@inproceedings{ThakurBeckMostaghimetal.2022, author = {Thakur, Akshay and Beck, Robert and Mostaghim, Sanaz and Großmann, Daniel and Kuttler, Moritz}, title = {Prediction of Top Key Performance Indicator in Automotive Production System using Data Mining}, booktitle = {WCSE 2022 Spring Event: Proceedings of 2022 9th International Conference on Industrial Engineering and Applications}, editor = {Tang, Loon-Ching}, publisher = {SCIEI}, address = {Rowland Heights}, isbn = {978-981-18-5852-9}, doi = {https://doi.org/10.18178/wcse.2022.04.079}, pages = {675 -- 684}, year = {2022}, language = {en} } @article{DoerrSchoenhoferSchwarz2024, author = {D{\"o}rr, Ulrike-Sabine and Sch{\"o}nhofer, Gerhard and Schwarz, Jan Oliver}, title = {The state of foresight in small and medium enterprises: literature review and research agenda}, volume = {12}, pages = {16}, journal = {European Journal of Futures Research}, number = {1}, publisher = {SpringerOpen}, address = {Heidelberg}, issn = {2195-2248}, doi = {https://doi.org/10.1186/s40309-024-00237-1}, year = {2024}, abstract = {AbstractSmall and medium-sized enterprises (SMEs) are the backbone of many economies. In today's world of VUCA (Volatility, Uncertainty, Complexity, Ambiguity), SMEs face diverse challenges to survive and stay competitive. SMEs must prepare themselves for these challenges by practicing foresight. However, foresight, and especially corporate foresight, has been conceptualized and researched in the context of large corporations. Applying foresight in SMEs is therefore complicated by the question of how to implement foresight in the context of SMEs given their specific requirements and limitations. This article provides an overview on the literature on the application of foresight in SMEs is, along with a summary of the extent to which SMEs conduct foresight from an organizational and individual perspective. Besides offering a compendium on the state of foresight in SMEs, a research agenda is formulated, incorporating the idea of a toolbox tailored to SMEs based on existing approaches and prior works.}, language = {en} } @inproceedings{Schoenmann2025, author = {Sch{\"o}nmann, Alexander}, title = {Transformation Needs Adoption: A Conceptual Framework to Develop Technology Implementation Strategies}, booktitle = {Production at the Leading Edge of Technology: Proceedings of the 14th Congress of the German Academic Association for Production Technology (WGP), Chemnitz University of Technology, December 2024}, editor = {Drossel, Welf-Guntram and Ihlenfeldt, Steffen and Dix, Martin}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-86893-1}, doi = {https://doi.org/10.1007/978-3-031-86893-1_68}, pages = {627 -- 635}, year = {2025}, language = {en} } @article{ZehnderSchwarz2025, author = {Zehnder, Elena and Schwarz, Jan Oliver}, title = {The interplay of future making and foresight: Insights from a family business case study}, volume = {2025}, pages = {103608}, journal = {Futures}, number = {170}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1873-6378}, doi = {https://doi.org/10.1016/j.futures.2025.103608}, year = {2025}, language = {en} } @article{BednarzSchweizerManurung2021, author = {Bednarz, Martin and Schweizer, Manuel and Manurung, Yupiter HP}, title = {Ressourceneffizienz in der Produktion - ein Vergleich zwischen Gießen und Additiver Fertigung}, volume = {2021}, journal = {Giesserei Special}, number = {2}, publisher = {DVS Media GmbH}, issn = {2512-3157}, url = {https://www.giesserei.eu/ausgaben/ausgabe-14-2021}, pages = {26 -- 35}, year = {2021}, language = {de} } @inproceedings{MuellerGrossmannSchmiedetal.2021, author = {Mueller, Ralph and Großmann, Daniel and Schmied, Sebastian and Mathias, Selvine George}, title = {Architecture of a model in the middle approach for virtual commissioning and integration of production entities}, booktitle = {Proceedings: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-2989-1}, doi = {https://doi.org/10.1109/ETFA45728.2021.9613619}, year = {2021}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2021, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {A concept towards the evolution and versioning of aggregated information models}, booktitle = {Proceedings: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-2989-1}, doi = {https://doi.org/10.1109/ETFA45728.2021.9613193}, year = {2021}, language = {en} } @article{BoddenbergSchwarzSchmies2024, author = {Boddenberg, Felix and Schwarz, Jan Oliver and Schmies, Peter}, title = {Scenario Planning in the Digital Transformation of the Fashion Industry: Starting Point for the Adjustment of Business Processes from a Colour Management Perspective}, volume = {28}, journal = {Journal of Futures Studies}, number = {3}, publisher = {Tamkang University}, address = {Taipei}, issn = {1027-6084}, doi = {https://doi.org/10.6531/JFS.202403_28(3).0004}, pages = {49 -- 63}, year = {2024}, language = {en} } @article{Bechthold2025, author = {Bechthold, Laura}, title = {Rendering new futures or enshrining pictures of the past? The double-edged sword of using AI-generated imagery for anticipation}, journal = {Journal of Futures Studies}, publisher = {Tamkang University}, address = {Taipei}, issn = {1027-6084}, url = {https://jfsdigital.org/rendering-new-futures-or-enshrining-pictures-of-the-past-the-double-edged-sword-of-using-ai-generated-imagery-for-anticipation/}, year = {2025}, language = {en} } @inproceedings{AxmannDzhelilNajeeb2024, author = {Axmann, Bernhard and Dzhelil, Sevgin Ahmed and Najeeb, Asna}, title = {Practical Comparison of UiPath and Power Automate by Creating an Automation Use Case from Logistics}, booktitle = {2024 14th International Conference on Advanced Computer Information Technologies ACIT'2024: Conference Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-5004-3}, doi = {https://doi.org/10.1109/ACIT62333.2024.10712623}, pages = {224 -- 229}, year = {2024}, language = {en} } @inproceedings{MoserWrobelSchoenmann2024, author = {Moser, Christina and Wrobel, Stefanie and Sch{\"o}nmann, Alexander}, title = {Open Foresight als Ansatz einer ressourceneffizienten strategischen Vorausschau f{\"u}r KMU}, booktitle = {Vorausschau und Technologieplanung : 18. Symposium f{\"u}r Vorausschau und Technologieplanung, 5. und 6. Dezember 2024, Berlin}, editor = {Dumitrescu, Roman and H{\"o}lzle, Katharina}, publisher = {Universit{\"a}t Paderborn}, address = {Paderborn}, isbn = {978-3-947647-44-6}, doi = {http://dx.doi.org/10.17619/UNIPB/1-2163}, pages = {193 -- 212}, year = {2024}, language = {de} } @thesis{Hubrich2024, author = {Hubrich, Aaron}, title = {Modeling and analysis of system architectures for cooling high-energy, pulsed heat loads on military aircraft}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-45576}, pages = {IX, 10-53}, school = {Technische Hochschule Ingolstadt}, year = {2024}, abstract = {The thermal management systems on military aircraft have become a bottleneck for deploying novel technologies that produce high-energy, pulsed heat loads. Multiple approaches for heat rejection of such heat loads have already been considered, but no meaningful conclusion can be made about which approach is best suited for this application. This thesis aims to identify the system architecture that is most suited for dealing with these high-energy pulsed heat loads. This was done by simulating a Vapor Compression Cycle and two systems using sensible and latent heat storage using Simcenter Amesim. The systems were assessed regarding their system mass. The results show that the system utilizing sensible heat storage reduces the overall system mass by 67\% while using latent heat storage increases system mass by 71\% compared to the simple Vapor Compression Cycle. Based on these findings, a clear recommendation can be made that future research in this field should focus on developing architectures using sensible heat storage.}, language = {en} } @thesis{Kus2024, author = {Kus, Muhammed Ebrar}, title = {Zukunftsf{\"a}hige Produktionsnetzwerke der Automobilindustrie}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-44962}, pages = {III, 49}, school = {Technische Hochschule Ingolstadt}, year = {2024}, abstract = {Diese Bachelorarbeit untersucht die Einfl{\"u}sse der aktuellen Trends der Globalisierung, Digitalisierung und Nachhaltigkeitsbestrebungen auf die Struktur und Effizienz internationaler Produktionsnetzwerke in der deutschen Automobilindustrie. Die damit in Verbindung stehenden Herausforderungen und Auswirkungen werden herausgearbeitet und auf Basis dessen werden zuk{\"u}nftige Szenarien abgeleitet. Die Problemstellung konzentriert sich darauf, wie diese Trends die geografische Verteilung von Produktionsstandorten, die technologische Integration und die strategischen Entscheidungen der Unternehmen beeinflusst haben. Dabei liegt der Fokus insbesondere auf der deutschen Automobilindustrie. Die Ergebnisse dieser Forschung best{\"a}tigen, dass die Globalisierung zu einer internationalen Ausweitung der Produktionsstandorte gef{\"u}hrt hat, w{\"a}hrend die Digitalisierung eine Transformation der Produktionsprozesse und eine zunehmende Vernetzung erm{\"o}glicht hat. Gleichzeitig haben die Bestrebungen nach Nachhaltigkeit zu einer Neuausrichtung von Produktionsmethoden und einer verst{\"a}rkten Verantwortung f{\"u}r {\"o}kologische Aspekte gef{\"u}hrt. Zuk{\"u}nftige Entwicklungen werden voraussichtlich von einer fortschreitenden Digitalisierung, verst{\"a}rkten Nachhaltigkeitsbem{\"u}hungen und sich {\"a}ndernden globalen Handelsbeziehungen gepr{\"a}gt sein. Aufgrund der COVID-19-Pandemie und dem Ukrainekrieg, die jeweils in Produktionsunterbrechungen resultierten, wird f{\"u}r die deutsche Automobilindustrie ein Wandel zur Lokalisierung prognostiziert.