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Positron Emission Tomography (PET) is becoming more and more important in clinical routine
applications. One of the major limitations is the sensitivity to patient motion especially in the thorax
to periodic respiratory movement. Another open point of discussion is the method how to define the
tumor volume, especially when the precise knowledge of the tumor borders is important as in
radiation treatment planning. Therefore, in this work these two topics to improve quantification in
PET imaging have been addressed. First a new motion correction algorithm was implemented using
image deblurring including movement information of a 4D Computed Tomography (CT). This method,
which has the advantage of not increasing the PET acquisition time as other motion correction
techniques, was applied to phantom and patient data and showed promising result in improvement of lesion quantification. In phantom studies an improvement of up to 49% in lesion volume and in
patient studies of up to 33.3% could be demonstrated.
In the second part of this work, a new segmentation method based on textural parameters was
implemented and validated as well in phantom and patient data. In the latter a validation with
histopathological data was performed showing a very good performance of the new algorithms,
especially in larger lesions. Best result could be shown in phantom data and patient data for the
segmentation algorithm based in the local entropy.
In summary, two algorithms were implemented and validated which can improve quantification of
PET imaging furthermore
For most humanoid robots, falls are the predominant limiting factor affecting their applications and autonomy to move in irregular environmental conditions. A similar susceptibility to falls can also be observed in humans during various daily activities due to balance control deficits or neuromusculoskeletal disorders. Despite the remarkable adaptability of the human locomotor system, as well as recent developments in robotics, balance loss and falls persist. To gain new insights into the complex interactions between bipedal locomotion and balance loss, we linked humanoid robots and humans into humanoid systems and focused on the accurate monitoring of the locomotor segment’s kinematics. This is an essential component for detecting and assessing balance disturbances, thereby improving the robustness during bipedal locomotion. Therefore, this thesis focused on the development of an inertial measurement cluster for direct kinematic measurements of, i.e. omitting numerical differentiation, a mathematical process that greatly amplifies single noise. However, despite the aim to increase the resilience of the bipedal locomotion and thereby reduce the fall risk in humanoid systems, the methods applied in this thesis had to differ in addressing the detection and assessment of balance disturbances. Therefore, the thesis comprises three sets of studies concerning the fields of humanoid robotics, humans, and sensor uncertainty assessment. In the first theoretical study, we introduced the mathematical concept of the inertial measurement cluster with special emphasis on its impact on providing sensory feedback on detected situational loss of balance during bipedal locomotion in humanoid robots. This was achieved through a kinematics-driven framework based on robust inverse dynamics evaluation and the reduction of numerical differentiation in critical terms by directly measuring the angular acceleration vector. Subsequently, we proposed a sensor fusion algorithm to estimate both the magnitude and application line of externally applied forces on robots in theory. In the second set of studies about humans, we addressed the remote detection and assessment of trip and slip events. Therefore, the sensitivity of the proposed wearable sensor-framework system (inertial measurement cluster combined with an evaluation framework) to automatically detect balance disturbances was examined. We were able to automatically assess the balance recovery performance of individuals and resolved the well-known adaptation phenomena to repeated trip-like perturbations. Subsequently, we expanded the functional scope of the wearable sensor-framework system and provided evidence of its high accuracy in detecting and classifying balance disturbances during simulated activities of daily life. In the third set of studies, we established a multi-method framework to provide an experimental angular acceleration reference to objectively quantify the measurement uncertainty of the proposed inertial measurement cluster. Moreover, we confirmed the reference can serve as a measurement standard. Finally, based on the measurement standard, we proposed a concept for an adjustment routine to compensate for the deterministic errors of the inertial measurement cluster and confirmed a measurement uncertainty reduction. In conclusion, we established a sensor suitable for humans and humanoid robots, omitting numerical differentiation, and confirmed its significantly reduced measurement uncertainty. The proposed framework approaches based on the inertial measurement cluster were the key factors for the accurate detection of balance disturbances in humanoid robots as well as humans, highlighted by comparisons to conventional methods based on numerical differentiation. Consequently, the proposed sensor and frameworks have the potential to provide new insights into the causes of balance disturbances or factors that lead to insufficient reactive actions to prevent falls in humanoid robots and humans.
Die vorliegende Arbeit untersucht die Forschungsfrage Welche fachspezifischen Faktoren beeinflussen den Einsatz digitaler Medien in der sportlichen Lehre von rheinland-pfälzischen Sportlehrkräften und Lehrkräftebildner:innen? Grundlage der Untersuchung bildet das Will-Skill-Tool-Modell zur Technologieintegration von Knezek et al. (2003), das drei zentrale Einflussfaktoren differenziert: (1) Die individuellen Haltungen und Einstellungen der Lehrperson gegenüber digitalen Medien (Will), (2) die subjektiv wahrgenommenen digitalisierungsbezogenen Kompetenzen (Skill) und (3) der Zugang zu technischer Infrastruktur (Tool).
Im Rahmen der Studie wurden 55 problemzentrierte leitfadengestützte Interviews mit rheinland-pfälzischen Sportlehramtsstudierenden, Lehramtsanwärter:innen, Lehrkräften, Seminarleiter:innen des Unterrichtsfaches Sport und Hochschuldozierenden, welche in der universitären Ausbildung von Sportlehrkräften involviert sind, durchgeführt.
Die Ergebnisse zeigen, dass die Beteiligten digitale Medien maßvoll einsetzen, wobei der Schwerpunkt auf der Nutzung von Videos und der Entlastung der Lehrperson liegt. Die Befragten stehen dem Einsatz digitaler Medien in der sportlichen Lehre überwiegend positiv gegenüber, empfinden jedoch häufig ein Spannungsfeld zwischen Mediennutzung und einem potenziellen Verlust an Bewegungszeit. Die erforderlichen digitalisierungsbezogenen Kompetenzen sollen aus Sicht der Be-fragten das Lernen mit Medien als Unterrichtswerkzeuge unterstützen, während kritisch und reflexive Aspekte kaum thematisiert werden. Im Vergleich zu Schulen wird die technische Ausstattung von Sporthallen als verbesserungswürdig wahrgenommen, was den Medieneinsatz hemmt. Die COVID-19-Pandemie hatte laut den Befragten einen signifikanten Einfluss auf den Medieneinsatz, die persönlichen Einstellungen und die individuellen digitalisierungsbezogenen Kompetenzen.
Die Ergebnisse deuten darauf hin, dass der Medieneinsatz nicht mehr ausschließlich als abhängige Variable betrachtet werden kann, sondern selbst Einfluss auf die Aspekte Will und Skill ausübt. Die spezifische Betrachtung der Modellkategorien legt nahe, dass dem Aspekt Tool für die sportliche Lehre eine besondere Bedeutung zukommt. Handlungsempfehlungen zur Förderung eines nachhaltigen und effektiven Einsatzes digitaler Medien in der sportlichen Lehre umfassen die verbindliche Integration digitaler Medien in Fachcurricula, die Gestaltung niederschwelliger Fortbildungen, die adäquate Ausstattung von Sporthallen und den Ausbau von Unterstützungsstrukturen.
Analyse und Bewertung der Resilienz von Unternehmen und Geschäftsprozessen aus Ressourcensicht
(2025)
Companies can be affected by events that adversely impact their business operations. These events can originate from corporate environments or within companies themselves. The effects of these events may be quite diverse and can threaten the survival of companies in the worst case. To deal with events that can adversely impact business operations of companies, the concept of resilience can be used. The concept of resilience relates to the ability of companies to handle adverse circumstances. It encompasses different aspects from measuring to restoring and strengthening the resilience of companies. This dissertation deals with the concept of resilience within the corporate context. It considers the concept of resilience from a company and business process perspective and provides different research contributions for this contexts. From a company perspective, a concept and a model are presented that serve as the basis to analyse the resilience of companies. The concept shows essential elements that are important for considering the resilience of companies. The model outlines the range that can be used to analyse the resilience of companies. Furthermore, a corporate maturity model is introduced to assess the resilience of companies. It encompasses different attributes and resilience levels to determine and improve the resilience of compannies. From a business process perspective, a lifecycle and metrics for business process resilience are presented. The lifecycle shows different phases relating to resilience considerations of business processes. The metrics are used to measure the resilience of business processes.