}, language = {de} } @thesis{BenAhmed2024, author = {Ben Ahmed, Farah}, title = {Practical applications of a collaborative robot system}, subtitle = {GoFa CRB 15000}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-49429}, pages = {VI, 80}, school = {Technische Hochschule Ingolstadt}, year = {2024}, abstract = {This thesis explores the practical applications of the GoFa CRB 15000, a collaborative robot system designed for real-world use within an educational setting. The robot's potential, despite its technical complexity and students' varying programming skills, is reassured by its practicality. This work aims to bridge this knowledge gap, enhancing the robot's practical use and providing students with the necessary knowledge to operate it effectively. We delve into the operation and functions of the GoFa CRB 15000, aiming to develop a comprehensive understanding that will empower us to integrate the robot effectively into our lab exercises. This comprehensive understanding instills confidence in the depth of our research. It includes a detailed review of the technical basics, challenges, and applications of collaborative robotics, as well as the specific characteristics of the GoFa CRB 15000. The thesis not only presents an operational framework for the robot but also develops an educational concept for students that encompasses safety protocols and training exercises. We design and test application cases in the assembly workspace and explore advanced use cases such as visual object recognition and handling using available ABB tools and platforms. The robot's performance for lab user purposes is evaluated, considering safety, efficiency, and user satisfaction criteria. The findings from this work will provide valuable insights for our university students' future projects and experiments involving the GoFa CRB 15000.}, language = {en} } @thesis{Petz2024, author = {Petz, Tobias}, title = {Anforderungen zur Einf{\"u}hrung eines ESRS EPM Systems}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-51055}, pages = {VIII, 59}, school = {Technische Hochschule Ingolstadt}, year = {2024}, abstract = {Im Rahmen der vorliegenden Bachelorarbeit werden Anforderungen zur erfolgreichen Einf{\"u}hrung einer Enterprise Performance Management Plattform zur Umsetzung der European Sustainability Reporting Standards identifiziert. Zudem werden ein potentieller Prozess zur erfolgreichen Einf{\"u}hrung skizziert sowie die wichtigsten zu beantwortenden Fragestellungen aufgezeigt. Daf{\"u}r wird zun{\"a}chst ein gesamtheitlicher {\"U}berblick {\"u}ber die Historie der Nachhaltigkeitsberichterstattung sowie die seit 2024 geltenden Spezifikationen der ESRS geliefert. Eine Einf{\"u}hrung in die Grundlagen der Unternehmensplanung sowie den Sonderfall des Enterprise Performance Managements schließt dieses Kapitel ab. Die Analyse der Anforderungen erfolgt auf Basis von 5 Experteninterviews sowie zwei exemplarischen ESRS EPM Systemen. Somit soll Unternehmen eine Hilfestellung bei der f{\"u}r einige zuk{\"u}nftig verpflichtenden Umsetzung der Corporate Sustainability Reporting Directive gegeben werden.}, language = {de} } @thesis{RamirezDiaz2021, author = {Ramirez Diaz, Julio Cesar}, title = {Comparison of forecasting models for enhancement and improvement of an avocado production business}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-32636}, pages = {101}, school = {Technische Hochschule Ingolstadt}, year = {2021}, abstract = {The major change that we are experiencing with the Industry 4.0 is the volume of data that is produced every second and also the interconnection of sensors and actors. Thus leading us to the production of Big Data, which in other words could be described as a vast amount of information that lacks a sense if not processed. One important digital tool concept specific to process Big Data is Forecasting Models, through their use is possible to give Big Data a meaning and sense that can be used for economical purposes in a business organization. Therefore this thesis is written with the intention of understanding the theory behind three Forecasting Models digital tools and then implement them in a real life case study of an avocado production business. The document starts with an introduction to Forecasting Models in the first section and an overview of Crisp Methodology in the second section, then the document continues in the third section with an analytic understanding of the avocado business context and data processing to prepare the data inputs that are going to be used with the Forecasting Models, after this in section four results are presented and analyzed in order to understand their meaning and business impact conclusions, at the end of this section opportunities of improvement are also presented as final suggestions for the avocado production business case study.}, language = {en} } @thesis{Kopp2023, author = {Kopp, Maximilian}, title = {Entwicklung einer Methode zur Analyse der CO2-{\"A}quivalente f{\"u}r die Produktion von Sonderanlagen}, subtitle = {empirische Analyse in Zusammenarbeit mit der Hecht Technologie GmbH}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-34199}, pages = {VIII, 43, XVII}, school = {Technische Hochschule Ingolstadt}, year = {2023}, abstract = {In den letzten Jahren hat der Nachhaltigkeitsgedanke bei der HECHT Technologie GmbH stark an Bedeutung gewonnen. Die Frage, welchen Beitrag HECHT Technologie zum Schutz der Umwelt leisten kann, wird erfolgreich angegangen. Die positive Resonanz der Kunden sowie die hervorragenden ECOVADIS-Zertifizierungen best{\"a}tigen die positive Entwicklung des Unternehmens. Im Jahr 2021 bekam Hecht eine Anfrage von der Bayer AG, ob es m{\"o}glich w{\"a}re, die Emissionen bei der Produktion der Maschinen und Anlagen zu reduzieren. In der vorliegenden Bachelorarbeit wird nun untersucht, wie hoch der Verbrauch an CO2-{\"A}quivalenten bei der Herstellung einer HECHT Anlage ist, um herauszuarbeiten, was die wichtigsten Schl{\"u}sselfaktoren f{\"u}r Einsparungen in der Produktion sind. Zuerst wird empirisch untersucht, bei welchen Prozessschritten der Fertigungsbetriebe im metallverarbeitenden Gewerbe CO2-{\"A}quivalente freigesetzt werden. Anschließend wird am Beispiel eines ausgew{\"a}hlten Fertigungsbetriebes aufgezeigt, wie hoch der CO2-Fußabdruck in der Praxis sein kann. Des Weiteren werden Einsparpotentiale f{\"u}r Fertigungsbetriebe im metallverarbeitenden Gewerbe erkl{\"a}rt. Darauf aufbauend wird eine Methode vorgestellt, die auf alle Anlagen und Hersteller angewendet werden kann. Zudem werden Chancen und Risiken sowie eine Szenario-Analyse bez{\"u}glich der entwickelten Methode vorgestellt. Die entwickelte Methode wird schließlich auf eine HECHT typische Anlage und einen Fertigungsbetrieb angewendet, um die CO2-{\"A}quivalente zu ermitteln. Ziel ist es, eine Methode zu finden, die einen Wert f{\"u}r die CO2-{\"A}quivalente (kg CO2e / EUR Umsatz) in Abh{\"a}ngigkeit von einer Variablen, dem Umsatz, liefert. Abschließend werden Schwierigkeiten in der Praxis aufgezeigt und ein Ausblick in die Zukunft gegeben.}, language = {de} } @thesis{Ulrich2022, author = {Ulrich, Michael}, title = {Analyse verschiedener Channel-Strategien im Lebensmittelhandel unter Ber{\"u}cksichtigung der Distributionslogistik am Beispiel von Kulturpilzen.}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-34308}, pages = {51, XIII}, school = {Technische Hochschule Ingolstadt}, year = {2022}, abstract = {Eine nachhaltige Lebensmittelversorgung der wachsenden Bev{\"o}lkerung ist ein zentrales Thema in der Lebensmittelbranche. Das derzeitige Umdenken der Menschen in Richtung Ressourcenschonung f{\"u}hrt bereits zu einer {\"A}nderung der Ern{\"a}hrungsgewohnheiten. Die Lebensmittelproduzenten und -h{\"a}ndler m{\"u}ssen auf diesen Wandel reagieren, um die Existenz ihres Unternehmens zu sichern. Hierf{\"u}r sind vor allem strategische Anpassungen im Vertrieb notwendig, welcher die Hauptaufgabe besitzt, den Kontakt zwischen Kunden und Produzenten herzustellen und dadurch einen hohen Wert f{\"u}r den Erfolg des Unternehmens besitzt. Die vorliegende Bachelorarbeit besch{\"a}ftigt sich mit der Analyse verschiedener Channel-Strategien im Lebensmittelhandel unter Ber{\"u}cksichtigung der Distributionspolitik. Als Beispiel wird der Handel mit Kulturpilzen die Arbeit begleiten, da sich diese aufgrund ihrer N{\"a}hrstoffe und eines m{\"o}glichen nachhaltigen Anbaus als fleischloses Nahrungsmittel f{\"u}r die Zukunft eigenen. Nicht zuletzt wegen der notwendig optimierten Distribution des leicht verderblichen Kulturpilzes wird dieser als Beispiel betrachtet. Um die Motivation der Arbeit zu begr{\"u}nden wird das aktuelle Verhalten der Abnehmer bzw. Konsumenten untersucht. Ein Schwerpunkt ist die Erl{\"a}uterung der Distributionslogistik im Lebensmittelhandel von leicht verderblichen Lebensmitteln und daneben die Betrachtung der potenziellen Vertriebskan{\"a}le. Unter Bezugnahme der erlangten theoretischen Kenntnisse und sekund{\"a}rstatistischen Materials werden die Channel-Strategien unter mehreren Gesichtspunkten analysiert. Dabei werden Handlungsempfehlungen f{\"u}r die Auswahl der Channel-Strategie im Lebensmittelhandel getroffen.}, language = {de} } @thesis{Gaugler2022, author = {Gaugler, Carmen}, title = {Kollaborative Robotik}, subtitle = {ein Konzept zur Erweiterung eines Cobots zu einem Montageassistenten mittels optischer Identifikation.}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-34348}, pages = {IX, 62}, school = {Technische Hochschule Ingolstadt}, year = {2022}, abstract = {Die zunehmende Variantenvielfalt in der Automobil-, Elektro- und Maschinenbauindustrie stellt die Fertigung als auch die Montage vor neue Herausforderungen. Die Herstellung unz{\"a}hliger Varianten muss so gesteuert werden, dass Termin- und Kostenziele erreicht werden k{\"o}nnen. Dabei soll außerdem durch die Arbeitsteilung zwischen Mitarbeitern und kollaborativen Robotern, die jeweiligen Kernkompetenzen genutzt werden, um stets ein hohes Qualit{\"a}tsniveau zu erzielen. Nachdem optische Identifikationstechnologien die Prozesse in der Logistikbranche optimiert haben, stellt die optische Identifikation auch eine M{\"o}glichkeit zur effizienten Steuerung der variantenreichen Montage dar. In dieser Arbeit wird ein Montageprozess entwickelt, der von QR Codes gesteuert wird. Es soll ein kollaborativer Roboter durch die QR Code Steuerung dem Werker als Montageassistent zur Seite stehen und diesen individuell unterst{\"u}tzen. Dabei soll die zu fertigende Variante durch QR Codes erkannt und die ben{\"o}tigten Roboterabl{\"a}ufe durch QR Codes ausgel{\"o}st werden. Zum Schluss wird der Nutzen von QR Codes zur Steuerung eines Cobots und zur Komplexit{\"a}tsminderung der variantenreichen Montage evaluiert. Außerdem wird darauf eingegangen, inwiefern ein QR Code gesteuerter Roboter die Leistung des Werkers unterst{\"u}tzt und ob dadurch eine flexiblere Planung von Mitarbeitern und Arbeitspl{\"a}tzen erm{\"o}glicht wird.