Feuerfestmaterialien nehmen in industriellen Prozessen, die hohe Temperaturen erfordern, eine maßgebliche Rolle ein. Eine vollständige Charakterisierung ihrer Eigenschaften ist erforderlich, um potentielle Defizite zu identifizieren und adäquate Struktur-Eigenschafts-Korrelationen prognostizieren zu können. Die vorliegende Arbeit evaluiert anhand von drei exemplarischen Anwendungsbeispielen die Eignung der Röntgen-Computertomographie (engl.: X-Ray Computertomography, XRT) als Analysemethode zur Untersuchung feuerfester Materialien. Der Schwerpunkt liegt hierbei auf Strategien zur Untersuchung des Gefüges hinsichtlich seiner Strukturen, Defekte sowie Porosität bzw. Porenverteilung und -morpho-logie und darüber hinaus auch auf der Analyse von Rissen. Die XRT ermöglicht die hochauflösende, zerstörungsfreie, dreidimensionale (3D) und reproduzierbare Untersuchung innerer und äußerer Strukturen des Körpers. Die im Rahmen dieser Arbeit durchgeführten Studien verdeutlichen, welches Potential sich insbesondere bei der Kombination der XRT mit konventionellen Methoden ergibt.
Invasive crayfish are a serious threat and ecosystem engineers that compete with native species for shelter and food resources, show combative interactions against native species, and negatively affect species diversity. In this work, I used two North American invasive crayfish species that have successfully spread across Europe spinycheek crayfish (Faxonius limosus) and signal crayfish (Pacifastacus leniusculus) as models to assess their potential Impacts on native benthic fish, stone loach (Barbatula barbatula) and bullhead (Cottus gobio), which are among the most common benthic fish in Europe. I have investigated the competition for shelter and agonistic interactions between these invasive crayfish species and the native benthic fish species under laboratory conditions have employed a multi-object tracking algorithm to monitor and visualize the fish's and crayfish's activity inside the experimental tank. Spinycheek and signal crayfish successfully displaced both benthic fish species from their shelter. Both crayfish species attected the behaviour of stone loach, reducing its activity and increasing its hiding outside the shelter. Although bullheads did not reduce shelter use, they displayed similar behavioural changes, if less intense, In addition, I demonstrated remarkable aggressive interactions by both crayfish species against stone loaches and bullheads. Further investigations were performed to assess how variations in crayfish density influence the structure of invertebrate communities. I conducted comparative analyses of community composition across nine stream sites with varying densities of signal crayfish in Wied Stream, Germany. These findings revealed a correlation between crayfish density and diversity and evenness of invertebrates, suggesting that signal crayfish pose a substantial threat to Invertebrate biodiversity
In conclusion, this thesis reveals that these invasive crayfish species not only compete with native biota for essential resources but also fundamentally alter the ecological dynamics of freshwater habitats. This thesis emphasises the urgent need to manage and mitigate the potential consequences of crayfish invasion and to preserve native aquatic ecosystems.
In sowohl den Kulturwissenschaften als auch den Kognitionswissenschaften haben sich neuere
Theorien etabliert, welche verstärkt die Verkörperung und Materialität unseres Denkens, Fühlens und
Handelns betonen. Diese Dissertation untersucht aus der Perspektive der philosophischen
Anthropologie, wie die ‚material culture studies‘ sowie die ‚embodied cognition‘-Forschungen
zusammengedacht werden können. Im Fokus liegt hier der Phänomenbereich der Musik: Denn nicht
nur spielen bei dieser eine Vielzahl von Gegenständen der materiellen Kultur eine zentrale Rolle
(Instrumente, Tonträger, etc.), sondern auch der Körper des hörenden oder musizierenden Subjekts.
Die philosophische Reflexion erfolgte vor allem aus der Perspektive des Enaktivismus, einer
spezifischen Strömung der ‚embodied cognition‘, ergänzt durch Konzepte und Ansätze aus den
Traditionen der Phänomenologie und des Pragmatismus. Diese wurden nicht nur herangezogen, um
zusammen mit dem enaktivistischen Denken auf der Sachebene die verkörperte Natur der Musik
darzustellen, sondern auch um die methodische Problemstellung zu behandeln: Der
phänomenologische Gedanke des Doppelaspekts von Leib und Körper (Fuchs) und die pragmatistische
Anthropologie der Artikulation (Jung) dienten eben dazu, das Zusammendenken von Kognitions- und
Kulturwissenschaften in Bezug auf Musik zu ermöglichen.
So ließen sich verschiedene Detailfragen zu den beiden größeren Themenkomplexen der
Wahrnehmung von und des Umgangs mit Musik(-kultur) beantworten, inklusive solche bezüglich der
Rolle des Affektiven und des Sozialen sowie nach der möglichen Ausdehnung von Kognition und Leib.
Zusätzlich ergab sich so auch eine exemplarische Demonstration der methodologischen Gedanken, da
diese Fragestellungen anhand der genannten Konzepte untersucht wurden und so deren Fruchtbarkeit
für das Verbinden von natur- und kulturwissenschaftlichen Forschungen dargelegt werden konnte.
Water is the basis of all life, a biotope for a variety of organisms and an important component of the
natural balance. For this reason, it is essential to protect water from contamination by anthropogenic
organic micropollutants (MPs) and to develop various innovative strategies for the treatment and reuse
of wastewater. Conventionally biologically treated municipal wastewater contains many organic MPs
that pose a potential threat to aquatic ecosystems and drinking water resources. To date, the focus has
been on physicochemical processes such as activated carbon treatment or ozonation to improve the
removal of MPs in wastewater treatment plants (WWTPs), while knowledge of biological removal
processes and ways to optimize the biological removal of organic MPs is comparatively limited.
Especially in arid and semi-arid regions, treated wastewater is also an important resource for wastewater
reuse for irrigation or drinking water treatment. In consequence of increasing droughts due to climate
change, the reuse of treated wastewater is also increasingly being discussed in Germany. Often the water
is reused after targeted groundwater recharge, while concepts for optimizing the removal of MPs during
soil passages are still scare. In order to assess the potential and limitations of biological wastewater
treatment as well as targeted groundwater recharge for the removal of organic MPs, a better knowledge
of the biological biotransformation processes and the environmental conditions influencing them is
required. Microbial communities and their enzyme pools play a key role in these processes. However,
the influence of environmental conditions on the composition and functional characteristics of microbial
communities, and how this in turn affects the biotransformation potential of MPs with different
structural characteristics, has been little studied. In addition, knowledge about MP-biotransforming
bacteria is often derived from enrichment or even pure culture studies, which are not directly transferable
to the environment.
Against this background, this dissertation focuses on the systematic investigation of the
biotransformation of MPs in contact with activated sludge (simulation of biotransformation processes
in biological treatment stages of WWTPs) and filter materials (simulation of processes in groundwater
recharge systems) under defined laboratory conditions. The aim is to elucidate relationships between
the composition and functional characteristics of microbial communities, microbiologically determined
biotransformation processes and their optimal process conditions, as well as the chemical structure and
primary enzymatically catalyzed biotransformation reactions of MPs.