}, language = {de} } @thesis{Toellich2022, author = {T{\"o}llich, Niklas}, title = {Betrachtung der Markenbewertungsmethoden an einem Praxisbeispiel}, subtitle = {eine Case-Study auf Basis von Apple}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-35752}, pages = {VI, 77}, school = {Technische Hochschule Ingolstadt}, year = {2022}, abstract = {Marken geh{\"o}ren zu den wichtigsten Treibern f{\"u}r den Erfolg von Unternehmen. Dennoch geh{\"o}rt die quantitative Bewertung von Marken nicht zu den g{\"a}ngigen Prozessen in Unternehmen. Die Vielzahl an Verfahren und unpr{\"a}zisen Vorgaben zur Markenbewertung vereinfachen dabei nicht die Aufnahme der Markenbewertung in das Unternehmensgeschehen. Daher werden in dieser Arbeit eine Auswahl an Markenbewertungsverfahren betrachtet und ihre Vor- und Nachteile ausgearbeitet. Anschließend werden die Methoden in einer Case-Study am Technologie-Konzern Apple angewendet. Die Ergebnisse werden anschließend mit einer Benchmark f{\"u}r den Markenwert von Apple verglichen, um die Verfahren einordnen zu k{\"o}nnen und die pr{\"a}zisesten Verfahren herauszuarbeiten. Außerdem wird eine Portfolio-Analyse durchgef{\"u}hrt, um die Verwendbarkeit der einzelnen Verfahren zu betrachten. Die Haupterkenntnis ist, dass die Auswahl des Verfahrens einen erheblichen Einfluss auf den ermittelten Markenwert hat und damit die Entscheidung f{\"u}r ein bestimmtes Verfahren fundiert sein sollte. Die Lizenzpreisanalogie-Methode und das Price to Sales Ratio-Verfahren liefern aus Sicht der Case-Study die genauesten Markenbewertungen. Das Transaktions-Multiple-Verfahren ist nach Portfolio-Analyse das attraktivste Verfahren.}, language = {de} } @thesis{Kubiczak2021, author = {Kubiczak, Sebastian Matthias}, title = {BI im Nachhaltigkeitsmanagement}, subtitle = {Marktstudie, Softwareevaluierung \& Potenzialanalyse f{\"u}r die interne Unternehmenssteuerung}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-33138}, pages = {72, XXIX}, school = {Technische Hochschule Ingolstadt}, year = {2021}, abstract = {Jede Entscheidung, die in einem Unternehmen getroffen wird, ist von den verf{\"u}gbaren Daten abh{\"a}ngig. Je umfassender diese Daten sind, desto fundierter sind die Entscheidungen. Dies gilt f{\"u}r jeden Bereich eines Unternehmens. Um nachhaltig sein zu k{\"o}nnen, ben{\"o}tigt ein Unternehmen alle Fakten, die wesentlich f{\"u}r den jeweiligen Sachverhalt sind. Diese Arbeit befasst sich damit, wie internes Nachhaltigkeitsreporting durchgef{\"u}hrt wird und wie Business Intelligence (BI) Software dieses unterst{\"u}tzen kann. Ziel ist es, herauszufinden, ob die Braincourt GmbH {\"u}ber die richtigen Tools verf{\"u}gt, um ihren Kunden L{\"o}sungen im Bereich des Nachhaltigkeitsreportings anbieten zu k{\"o}nnen. Daf{\"u}r werden relevante wissenschaftliche Publikationen gesichtet, um alle Aspekte des Nachhaltigkeitsmanagements aufzudecken. Außerdem wird mithilfe einer Umfrage sowie einer Marktstudie untersucht, wie Nachhaltigkeit in der Praxis gesteuert wird und welche Funktionen Tools zur Unterst{\"u}tzung ben{\"o}tigen. Zu guter Letzt werden alle Parameter in einem BI-Tool angewendet. Die Ergebnisse zeigen, dass BI eine große Rolle in der Unterst{\"u}tzung des Nachhaltigkeitsreportings spielen kann. Es fehlen zwar einige Funktionen von Nachhaltigkeitstools, jedoch {\"u}berzeugen BI-Tools durch Benutzerfreundlichkeit und intuitive Oberfl{\"a}chen. Dadurch kann Effizienz erh{\"o}ht und jeder Teil einer Unternehmensentscheidung unterst{\"u}tzt werden. Ein Nachhaltigkeitsreporting-System ben{\"o}tigt nicht zwangsl{\"a}ufig ein bestimmtes Tool. Vielmehr kann durch ein benutzerfreundliches und performantes Tool ein schneller {\"U}berblick, {\"u}ber die Nachhaltigkeitsbestrebungen eines Unternehmens erlangt werden. Mit den analytischen Funktionen von BI kann Nachhaltigkeit eine wichtige St{\"a}rke jedes Unternehmens werden.}, language = {de} } @thesis{Suissi2021, author = {Suissi, Mohamed Achraf}, title = {Programming environment of PLCs (SPS) IEC 61131-3}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-33203}, pages = {47}, school = {Technische Hochschule Ingolstadt}, year = {2021}, abstract = {PLCs Programming environment IEC 61131-3}, language = {en} } @thesis{Morina2021, author = {Morina, Majlinda}, title = {Augmented reality tools and applications for worker management as well as planning and production support}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-23139}, pages = {68, XIX}, school = {Technische Hochschule Ingolstadt}, year = {2021}, abstract = {Augmented Reality (AR) is identified as one of the top technologies of the 21st century. Augmented reality has been a field of interest for many researchers in the recent years. Almost every day, new use cases and applications are found. This new way of digitization is to be considered very positively and allows large improvements in the fields of work efficiency, process acceleration, and cost savings. Due to the widespread use of the smartphones and tablets, AR has become very diffuse. This thesis conducts a systematic review of the current literature on AR applications implemented for smart manufacturing. The analysis shows that AR supports different manufacturing operations in a smart way. Important findings are derived and presented with regards to the strengths and weaknesses of the technology, manufacturing functions that mostly gain from AR and most popular AR devices. The point of view here is on how AR can work as an interaction interface between human and machine. The outcome of this work shows that, despite the advancements made on AR, many limitations should be overcome before AR is ready to enter the shopfloor in a broad range.}, language = {en} } @thesis{Neumann2024, author = {Neumann, Julian Alexander}, title = {Zukunftsorientiertes Design f{\"u}r B{\"u}rost{\"u}hle}, subtitle = {Integration von Ergonomie und Nachhaltigkeit im Zeitalter neuer Arbeitsmodelle und technologischer Innovationen}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-50095}, pages = {76}, school = {Technische Hochschule Ingolstadt}, year = {2024}, language = {de} } @article{SchmiedMathiasGrossmannetal.2021, author = {Schmied, Sebastian and Mathias, Selvine George and Großmann, Daniel and Jumar, Ulrich}, title = {Integration of existing cyber-physical manufacturing systems into a common information model}, volume = {53}, journal = {IFAC-PapersOnLine}, number = {2}, publisher = {Elsevier}, address = {Amsterdam}, issn = {2405-8963}, doi = {https://doi.org/10.1016/j.ifacol.2020.12.2827}, pages = {10905 -- 10910}, year = {2021}, abstract = {In order to be able to serve constantly new customer requirements, manufacturing systems must be able to adapt to frequent changes. In addition, repeatedly objects are removed or added to the network. To control and monitor such a constantly changing system a mapping of existing manufacturing systems into a common information model is necessary. This model describes information that is produced and stored in different entities of the complete system. To create a common address space and expose the relations between the devices an aggregation of every element in the system is needed. This paper describes a methodology for the creation of an information model for a complete manufacturing environment, followed by an approach for the aggregation of the singular system entities. The concept of this paper is illustrated with a demonstrator. The results of this approach have been discussed in the following sections along with the proposal for further directions.}, language = {en} } @inproceedings{KovalPfallerBilaletal.2021, author = {Koval, Leonid and Pfaller, Daniel and Bilal, M{\"u}henad and Bregulla, Markus and Cupek, Rafal}, title = {An analysis of convolutional neural network models for classifying machine tools}, booktitle = {Advances in Computational Collective Intelligence}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-88112-2}, issn = {1865-0929}, doi = {https://doi.org/10.1007/978-3-030-88113-9_37}, pages = {461 -- 473}, year = {2021}, language = {en} } @article{SchwarzWach2022, author = {Schwarz, Jan Oliver and Wach, Bernhard}, title = {The usage of cultural products in design thinking: An assessment of an underestimated approach}, volume = {25}, journal = {The Design Journal}, number = {1}, publisher = {Taylor \& Francis}, address = {London}, issn = {1460-6925}, doi = {https://doi.org/10.1080/14606925.2021.2005879}, pages = {4 -- 24}, year = {2022}, language = {en} } @inproceedings{ThakurBeckMostaghimetal.2020, author = {Thakur, Akshay and Beck, Robert and Mostaghim, Sanaz and Großmann, Daniel}, title = {Survey into predictive key performance indicator analysis from data mining perspective}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9212111}, pages = {476 -- 483}, year = {2020}, language = {en} } @article{Schwarz2021, author = {Schwarz, Jan Oliver}, title = {From alternative pictures of the future to an organizational intervention: A commentary on Rowland and Spaniol}, volume = {4}, pages = {e105}, journal = {Futures \& Foresight Science}, number = {1}, publisher = {Wiley}, address = {Hoboken}, issn = {2573-5152}, doi = {https://doi.org/10.1002/ffo2.105}, year = {2021}, language = {en} } @book{OPUS4-2920, title = {Business Process Management}, series = {Lecture Notes in Business Information Processing}, subtitle = {Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum. BPM 2022 Blockchain, RPA, and CEE Forum, M{\"u}nster, Germany, September 11-16, 2022, Proceedings}, editor = {Marrella, Andrea and Matulevičius, Raimundas and Gabryelczyk, Renata and Axmann, Bernhard and Bosilj Vukšić, Vesna and Gaaloul, Walid and Štemberger, Mojca Indihar and Kő, Andrea and Lu, Qinghua}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-16167-4}, doi = {https://doi.org/10.1007/978-3-031-16168-1}, pages = {XIII, 343}, year = {2022}, language = {en} } @inproceedings{BilalMayerKancharanaetal.2022, author = {Bilal, M{\"u}henad and Mayer, Christian and Kancharana, Sunil and Bregulla, Markus and Cupek, Rafal and Ziębiński, Adam}, title = {Damage Detection of Coated Milling Tools Using Images Captured by Cylindrical Shaped Enclosure Measurement Setup}, booktitle = {Advances in Computational Collective Intelligence. 