The first part of the work focuses on the composition of microbial communities and the
biotransformation of MPs depending on defined process parameters in five differently operated
wastewater reactors, divided into two reactor cascades at pilot scale and one full-scale WWTP. The first
cascade consisted of three reactors, the first of which served as a reference reactor with conventional
activated sludge (CAS) treatment. The following reactors operate under anoxic to anaerobic and strictly
anaerobic conditions, respectively. The other cascade consists of two reactors, the first anaerobic and the second aerobic, followed by a simplified vessel to prevent nitrate output, as half of the effluent was
recirculated to the first anaerobic reactor. All five reactors and the WWTP were analyzed for the
biotransformation of 33 MPs and the composition of the microbial community by LC-MS/MS and 16S
rRNA gene sequencing, respectively. The results showed a slight but significant improvement in the
overall biotransformation of MPs in the reactor cascades (about 20%) compared to the WWTP. In
particular, the biotransformation of compounds that are not or only slightly degradable (< 30%) in
conventional wastewater treatment, such as diatrizoate, venlafaxine and diclofenac, was significantly
improved (about 70%). Twelve of the 33 MPs showed an increase in biotransformation of at least 30%
compared to the reference reactor and the WWTP. In detail, the reactor cascade consisting of the
anaerobic pre-treatment showed three times more MPs than the reactor cascade with the anaerobic post-
treatment. Although the environmental conditions (nutrient availability and redox conditions) differed
considerably between the reactors, molecular analysis of the microbial community revealed a core
community of 143 genera, with 54% of the taxa belonging to the phylum Proteobacteria, with the beta
subdivision as the most dominant class. On the other hand, a specialized community consisting of 90
genera was identified that contributed most to the differences between the reactor communities. These
genera were shown to reflect the prevailing nutrient, redox and operating conditions of each treatment.
It was also found that the relative abundances of several genera of the specialized community correlated
with the biotransformation of certain MPs as well as with process parameters (especially redox
conditions). These genera may not necessarily be directly involved in the biotransformation of MPs, but
could be promising biological indicators for the establishment and control of operating conditions
favorable to the biotransformation of certain MPs. For the two reactor cascades analyzed, it was
concluded that the redox conditions as well as the carbon supply were essential factors for the
composition of the specialized community and the biotransformation of the MPs. In addition, the 16S
rRNA gene amplicon sequencing proved to be a complementary tool to confirm process conditions by
correlation. In conclusion, the efficiency of MP biotransformation in conventional WWTPs depends on
key parameters such as redox conditions, biodiversity or the presence of several genera of specialized
microbial communities identified as indicator organisms.
Against the background of previous knowledge that biofilms from moving bed biofilm reactors
(MBBRs), which have been used so far in a few WWTPs, are more efficient in biotransforming certain
MPs, the second study used laboratory batch experiments to investigate the extent to which the
biotransformation potential of carrier-attached biofilms and suspended sludge from hybrid MBBRs
differ between three WWTPs, and whether these differences were also reflected in the composition of
the bacterial communities. The 31 MPs investigated were grouped according to their biotransformation
rates and examined for relationships between the biotransformation behavior and the known primary
biotransformation reactions are discernible. In general, the study confirmed the potential of hybrid
MBBRs for improved biotransformation of a variety of MPs. This could be attributed to an increased
biotransformation potential of the carrier-attached biofilms, especially for oxidatively degradable substances such as trimethoprim, diclofenac and mecoprop. Correlation analyses showed statistically
significant relationships between the occurrence of certain bacterial genera (e.g. Acidibacter, Nitrospira
or Rhizomicrobium) and the biotransformation rates of certain MPs. Thus, some of the identified genera
were also discussed as suitable indicators for the biotransformation potential of suspended sludge or
carrier-attached biofilm.
In the third part of the work, the biotransformation of up to 78 MPs was investigated under different
redox and substrate conditions in a defined column system at laboratory scale as well as ex situ under
uniform incubation conditions by incubating the column filter material in batch experiments. MPs were
categorized based on their biotransformation behavior and how well these categories matched primary
transformation reactions known from the literature or predicted using the Eawag pathway prediction
system for modelling microbial biotransformation pathways. The column system investigated consisted
of two large columns filled with technical sand, an intermediate aeration and four smaller columns, all
connected in series. In the first column, characterized by a carbon-rich environment with high biomass
and strong oxygen depletion, 23 MPs were efficiently removed (>80% removal), while 19 substances
were better or exclusively removed under carbon-limited oligotrophic conditions in the columns after
re-aeration. While the MPs removed predominantly in the first column were mostly attributed to
biotransformation by comparatively ubiquitous and fast transformation reactions such as the oxidation
of alcohols or amide hydrolysis, the biotransformation of MPs removed more efficiently under the oxic
and oligotrophic conditions in the rear columns was characterized by slower transformation reactions
such as N-dealkylation of primary and secondary amines or the hydroxylation of aromatic rings. In
addition, several specific reactions described in the literature, such as the cleavage of C-Cl and C-O
bonds, could only be identified under oligotrophic conditions. The results suggest that conditions of
limited carbon availability may favor the development of alternative metabolic biotransformation
pathways. Furthermore, the observed association between system-specific MP removal and the expected
primary biotransformation reactions from the literature and prediction systems could serve as a basis for
accurately identifying the relevant enzymes in future studies, using metagenomic or metatranscriptomic
data.
Based on these considerations, molecular biological investigations were carried out in the fourth part of
this work by generating sequence-based data complementary to the biotransformation rate constants
during the batch experiments carried out in the third study. A first aim was to identify a statistical relation
between the microbial composition, the process conditions and the nutrient availability as well as the
biotransformation potential of 42 MPs depending on the biomass in the columns of the system.
Furthermore, the metabolic activities of the microbial communities of the first two columns of the
system were analyzed and the identified active enzymes were assigned to known metabolic pathways
and the activities were compared. In addition, the extent to which the biotransformation potential of the
columns was also reflected in the activity of enzymes that have been proven to belong to biotransformation pathways of MPs was investigated. To this end, modern sequencing methods were
used to generate data on the composition of the microbial community (16S rRNA gene sequencing) and
its actual activity in the form of expressed genes (metatranscriptome sequencing). The biotransformation
rates from the batch experiments of the third study were used by normalizing them with the gene copy
numbers (kbio), which were representative of the biomass. For half of the MPs, the highest normalized
kbio values were identified in the rear columns with increased carbon-limiting conditions. Furthermore,
most of the MPs investigated, such as sulfathiazole, sulfamethoxazole or rufinamide, showed an
improved biotransformation potential in these columns. The higher biotransformation potential under
carbon-limiting conditions was also confirmed by metatranscriptomic analysis, where an increased
metabolic capability and a higher functional activity to degrade MPs were observed in the carbon-
limiting column compared to the first nutrient-rich column. Taxonomic analysis revealed a decreasing
trend in biodiversity with a simultaneous increase in carbon-limiting conditions. Furthermore, the
microbial community differed depending on the nutrient and process conditions of the column materials
analyzed. However, within the carbon-limiting columns, the microbial community was similar and were
dominated by the genus Pseudomonas. By relating the biotransformation of MPs to the relative
abundance of taxa in the carbon-limiting columns, the genera of the phylum Acidobacteria and the
classes Alpha- and Gammaproteobacteria showed particularly high associations. In addition, four genera
showed a statistically positive correlation with the two structurally similar MPs sulfamethoxazole and
sulfathiazole.
Overall, no general improvement in biotransformation could be found for all MPs under the conditions
considered, with system- and condition-specific changes observed for individual compounds. However,
the studies indicated favorable environmental conditions for groups of MPs that showed increased
biotransformation linked with high abundant taxa, especially under carbon-limiting conditions and in
carrier-attached biofilms.
Within the scope of this work, new test methods were developed to determine the characteristic product properties of ladle well filler sands. Background is that up to now, there are no approved test methods for these product properties such as pourability, sintering behavior and infiltration behavior.
To substantiate this deficiency in testing methods, the general state-of-the-art testing methods of cohesionless bulk materials is presented and a variety of publications on ladle well filler sands are reviewed for their applied testing methodology.
The development of new test methods for the characterization of ladle well filler sands was based on test methods that were in part already standardized, such as the permeability measurement (infiltration) according to DIN 18130-1 from the field of geotechnics, the determination of the flow time with flow cups for coating materials (flowability) according to DIN EN ISO 2431:2011 and the monotonic heating method (MMH) according to ASTM E2584-20 for determining the thermal conductivity.