14th International Conference, ICCCI 2022, Hammamet, Tunisia, September 28-30, 2022, Proceedings}, editor = {Bădică, Costin and Treur, Jan and Benslimane, Djamal and Hnatkowska, Bogumiła and Kr{\´o}tkiewicz, Marek}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-16209-1}, doi = {https://doi.org/10.1007/978-3-031-16210-7_21}, pages = {264 -- 272}, year = {2022}, language = {en} } @inproceedings{BhavnaniSchiendorfer2022, author = {Bhavnani, Sidhant and Schiendorfer, Alexander}, title = {Towards copeland optimization in combinatorial problems}, booktitle = {Integration of Constraint Programming, Artificial Intelligence, and Operations Research; 19th International Conference, CPAIOR 2022, Los Angeles, CA, USA, June 20-23, 2022; Proceedings}, editor = {Schaus, Pierre}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-08010-4}, doi = {https://doi.org/10.1007/978-3-031-08011-1_4}, pages = {34 -- 43}, year = {2022}, language = {en} } @inproceedings{MathiasGrossmannSchmiedetal.2022, author = {Mathias, Selvine George and Großmann, Daniel and Schmied, Sebastian and Mueller, Ralph}, title = {Decentralized Integration Approach of Disjoint Modules in Factory Environments}, booktitle = {IEIM 2022: 2022 The 3rd International Conference on Industrial Engineering and Industrial Management}, publisher = {ACM}, address = {New York}, isbn = {978-1-4503-9569-4}, doi = {https://doi.org/10.1145/3524338.3524368}, pages = {195 -- 199}, year = {2022}, language = {en} } @inproceedings{MuellerGrossmannSchmied2022, author = {Mueller, Ralph and Großmann, Daniel and Schmied, Sebastian}, title = {Information model-based virtual commissioning for the testing and co-simulation of real production entities}, booktitle = {IEIM 2022: 2022 The 3rd International Conference on Industrial Engineering and Industrial Management}, subtitle = {Enabling of a logic for the virtual commissioning of information models using middleware technologies}, publisher = {Association for Computing Machinery}, address = {New York}, isbn = {978-1-4503-9569-4}, doi = {https://doi.org/10.1145/3524338.3524380}, pages = {271 -- 276}, year = {2022}, language = {en} } @inproceedings{KampaMuellerGrossmann2022, author = {Kampa, Thomas and M{\"u}ller, Christian Klaus and Großmann, Daniel}, title = {IP-based Architecture for an Edge Cloud enabled Factory}, booktitle = {2022 IEEE 18th International Conference on Factory Communication Systems (WFCS)}, subtitle = {Concept and Requirements}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-6654-1086-1}, doi = {https://doi.org/10.1109/WFCS53837.2022.9779162}, year = {2022}, language = {en} } @inbook{Hecht2022, author = {Hecht, Dirk}, title = {Neue Gesch{\"a}ftsmodelle}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {342 -- 351}, year = {2022}, language = {de} } @book{OPUS4-2768, title = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {396}, year = {2022}, language = {de} } @inproceedings{BilalKancharanaMayeretal.2022, author = {Bilal, M{\"u}henad and Kancharana, Sunil and Mayer, Christian and Bregulla, Markus and Ziębiński, Adam and Cupek, Rafal}, title = {Image-based damage detection on TiN-coated milling tools by using a multi-light scattering illumination technique}, booktitle = {Fourteenth International Conference on Machine Vision (ICMV 2021)}, editor = {Osten, Wolfgang and Nikolaev, Dmitry and Zhou, Jianhong}, publisher = {SPIE}, address = {Bellingham}, isbn = {978-1-5106-5045-9}, doi = {https://doi.org/10.1117/12.2623140}, year = {2022}, language = {en} } @inbook{HechtHofbauer2022, author = {Hecht, Dirk and Hofbauer, G{\"u}nter}, title = {Vom operativen Einkauf zum modernen Beschaffungsmanagement}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {15 -- 18}, year = {2022}, language = {de} } @inbook{Hecht2022, author = {Hecht, Dirk}, title = {Methoden des klassischen Einkaufs und Prozesse des Advanced Procurement}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039954-9}, pages = {19 -- 41}, year = {2022}, language = {de} } @inbook{HofbauerSchwandner2022, author = {Hofbauer, G{\"u}nter and Schwandner, Gerd}, title = {Innovationsmanagement als Werthebel f{\"u}r das Beschaffungsmanagement}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {58 -- 87}, year = {2022}, language = {de} } @inbook{Goetz2022, author = {G{\"o}tz, Heike}, title = {Konfliktmanagement}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {108 -- 131}, year = {2022}, language = {de} } @inbook{Hecht2022, author = {Hecht, Dirk}, title = {Grundz{\"u}ge des Vertragsmanagements}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {132 -- 148}, year = {2022}, language = {de} } @inbook{HechtUhlhorn2022, author = {Hecht, Dirk and Uhlhorn, Otto}, title = {Riskmanagement in der Beschaffung}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {200 -- 215}, year = {2022}, language = {de} } @inbook{Hecht2022, author = {Hecht, Dirk}, title = {Sourcingstrategien und Make-or-Buy Entscheidungen}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {216 -- 227}, year = {2022}, language = {de} } @inbook{FazekasHecht2022, author = {Fazekas, Stefan and Hecht, Dirk}, title = {Internationale Beschaffungsprojekte und Aspekte praktischer Interkulturalit{\"a}t}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {245 -- 264}, year = {2022}, language = {de} } @inbook{Hecht2022, author = {Hecht, Dirk}, title = {Nachhaltiges Beschaffungsmanagement und Resilienz der Lieferkette}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {264 -- 275}, year = {2022}, language = {de} } @inbook{HechtKnoellArndt2022, author = {Hecht, Dirk and Kn{\"o}ll, Isabelle and Arndt, Anna Karolina}, title = {Beschaffung 4.0 und Digitalisierung der Verhandlung}, booktitle = {Modernes Beschaffungsmanagement in Lehre und Praxis}, editor = {Hecht, Dirk}, publisher = {Kohlhammer}, address = {Stuttgart}, isbn = {978-3-17-039953-2}, pages = {279 -- 325}, year = {2022}, language = {de} } @article{AxmannHarmoko2022, author = {Axmann, Bernhard and Harmoko, Harmoko}, title = {Process \& Software Selection for Robotic Process Automation (RPA)}, volume = {16}, journal = {Tehnički glasnik}, number = {3}, publisher = {University North}, address = {Koprivnica}, issn = {1848-5588}, doi = {https://doi.org/10.31803/tg-20220417182552}, pages = {412 -- 419}, year = {2022}, abstract = {Robotic process automation (RPA) is a technology for office automation to imitate human behaviour when interacting with computers to perform digitized tasks manually, such as opening and closing applications, reading documents, entering data, and sending e-mails. As with any new digital technology answering the question of where to start and what is the right software, is challenging. In the case of RPA, the question of where to start depends on the selection of the business process to be automated and optimized. There are approaches for process selection in research, but they are relatively complex and have not been validated in practice. To fill this gap, we have simplified the process selection method and validated it on a practical example. We also present a simple method to select the appropriate RPA software. The criteria selection and evaluation were done with the Pairwise Comparison and Benefit Value Analysis method. This approach is relatively easy to follow and to apply in practice and thus also closes a gap in applied research.}, language = {en} } @article{SchwarzWachRohrbeck2023, author = {Schwarz, Jan Oliver and Wach, Bernhard and Rohrbeck, Ren{\´e}}, title = {How to anchor design thinking in the future: Empirical evidence on the usage of strategic foresight in design thinking projects}, volume = {2023}, pages = {103137}, journal = {Futures}, number = {149}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1873-6378}, doi = {https://doi.org/10.1016/j.futures.2023.103137}, year = {2023}, abstract = {Many organizations use design thinking (DT) to develop future products and services. DT is often used for its ability to serve as a common "language" and platform to enable market-facing departments and technology-oriented units to cocreate innovations. DT has been shown to be a powerful tool for helping to identify and connect the needs of average customers (personas) with technical solutions that form the basis for winning products. In this paper, we investigate the extent to which DT professionals already use strategic foresight (SF) methods that anticipate future customer needs and highlight emerging technologies to expand classical DT and anchor their projects in the future. Using survey data on 302 DT projects, we report on the extent to which SF methods are used in DT projects, the overriding types of SF methods in DT projects, and their impact on project success.}, language = {en} } @article{Bednarz2020, author = {Bednarz, Martin}, title = {Industrieller Einsatz von 3D-Druck-Systemen - Ein Leitfaden}, volume = {36}, journal = {Industrie 4.0 Management}, number = {4}, publisher = {GITO mbH Verlag}, address = {Berlin}, issn = {1434-1980}, url = {https://www.industrie-management.de/}, pages = {63 -- 66}, year = {2020}, language = {de} } @book{Schwarz2023, author = {Schwarz, Jan Oliver}, title = {Strategic Foresight}, subtitle = {An Introductory Guide to Practice}, publisher = {Routledge}, address = {London}, isbn = {9781003302735}, doi = {https://doi.org/10.4324/9781003302735}, pages = {ix, 170}, year = {2023}, language = {en} } @article{DemiralBockJohansson2023, author = {Demiral, Tarik and Bock, J{\"u}rgen and Johansson, Pierre}, title = {Challenges in Flexible Manufacturing Technologies for the Final Assembly in the Commercial Vehicle Industry}, volume = {17}, journal = {Tehnički glasnik}, number = {2}, publisher = {University North}, address = {Koprivnica}, issn = {1848-5588}, doi = {https://doi.org/10.31803/tg-20230417140747}, pages = {260 -- 267}, year = {2023}, abstract = {Increasing customer demands and product diversity as well as emerging technologies and market trends, such as the establishment of new driveline technologies, like e-mobility or hydrogen, present challenges for manufacturing companies in the commercial vehicle industry. Consequently, companies must strengthen their focus to the aspect of flexibility within their manufacturing processes. This paper contributes to the state of the art in flexible manufacturing technologies research, which enables manufacturing companies to deal with these increasing flexibility requirements. Focussing on the area of final assembly the paper takes a holistic perspective and characterizes the readiness of automotive companies to be able to implement flexible manufacturing technologies. The system ecosystem and the process organization of automotive companies are examined with respect to the requirements of flexible manufacturing. Finally, gaps that hinder the implementation of flexible manufacturing technologies are identified and described, and possible solution concepts for the identified gaps are proposed.}, language = {en} } @inproceedings{AmbrosyKampaJumaretal.2022, author = {Ambrosy, Niklas and Kampa, Thomas and Jumar, Ulrich and Großmann, Daniel}, title = {5G and DetNet: Towards holistic determinism in industrial networks}, booktitle = {2022 IEEE International Conference on Industrial Technology (ICIT)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-72811-948-9}, doi = {https://doi.org/10.1109/ICIT48603.2022.10002776}, year = {2022}, language = {en} } @article{AxmannHarmokoMalhotra2023, author = {Axmann, Bernhard and Harmoko, Harmoko and Malhotra, Rahul}, title = {The Assessment of Robotic Process Automation Projects with a Portfolio Analysis: First Step - Evaluation Criteria Identification and Introduction of the Portfolio Concept}, volume = {17}, journal = {Tehnički glasnik}, number = {2}, publisher = {University North}, address = {Koprivnica}, issn = {1848-5588}, doi = {https://doi.org/10.31803/tg-20230416193006}, pages = {207 -- 214}, year = {2023}, abstract = {RPA's (Robotic Process Automation) usage in organizations has rapidly increased in recent years; as a result, companies have developed high expectations from this technology. However, according to Ernst \& Young (E\&Y), 30-50\% of observed RPA projects initially fail and reveal several risks, which lead to investment losses. Consequently, the RPA project is prematurely retired, and the company is back to the manual process. This premature retirement is mainly because of wrong process selection and the not sufficient company automation (RPA) maturity. Therefore, this paper will introduce the concept of an RPA Portfolio, which will assess the complexity of business processes with a company's automation (RPA) maturity. The RPA Portfolio is a new innovative concept to simplify and visualize the business process selection for RPA projects, and will help to introduce successfully the right RPA projects.}, language = {en} } @inproceedings{MathiasSchmiedGrossmann2020, author = {Mathias, Selvine George and Schmied, Sebastian and Großmann, Daniel}, title = {Monitoring of discrete electrical signals from welding processes using data mining and IIoT approaches}, booktitle = {Proceedings, IEEE 32nd International Conference on Tools with Artificial Intelligence, (ICTAI 2020)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-9228-4}, doi = {https://doi.org/10.1109/ICTAI50040.2020.00142}, pages = {911 -- 916}, year = {2020}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {An approach for aggregation and historicization of production entities in the graph}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9211907}, pages = {1107 -- 1110}, year = {2020}, language = {en} } @inproceedings{MuellerGrossmannSchmiedetal.2020, author = {Mueller, Ralph and Großmann, Daniel and Schmied, Sebastian and Mathias, Selvine George}, title = {Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9211988}, pages = {1159 -- 1162}, year = {2020}, language = {en} } @inproceedings{MathiasSchmiedGrossmannetal.2020, author = {Mathias, Selvine George and Schmied, Sebastian and Großmann, Daniel and Mueller, Ralph and Mroß, Bj{\"o}rn}, title = {A Compliance Testing Structure for Implementation of Industry Standards through OPC UA}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9212119}, pages = {1091 -- 1094}, year = {2020}, language = {en} } @inproceedings{ThakurBeckMostaghimetal.2020, author = {Thakur, Akshay and Beck, Robert and Mostaghim, Sanaz and Großmann, Daniel}, title = {Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case study}, booktitle = {Proceedings: 2020 IEEE 7th International Conference on Data Science and Advanced Analytics: DSAA 2020}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8206-3}, doi = {https://doi.org/10.1109/DSAA49011.2020.00114}, pages = {781 -- 782}, year = {2020}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Banerjee, Suprateek}, title = {Vertical integration via dynamic aggregation of information in OPC UA}, booktitle = {Intelligent Information and Database Systems}, publisher = {Springer}, address = {Singapur}, isbn = {978-981-15-3379-2}, issn = {1865-0929}, doi = {https://doi.org/10.1007/978-981-15-3380-8_18}, pages = {204 -- 215}, year = {2020}, language = {en} } @inproceedings{KasparMunozOsorioBock2021, author = {Kaspar, Manuel and Mu{\~n}oz Osorio, Juan D. and Bock, J{\"u}rgen}, title = {Sim2Real Transfer for Reinforcement Learning without Dynamics Randomization}, booktitle = {2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, publisher = {IEEE}, address = {Piscataway (NJ)}, isbn = {978-1-7281-6212-6}, issn = {2153-0866}, doi = {https://doi.org/10.1109/IROS45743.2020.9341260}, pages = {4383 -- 4388}, year = {2021}, language = {en} } @inproceedings{MathiasManchaGrossmannetal.2021, author = {Mathias, Selvine George and Mancha, Mathew John and Großmann, Daniel and Kujat, Bernd and Schiebold, Kay}, title = {Investigations on numerical techniques for detecting variations in acoustic emissions}, booktitle = {IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society}, publisher = {IEEE}, address = {Piscataway (NJ)}, isbn = {978-1-6654-3554-3}, doi = {https://doi.org/10.1109/IECON48115.2021.9589074}, year = {2021}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {An approach for an industrial information model management}, booktitle = {Proceedings, 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-6389-5}, doi = {https://doi.org/10.1109/ICPS48405.2020.9274751}, pages = {402 -- 405}, year = {2020}, language = {en} } @inbook{Zehbold2022, author = {Zehbold, Cornelia}, title = {Product Lifecycle Management (PLM) im Kontext von Industrie 4.0}, booktitle = {Digitalisierung in Industrie-, Handels- und Dienstleistungsunternehmen}, editor = {Fend, Lars and Hofmann, J{\"u}rgen}, edition = {3., {\"u}berarbeitete und erweiterte Auflage}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-35949-2}, doi = {https://doi.org/10.1007/978-3-658-35950-8_4}, pages = {93 -- 111}, year = {2022}, language = {de} } @inbook{HechtHofbauer2022, author = {Hecht, Dirk and Hofbauer, G{\"u}nter}, title = {Digital Procurement}, booktitle = {Digitalisierung in Industrie-, Handels- und Dienstleistungsunternehmen}, editor = {Fend, Lars and Hofmann, J{\"u}rgen}, edition = {3., {\"u}berarbeitete und erweiterte Auflage}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-35949-2}, doi = {https://doi.org/10.1007/978-3-658-35950-8_7}, pages = {147 -- 176}, year = {2022}, language = {de} } @inproceedings{AxmannHarmoko2020, author = {Axmann, Bernhard and Harmoko, Harmoko}, title = {Robotic Process Automation: An Overview and Comparison to Other Technology in Industry 4.0}, booktitle = {2020 10th International Conference on Advanced Computer Information Technologies (ACIT): Conference Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-6760-2}, doi = {https://doi.org/10.1109/ACIT49673.2020.9208907}, pages = {559 -- 562}, year = {2020}, language = {en} } @unpublished{KoecherBelyaevHermannetal.2022, author = {K{\"o}cher, Aljosha and Belyaev, Alexander and Hermann, Jesko and Bock, J{\"u}rgen and Meixner, Kristof and Volkmann, Magnus and Winter, Michael and Zimmermann, Patrick and Grimm, Stephan and Diedrich, Christian}, title = {A Reference Model for Common Understanding of Capabilities and Skills in Manufacturing}, publisher = {arXiv}, address = {Ithaca}, doi = {https://doi.org/10.48550/arXiv.2209.09632}, year = {2022}, language = {en} } @article{StieberSchroeterFausteretal.2022, author = {Stieber, Simon and Schr{\"o}ter, Niklas and Fauster, Ewald and Bender, Marcel and Schiendorfer, Alexander and Reif, Wolfgang}, title = {Inferring material properties from FRP processes via sim-to-real learning}, volume = {128}, journal = {The International Journal of Advanced Manufacturing Technology}, number = {3-4}, publisher = {Springer}, address = {London}, issn = {1433-3015}, doi = {https://doi.org/10.1007/s00170-023-11509-8}, pages = {1517 -- 1533}, year = {2022}, abstract = {Fiber reinforced polymers (FRP) provide favorable properties such as weight-specific strength and stiffness that are central for certain industries, such as aerospace or automotive manufacturing. Liquid composite molding (LCM) is a family of often employed, inexpensive, out-of-autoclave manufacturing techniques. Among them, resin transfer molding (RTM), offers a high degree of automation. Herein, textile preforms are saturated by a fluid polymer matrix in a closed mold.Both impregnation quality and level of fiber volume content are of crucial importance for the final part quality. We propose to simultaneously learn three major textile properties (fiber volume content and permeability in X and Y direction) presented as a three-dimensional map based on a sequence of camera images acquired in flow experiments and compare CNNs, ConvLSTMs, and Transformers. Moreover, we show how simulation-to-real transfer learning can improve a digital twin in FRP manufacturing, compared to simulation-only models and models based on sparse real data. The overall best metrics are: IOU 0.5031 and Accuracy 95.929 \%, obtained by pretrained transformer models.