Since these test methods were not designed for examining free-flowing, non-cohesive bulk materials and therefore not for examining ladle well filler sand, it was necessary to adapt the parameters of the standardized test methods for use with well filler.
The parameters of the test methods mentioned (DIN 18130-1; DIN EN ISO 2431 and ASTM E2584-20) were checked for applicability and transferability to ladle well filler sand and new suitable parameters were added. The reproducibility of the results of the test methods was checked by a series of tests and the decisive influencing factors of ladle well filler sand on the results were determined.
The relevance of the results of the newly developed test methods was verified based on results from the European research project ILORA ("Improvement of Ladle Opening Rates", funded by the "Research Fund for Coal and Steel" RFCS, 2013-2016) and numerous publications with results from other research projects.
From the results of the newly developed test methods, key figures for the pourability, sintering behavior and infiltration behavior of ladle well filler sands were derived. The combination of these key figures was converted into a holistic analysis of ladle well filler sands, finally leading to an evaluation grid for well fillers. It is exactly that grid respectively network, that now allows for the first time to make qualified and reliable statements about the suitability for use of ladle well filler sands prior to industry application, which significantly facilitates the new development of such well fillers.
Eisenbahnunternehmen setzen Condition Monitoring Systeme (CMS) zur Überwachung ihrer Anlagen und Komponenten ein. CMS sind im Risikomanagement der Branche relevant, aber ihr Einsatz leidet unter einem Präventionsparadoxon: Sie werden oft erst nach Schäden oder Richtlinien eingeführt. CMS können auch den Instandhaltungsaufwand reduzieren. Bei den streckenseitigen WTMS tragen Infrastrukturbetreiber die Kosten, während Verkehrs-unternehmen den Nutzen durch effizientere Instandhaltung sehen. Um fundierte Geschäftsmodelle zu entwickeln, muss deshalb der Nutzen von CMS quantifiziert werden. Die Informationsqualität, einschließlich der Sensoren und der Symptomaussagekraft, beeinflusst diesen Nutzen. Diese Verbindung von Anwendungswert und Nutzen ist bisher unzureichend erforscht. Aufgrund dessen ist das Forschungsziel folgendermaßen gesetzt worden: Entwicklung eines systemdynamischen Modells und eines Verfahrens zur Erfassung des Informationswertes von Condition Monitoring Systems, anhand des Fallbeispiels der Radsatzlagerüberwachung im Eisenbahnverkehr.“
Das Forschungsziel dieser Arbeit umfasst als Erkenntnisziel das Verständnis der Zusammenhänge und Wechselwirkungen im CMS und dabei den Nutzen des Einsatzes der Systeme zu bewerten. Das Gestaltungsziel beinhaltet die Untersuchung der Eignung des systemdynamischen Verfahrens. Zur Erreichung dieser Ziele sollen folgende Forschungsfragen beantwortet werden:
1. Welche Ziele verfolgen die Eisenbahnorganisationen in Bezug auf den Betrieb ihrer Radsatzlager und inwiefern können die Informationen aus den Messdaten der heutzutage eingesetzten Radsatzlagerüberwachungssysteme zur Zielerreichung beitragen?
2. Lassen sich mit der systemdynamischen Vorgehensweise, die für die Bewertung von CMS relevanten Wechselwirkungen im Eisenbahnsystem abbilden?
3. Lässt sich anhand der systemdynamischen Vorgehensweise untersuchen, welche Informationen für die Erhöhung des Nutzens der Radsatzlagerüberwachungssysteme relevant sind?
Die Ergebnisse der Arbeit erwirken die Erkenntnis, dass die Methodik dazu geeignet ist, die relevanten Zusammenhänge und Wechselwirkungen darzustellen und mithilfe der Simulationsergebnisse relevante Instandhaltungsstrategien und der Nutzen von RDMT zu bewerten. Damit sind die Ergebnisse sowohl für die Forschung als auch für Entscheidungsträger in der Eisenbahnbranche relevant.