}, language = {en} } @inproceedings{GajekSchiendorferReif2023, author = {Gajek, Carola and Schiendorfer, Alexander and Reif, Wolfgang}, title = {A Recommendation System for CAD Assembly Modeling based on Graph Neural Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Proceedings, Part I}, editor = {Amini, Massih-Reza and Canu, St{\´e}phane and Fischer, Asja and Guns, Tias and Kralj Novak, Petra and Tsoumakas, Grigorios}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-26387-3}, doi = {https://doi.org/10.1007/978-3-031-26387-3_28}, pages = {457 -- 473}, year = {2023}, language = {en} } @inproceedings{LodesSchiendorfer2022, author = {Lodes, Lukas and Schiendorfer, Alexander}, title = {Certainty Groups: A Practical Approach to Distinguish Confidence Levels in Neural Networks}, booktitle = {Proceedings of the European Conference of the PHM Society 2022}, editor = {Do, Phuc and Michau, Gabriel and Ezhilarasu, Cordelia}, publisher = {PHM Society}, address = {State College}, isbn = {978-1-936263-36-3}, doi = {https://doi.org/10.36001/phme.2022.v7i1.3331}, pages = {294 -- 305}, year = {2022}, abstract = {Machine Learning (ML), in particular classification with deep neural nets, can be applied to a variety of industrial tasks. It can augment established methods for controlling manufacturing processes such as statistical process control (SPC) to detect non-obvious patterns in high-dimensional input data. However, due to the widespread issue of model miscalibration in neural networks, there is a need for estimating the predictive uncertainty of these models. Many established approaches for uncertainty estimation output scores that are difficult to put into actionable insight. We therefore introduce the concept of certainty groups which distinguish the predictions of a neural network into the normal group and the certainty group. The certainty group contains only predictions with a very high accuracy that can be set up to 100\%. We present an approach to compute these certainty groups and demonstrate our approach on two datasets from a PHM setting.}, language = {en} } @inproceedings{KampaElAnkahGrossmann2023, author = {Kampa, Thomas and El-Ankah, Amer and Großmann, Daniel}, title = {High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures}, booktitle = {2023 IEEE 21st International Conference on Industrial Informatics (INDIN)}, editor = {D{\"o}rksen, Helene and Scanzio, Stefano and Jasperneite, J{\"u}rgen and Wisniewski, Lukasz and Man, Kim Fung and Sauter, Thilo and Seno, Lucia and Trsek, Henning and Vyatkin, Valeriy}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-6654-9313-0}, doi = {https://doi.org/10.1109/INDIN51400.2023.10218014}, year = {2023}, language = {en} } @inbook{Schropp2023, author = {Schropp, Theresa Constanze}, title = {Historical development of strategic foresight}, booktitle = {Strategic Foresight}, publisher = {Routledge}, address = {London}, isbn = {978-1-003-30273-5}, doi = {https://doi.org/10.4324/9781003302735-3}, pages = {11 -- 19}, year = {2023}, language = {en} } @article{WachSchwarzvonHeld2024, author = {Wach, Bernhard and Schwarz, Jan Oliver and von Held, Felix}, title = {Corporate foresight for the benefit of corporates' innovation climate}, volume = {7}, pages = {e195}, journal = {Futures \& Foresight Science}, number = {1}, publisher = {Wiley}, address = {Hoboken}, issn = {2573-5152}, doi = {https://doi.org/10.1002/ffo2.195}, year = {2024}, abstract = {Corporate foresight (CF) can be considered a future-oriented capability that incorporates perceiving and prospecting. Extant CF-related studies tackle the CF-innovation relationship but do not provide details on how CF relates to innovation climate. As we assume that the innovation climate of companies is a relevant antecedent to innovation, we conduct a quantitative empirical study with 147 upper-tier managers to investigate how CF and the respective training of managers relate to a corporate's innovation climate. Results show that strong perceiving and prospecting positively influence the innovation climate, whereby prospecting is of particular importance. Further, we find that training managers in future-oriented capabilities is only under certain circumstances (i.e., low prospecting) beneficial to the innovation climate in companies.}, language = {en} } @inproceedings{HohenadlAxmannStummeyer2024, author = {Hohenadl, Tom and Axmann, Bernhard and Stummeyer, Christian}, title = {Decision-Making in Robotic Process Automation Programming and its Influence on Robotic Process Mining}, booktitle = {Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum, BPM 2024 Blockchain, RPA, CEE, Educators and Industry Forum Krakow, Poland, September 1-6, 2024, Proceedings}, editor = {Di Ciccio, Claudio and Fdhila, Walid and Agostinelli, Simone and Amyot, Daniel and Leopold, Henrik and Krč{\´a}l, Michal and Malinova Mandelburger, Monika and Polančič, Gregor and Tomičić-Pupek, Katarina and Gdowska, Katarzyna and Grisold, Thomas and Sliż, Piotr and Beerepoot, Iris and Gabryelczyk, Renata and Plattfaut, Ralf}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-70445-1}, doi = {https://doi.org/10.1007/978-3-031-70445-1_11}, pages = {169 -- 184}, year = {2024}, language = {en} } @inproceedings{RuttmannSchiendorfer2024, author = {Ruttmann, Julia and Schiendorfer, Alexander}, title = {SocialCOP: Reusable Building Blocks for Collective Constraint Optimization}, booktitle = {KI 2024: Advances in Artificial Intelligence, 47th German Conference on AI W{\"u}rzburg, Germany, September 25-27, 2024 Proceedings}, editor = {Hotho, Andreas and Rudolph, Sebastian}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-70893-0}, doi = {https://doi.org/10.1007/978-3-031-70893-0_15}, pages = {204 -- 217}, year = {2024}, language = {en} } @article{BilalPodishettiKovaletal.2024, author = {Bilal, M{\"u}henad and Podishetti, Ranadheer and Koval, Leonid and Gaafar, Mahmoud A. and Großmann, Daniel and Bregulla, Markus}, title = {The Effect of Annotation Quality on Wear Semantic Segmentation by CNN}, volume = {24}, pages = {4777}, journal = {Sensors}, number = {15}, publisher = {MDPI}, address = {Basel}, issn = {1424-8220}, doi = {https://doi.org/10.3390/s24154777}, year = {2024}, abstract = {In this work, we investigate the impact of annotation quality and domain expertise on the performance of Convolutional Neural Networks (CNNs) for semantic segmentation of wear on titanium nitride (TiN) and titanium carbonitride (TiCN) coated end mills. Using an innovative measurement system and customized CNN architecture, we found that domain expertise significantly affects model performance. Annotator 1 achieved maximum mIoU scores of 0.8153 for abnormal wear and 0.7120 for normal wear on TiN datasets, whereas Annotator 3 with the lowest expertise achieved significantly lower scores. Sensitivity to annotation inconsistencies and model hyperparameters were examined, revealing that models for TiCN datasets showed a higher coefficient of variation (CV) of 16.32\% compared to 8.6\% for TiN due to the subtle wear characteristics, highlighting the need for optimized annotation policies and high-quality images to improve wear segmentation.}, language = {en} } @article{NicklSommerhoffRadkowitschetal.2024, author = {Nickl, Michael and Sommerhoff, Daniel and Radkowitsch, Anika and Huber, Sina and Bauer, Elisabeth and Ufer, Stefan and Plass, Jan L. and Seidel, Tina}, title = {Effects of real-time adaptivity of scaffolding: Supporting pre-service mathematics teachers' assessment skills in simulations}, volume = {2024}, pages = {101994}, journal = {Learning and Instruction}, number = {94}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1873-3263}, doi = {https://doi.org/10.1016/j.learninstruc.2024.101994}, year = {2024}, abstract = {Background Scaffolding pre-service teachers' assessment process in video-based simulations can enhance their acquisition and refinement of assessment skills, for example, needed for accurate judgments of students' mathematical proof skills. Adapting this scaffolding to learners' individual learning processes, for example, based on text data during the assessment process, brings potential for increased learning gains. Aims In this study, we investigated the effectiveness of adaptive scaffolding based on real-time process data, specifically targeting pre-service mathematics teachers' assessment skills regarding students' mathematical proof skills in geometry. Sample Participants were 245 pre-service teachers. Methods In a pre- and post-test, participants completed a video-based simulation to measure their assessment skills regarding students' mathematical proof skills. During the intervention, participants were randomly assigned to complete the video-based simulation (i) without scaffolding, (ii) with non-adaptive scaffolding, or (iii) with adaptive scaffolding. Results We did not find significant benefits of adaptive scaffolding in enhancing pre-service teachers' judgment accuracy, aligning with prior research. For an in-depth analysis, we developed and applied a scheme to systematically validate design decisions for adaptive support. This scheme focuses on the selection and measurement of the source of adaptation and the employed support mechanisms. Applying this scheme pointed towards effects of adaptive scaffolding during the assessment process. Conclusions This study highlights the need for proximal measures to describe learning in short interventions, explores the intricacies of adaptive scaffolding, such as overlapping with design-loop adaptivity or the accuracy of automated coding, and provides a scheme for an in-depth evaluation of the adaptivity of scaffolding.}, language = {en} } @inbook{KoebeSchwarz2024, author = {K{\"o}be, Philipp and Schwarz, Jan Oliver}, title = {Superintelligenzen in der Technologie-gest{\"u}tzten Gesundheitsversorgung: Szenarien zu den Chancen und Risiken f{\"u}r Mensch und Gesundheit}, booktitle = {Technologien und Technologiemanagement im Gesundheitswesen: Potenziale nutzen, L{\"o}sungen entwickeln, Ziele erreichen}, editor = {Pfannstiel, Mario A.}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-43860-9}, doi = {https://doi.org/10.1007/978-3-658-43860-9_35}, pages = {679 -- 698}, year = {2024}, language = {de} } @article{KoebeSchillingsSchwarz2023, author = {Koebe, Philipp and Schillings, Tobias and Schwarz, Jan Oliver}, title = {How Superintelligence Affects Human Health: A Scenario Analysis}, volume = {28}, journal = {Journal of Futures Studies}, number = {2}, publisher = {Tamkang University}, address = {Taipei}, issn = {1027-6084}, doi = {https://doi.org/10.6531/JFS.202312_28(2).0005}, pages = {79 -- 99}, year = {2023}, language = {en} } @article{LandesbergerKediliogluWangetal.2024, author = {Landesberger, Martin and Kedilioglu, Oguz and Wang, Lijiu and Gan, Weimin and Kornmeier, Joana Rebelo and Reitelsh{\"o}fer, Sebastian and Franke, J{\"o}rg and Hofmann, Michael}, title = {High-Precision Visual Servoing for the Neutron Diffractometer STRESS-SPEC at MLZ}, volume = {24}, pages = {2703}, journal = {Sensors}, number = {9}, publisher = {MDPI}, address = {Basel}, issn = {1424-8220}, doi = {https://doi.org/10.3390/s24092703}, year = {2024}, abstract = {With neutron diffraction, the local stress and texture of metallic components can be analyzed non-destructively. For both, highly accurate positioning of the sample is essential, requiring the measurement at the same sample location from different directions. Current sample-positioning systems in neutron diffraction instruments combine XYZ tables and Eulerian cradles to enable the accurate six-degree-of-freedom (6DoF) handling of samples. However, these systems are not flexible enough. The choice of the rotation center and their range of motion are limited. Industrial six-axis robots have the necessary flexibility, but they lack the required absolute accuracy. This paper proposes a visual servoing system consisting of an industrial six-axis robot enhanced with a high-precision multi-camera tracking system. Its goal is to achieve an absolute positioning accuracy of better than 50μm. A digital twin integrates various data sources from the instrument and the sample in order to enable a fully automatic measurement procedure. This system is also highly relevant for other kinds of processes that require the accurate and flexible handling of objects and tools, e.g., robotic surgery or industrial printing on 3D surfaces.}, language = {en} } @article{AugustineSchwabKlarmannetal.2024, author = {Augustine, Nitin and Schwab, Maximilian and Klarmann, Steffen and Pfefferer, Christian and Schiendorfer, Alexander}, title = {Impact of Blemish Artefacts on Object Detection Models in Autonomous Driving: A Study on Camera Module Manufacturing Defects}, volume = {2024}, journal = {Procedia Computer Science}, number = {232}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1877-0509}, doi = {https://doi.org/10.1016/j.procs.2024.01.061}, pages = {616 -- 625}, year = {2024}, abstract = {With the rise of autonomous driving technology, concerns over the safety of AI-based systems have increased, particularly regarding their effect on human life and infrastructure. The complexity and unpredictable nature of AI-enabled software functions have disrupted traditional safety evaluation methods. In such a scenario, the quality control methods used at the manufacturing environments of sensors used for deploying AI-based perception functions need to be coupled with the downstream functions. This study focuses on investigating the impact of a specific production-related defect called blemish, which is caused by debris on image sensors of camera modules. The research aims to answer two fundamental questions: 1) How can blemish artifacts be mathematically modeled, and what is the process for developing a suitable dataset that incorporates this defect? 2) How can the influence of blemish artifacts on performance of object detection models be traced back to define quality requirements of the camera modules? This work takes a novel perspective by shifting the focus from improving model resilience to improving hardware quality camera modules by studying the effects of manufacturing defects on downstream functions. This research seeks to establish a framework to derive quality targets for front camera module manufacturing which can be extended to other sensors for similar applications.}, language = {en} } @inproceedings{KnollmeyerMrossMuelleretal.2023, author = {Knollmeyer, Simon and Mroß, Bj{\"o}rn and Mueller, Ralph and Großmann, Daniel}, title = {Ontology based knowledge graph for information and knowledge management in factory planning}, booktitle = {2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-3991-8}, doi = {https://doi.org/10.1109/ETFA54631.2023.10275409}, year = {2023}, language = {en} } @inproceedings{WinterBockHoosetal.2024, author = {Winter, Michael and Bock, J{\"u}rgen and Hoos, Johannes and Klausmann, Tobias and Schnebel, Boris and Schmitt, Siwara and Simon, Marco and Stolze, Melanie and Vieira da Silva, Luis Miguel and Kleinert, Tobias}, title = {Methods to Describe, Assign and Derive Capabilities from the Capability, Skill and Service (CSS) Model}, booktitle = {18. Fachtagung, EKA 2024, Entwurf komplexer Automatisierungssysteme, Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen}, editor = {Jumar, Ulrich and Diedrich, Christian}, publisher = {Institut f{\"u}r Automation und Kommunikation}, address = {Magdeburg}, doi = {http://dx.doi.org/10.25673/116039}, year = {2024}, abstract = {For the use of the CSS model, workflows are needed to describe, assign and derive capabilities. This contribution provides a Capability Determining method that encompasses the three underlying technology-independent methods to guide stakeholders in describing, assigning and deriving capabilities for manufacturing. The first underlying method, Describing Capabilities, describes a workflow for the formal semantic description of capabilities. The workflow for assigning capabilities to a production resource is explained using the second method Assigning Capability. In the last workflow, capabilities are derived from production specification or a process description using the method Deriving Capability.}, language = {en} } @inbook{Zehbold2024, author = {Zehbold, Cornelia}, title = {Product Lifecycle Management (PLM) im Kontext von Industrie 4.0}, booktitle = {Digitalisierung in Industrie-, Handels- und Dienstleistungsunternehmen: Konzepte - L{\"o}sungen - Beispiele}, editor = {Fend, Lars and Hofmann, J{\"u}rgen}, edition = {4., {\"u}berarbeitete und erweiterte Auflage}, publisher = {Springer Fachmedien Wiesbaden}, address = {Wiesbaden}, isbn = {978-3-658-43440-3}, doi = {https://doi.org/10.1007/978-3-658-43441-0_4}, pages = {115 -- 133}, year = {2024}, language = {de} } @inbook{HechtHofbauer2024, author = {Hecht, Dirk and Hofbauer, G{\"u}nter}, title = {Digital Procurement}, booktitle = {Digitalisierung in Industrie-, Handels- und Dienstleistungsunternehmen: Konzepte - L{\"o}sungen - Beispiele}, editor = {Fend, Lars and Hofmann, J{\"u}rgen}, edition = {4., {\"u}berarbeitete und erweiterte Auflage}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-43440-3}, doi = {https://doi.org/10.1007/978-3-658-43441-0_7}, pages = {169 -- 197}, year = {2024}, language = {de} } @inproceedings{LodesSchiendorfer2024, author = {Lodes, Lukas and Schiendorfer, Alexander}, title = {A multi-layer machine learning architecture for near real-time inference in manufacturing based on Apache Kafka and selective classification}, booktitle = {2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)}, editor = {Facchinetti, Tullio and Cenedese, Angelo and Lo Bello, Lucia and Vitturi, Stefano and Sauter, Thilo and Tramarin, Federico}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-6123-0}, doi = {https://doi.org/10.1109/ETFA61755.2024.10711030}, year = {2024}, language = {en} } @article{BegunSchlickewei2024, author = {Begun, Viktor and Schlickewei, Ulrich}, title = {Cost-optimized probabilistic maintenance for condition monitoring of wind turbines with rare failures}, volume = {2024}, journal = {Energy Reports}, number = {12}, publisher = {Elsevier}, address = {Amsterdam}, issn = {2352-4847}, doi = {https://doi.org/10.1016/j.egyr.2024.10.041}, pages = {4864 -- 4882}, year = {2024}, abstract = {We propose a method, a model, and a form of presenting model results for condition monitoring of a small set of wind turbines with rare failures. The main new ingredient of the method is to sample failure thresholds according to the profit they give to an operating company. The model is a multiple linear regression with seasonal components and external regressors, representing all sensor components except for the selected one. To overcome the scarcity of the training data, we use the median sensor values from all available turbines in their healthy state. The cumulated deviation from the normal behavior model obtained for this median turbine is calibrated for each turbine at the beginning of the test period and after known failures. The proposed form of presenting results is to set a scale for possible costs, control for random maintenance, and show a whole distribution of costs depending on the free model parameters. We make a case study on an open dataset with SCADA data from multiple sensors and show that considering the influence of turbine components is more critical than seasonality. The distribution, the average, and the standard deviation of maintenance costs can be very different for similar minimal costs. Random maintenance can be more profitable than reactive maintenance and other approaches. Our predictive maintenance model outperforms random maintenance and competitors for the whole set of considered turbines, giving substantial savings.}, language = {en} } @inbook{Bechthold2024, author = {Bechthold, Laura}, title = {{\"U}ber die Kraft des Zweifels und wahren Fortschritt}, booktitle = {Das große Buch der Strategie: Von der Reformation bis zur digitalen Transformation}, subtitle = {Wie sich die Generation Y mit Vordenkern aus der ganzen Welt auf die Suche nach einer erstrebenswerten Zukunft machte.}, editor = {Wreschniok, Robert}, publisher = {Franz Vahlen}, address = {M{\"u}nchen}, isbn = {978-3-8006-7198-4}, doi = {https://doi.org/10.15358/9783800671984-136}, pages = {136 -- 155}, year = {2024}, language = {de} } @inbook{Goetz2019, author = {G{\"o}tz, Heike}, title = {Frauenfreundliche Arbeitskontexte}, booktitle = {F{\"u}hrung und ihre Herausforderungen}, editor = {Sackmann, Sonja}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-25278-6}, doi = {https://doi.org/10.1007/978-3-658-25278-6_13}, pages = {263 -- 288}, year = {2019}, language = {de} } @inproceedings{SchiendorferLiscaOutafraoutetal.2024, author = {Schiendorfer, Alexander and Lisca, Gheorghe and Outafraout, Karima and Michailov, Lilia and K{\"a}tzel, Pascal and Felix, Rudolf}, title = {Gas Grid Copilot: Can a MORL Agent Assist a Dispatcher in Managing a Gas Grid?}, booktitle = {ECAI 2024: 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings}, editor = {Endriss, Ulle and Melo, Francisco S. and Bach, Kerstin and Bugar{\´i}n-Diz, Alberto and Alonso-Moral, Jos{\´e} M. and Barro, Sen{\´e}n and Heintz, Fredrik}, publisher = {IOS Press}, address = {Amsterdam}, isbn = {978-1-64368-548-9}, doi = {https://doi.org/10.3233/FAIA241025}, pages = {4443 -- 4446}, year = {2024}, abstract = {The distribution of fuel gases is undergoing major changes due to decarbonization efforts: Non-fossil gases such as biomethane or renewable hydrogen can lead to the reuse of existing gas infrastructure for gas storage, transport, and distribution to reduce greenhouse gas emissions while maintaining a high energy security. For safe and efficient operation, we propose Gas Grid Copilot (GGC) as a demonstrator of a multi-objective reinforcement learning agent that trains in a simulated gas grid environment to control a grid by modifying its inflow into a mass storage. Multiple, possibly conflicting reward signals are included. Their conflicts and synergies of rewards are analyzed using techniques from multi-criteria decision making, more specifically a conflict interaction matrix based on extended fuzzy logic. That way, dispatchers of a gas grid can explore the effects of reward prioritizations and their consequences safely.}, language = {en} } @article{SchroppSchwarzBuder2024, author = {Schropp, Theresa Constanze and Schwarz, Jan Oliver and Buder, Fabian}, title = {Corporate foresight in light of the COVID-19 pandemic—The crisis as a driver?}, volume = {6}, pages = {e178}, journal = {Futures \& Foresight Science}, number = {2}, publisher = {Wiley}, address = {Hoboken}, issn = {2573-5152}, doi = {https://doi.org/10.1002/ffo2.178}, year = {2024}, abstract = {AbstractOur study emphasizes the evolving nature and increasing relevance of corporate foresight (CF) in a volatile, uncertain, complex, and ambiguous world. This research, therefore, contributes to the foresight literature, concerned with the antecedents and motivators of CF as it investigates how external events that are characterized by great uncertainty influence the CF practice of large companies. On the example of the COVID-19 pandemic and based on a study of 25 interviews, this empirical research reveals that such events provoke an intensified engagement with the future within companies as implied by a greater resource commitment and interest in foresight. Thereby, CF and especially the development of multiple future scenarios, are considered helpful in countering uncertainty and facilitating responsiveness.}, language = {en} } @book{vonHeldSchwarz2024, author = {von Held, Felix and Schwarz, Jan Oliver}, title = {Robust Leadership}, subtitle = {Sicheres F{\"u}hren in unsicheren Zeiten}, publisher = {Frankfurter Allegmeine Buch}, address = {Frankfurt am Main}, isbn = {978-3-96251-205-7}, pages = {159}, year = {2024}, language = {de} } @inproceedings{BockKlausmannKleinertetal.2024, author = {Bock, J{\"u}rgen and Klausmann, Tobias and Kleinert, Tobias and K{\"o}cher, Aljosha and Simon, Marco and Winter, Michael}, title = {A Formal Approach to Defining Effects of Manufacturing Functions}, booktitle = {2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)}, editor = {Facchinetti, Tullio and Cenedese, Angelo and Lo Bello, Lucia and Vitturi, Stefano and Sauter, Thilo and Tramarin, Federico}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-6123-0}, doi = {https://doi.org/10.1109/etfa61755.2024.10710847}, year = {2024}, language = {en} } @inproceedings{AxmannHarmokoHermetal.2021, author = {Axmann, Bernhard and Harmoko, Harmoko and Herm, Lukas-Valentin and Janiesch, Christian}, title = {A Framework of Cost Drivers for Robotic Process Automation Projects}, booktitle = {Business Process Management, Blockchain and Robotic Process Automation Forum, BPM 2021 Blockchain and RPA Forum Rome, Italy, September 6-10, 2021, Proceedings}, editor = {Gonz{\´a}lez Enr{\´i}quez, Jos{\´e} and Debois, S{\o}ren and Fettke, Peter and Plebani, Pierluigi and van de Weerd, Inge and Weber, Ingo}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-85867-4}, doi = {https://doi.org/10.1007/978-3-030-85867-4_2}, pages = {7 -- 22}, year = {2021}, language = {en} } @inproceedings{KampaGrossmann2023, author = {Kampa, Thomas and Großmann, Daniel}, title = {Half\&Half: Intra-Flow Load Balancing and High Availability for Edge Cloud-enabled Manufacturing}, booktitle = {2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-3991-8}, doi = {https://doi.org/10.1109/ETFA54631.2023.10275483}, year = {2023}, language = {en} } @thesis{2023, author = {., Mohd Zubair Akhtar}, title = {AI-based crack prediction of solder joints using FEA simulation and SAM data}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-32514}, pages = {iv, 70}, school = {Technische Hochschule Ingolstadt}, year = {2023}, abstract = {This study presents a novel framework for accurately predicting the occurrence of cracks in solder joints in electronic devices. By combining Finite Element Analysis (FEA) simulations and machine learning techniques, the proposed framework predicts the percentage of solder pad cracks with accuracy and cost-effectiveness. FEA simulations provide a large dataset for training machine learning models. At the same time, the integration of artificial neural network (ANN) and convolutional neural network (CNN) architectures improve the accuracy of predictions. This framework has the potential to significantly improve the reliability and efficiency of predicting solder joint failures in the electronics industry, thus improving the performance and safety of electronic systems in safety-critical applications.}, language = {en} } @thesis{Okoye2022, author = {Okoye, Innocent Mmaduabuchi}, title = {Integrating UiPath automation hub and net present value method in assessing robotic process automation project for small and medium-sized enterprise}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-34966}, pages = {x, 67, xxiv}, school = {Technische Hochschule Ingolstadt}, year = {2022}, abstract = {This thesis focuses on providing relevant theoretical and practical understanding using UiPath automation for cost benefit analysis while testing and deploying Robotic Process Automation. An applied method was used in evaluating this potential investment with respect to its profitability in a Small and Medium-sized Enterprise (SME). In addition to this assessment, a capital budgeting method that contributes to an Enterprise decision making, proves to be relevant and this was discussed in detail following a practical demonstration in the context of digital transformation.}, language = {en} } @thesis{BenAissia2022, author = {Ben Aissia, Douja}, title = {Potential of digitalization to improve the risk management in supply chain processes}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-34871}, pages = {66}, school = {Technische Hochschule Ingolstadt}, year = {2022}, abstract = {The target of the research is to investigate the use of technologies and IoT in Supply Chain Management for the decision-making process to minimize the risk management and process optimization. The analysis is conducted with the use of the SCOR methodology, the literature research and participation in Webinar of industry experts. The results gathered exemplify and support the research questions which supposed in the beginning. To conclude, the application of logistics technology has an adverse impact on the process in the supply chain that results in an asset for any industry or organization.}, language = {en} } @thesis{Ibolekwu2021, author = {Ibolekwu, Benedict Chika}, title = {Success factors for planning and operating decentralized photovoltaic power plants in Nigeria}, publisher = {Technische Hochschule Ingolstadt}, address = {Ingolstadt}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:573-21910}, pages = {x, 63}, school = {Technische Hochschule Ingolstadt}, year = {2021}, abstract = {The energy sector has always been something of great importance to many countries in the history of technological development and advancement. When one hears of the word renewables, it is not something which is just new because if one critically looks at it, one will affirm that such forms of energy resources has always been in existence but has not properly been harnessed for technological growth. The Nigerian situation is one which could be described as being pathetic as Nigeria has been blessed with lots of natural resources based on its location which is close to the equator. However, since the period of the oil boom in the 1970s, Nigeria has focused all its attention on oil and fossil fuel with neglect towards other forms of development for its citizens. As a result of this, there is the case of constant lack within the country and most young people continue to depend on the government to effect the positive change which may never come if a drastic conscientization of minds and revolution is not embraced. The emergence of modes of renewables especially through the installation of solar panels has been seen as one of the ways through which such revolution may come into effect as young people are beginning to see how they could go into these untapped resources and harness a means of positive growth. Key Words: Photovoltaic, Solar, Energy, Renewables, Electricity, Nigeria, Employment.}, language = {en} }