TY - GEN A1 - Gottschald, Jonas A1 - Reich, Marius A1 - Adam, Mario T1 - Lernende Algorithmen - Künstliche Intelligenz für Wärmenetze T2 - hn21 Journal KW - BestHeatNet Y1 - 2021 UR - https://www.hn-nrw.de/aktivitaeten/publikationen/journal/# IS - 2021 SP - 8 EP - 8 PB - Zentrum für Forschungskommunikation CY - Köln ER - TY - JOUR A1 - Reich, Marius A1 - Gottschald, Jonas A1 - Riegebauer, Philipp A1 - Adam, Mario T1 - Predictive Control of District Heating System Using Multi-Stage Nonlinear Approximation with Selective Memory JF - Energies KW - BestHeatNet KW - DOAJ Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:hbz:due62-opus-33627 SN - 1996-1073 VL - 13 IS - 24 PB - MDPI ER - TY - JOUR A1 - Nolting, Lars A1 - Spiegel, Thomas A1 - Reich, Marius A1 - Adam, Mario A1 - Praktiknjo, Aaron T1 - Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments JF - Computers & Industrial Engineering KW - KIVi Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:hbz:due62-opus-26979 SN - 0360-8352 VL - 142 PB - Elsevier ER - TY - CHAP A1 - Münch, J. A1 - Reich, Marius A1 - Adam, Mario ED - Wesselak, Viktor T1 - Entwicklung eines Tools zur automatisierten Optimierung von Energiesystemen durch Maschinelles Lernen T2 - Tagungsband, RETCon – 3. Regenerative Energietechnik Konferenz, 13.-14.02.2020, Nordhausen KW - Fast-Energy-Design Y1 - 2020 SN - 978-3-940820-16-7 U6 - https://doi.org/10.22032/dbt.46243 SP - 152 EP - 156 PB - Hochschule Nordhausen CY - Nordhausen ER - TY - CHAP A1 - Gottschald, Jonas A1 - Reich, Marius A1 - Adam, Mario A1 - Leibauer, R. T1 - Selbstlernende Betriebsoptimierung einer hybriden Nahwärmeversorgung T2 - Fachkonferenz Digitalisieren - Sektoren koppeln - Flexibilisieren, 24.11.2020, Berlin KW - BestHeatNet Y1 - 2020 CY - Berlin ER - TY - GEN A1 - Lambach, Stefan A1 - Kowalski, M. A1 - Reich, Marius A1 - Adam, Mario T1 - Vermessung und Modellierung eines Komfort-Lüftungsgerätes mit passiver Wärmerückgewinnung und aktiver, umschaltbarer Luft/Luft-Wärmepumpe im Kühlbetrieb T2 - KI Kälte Luft Klimatechnik KW - Coolplan-AIR Y1 - 2020 SN - 1865-5432 VL - 56 IS - 10 SP - 48 EP - 55 PB - Hüthig ER - TY - JOUR A1 - Biedermann, Till M. A1 - Reich, Marius A1 - Kameier, Frank A1 - Adam, Mario T1 - Assessment of statistical sampling methods and approximation models applied to aeroacoustic and vibroacoustic problems JF - Advances in Aircraft and Spacecraft Science KW - artificial neural networks KW - design of experiments KW - Latin hypercube sampling KW - aeroacoustics KW - aerodynamics KW - spectral analysis Y1 - 2019 UR - http://www.techno-press.org/content/?page=article&journal=aas&volume=6&num=6&ordernum=7 U6 - https://doi.org/10.12989/aas.2019.6.6.531 SN - 2287-528X VL - 6 IS - 6 SP - 529 EP - 550 PB - Techno Press ER - TY - CHAP A1 - Adam, Mario A1 - Gottschald, Jonas A1 - Reich, Marius A1 - Götzelmann, Dennis T1 - BestHeatNet – Selbstlernende Betriebsoptimierung einer hybriden Nahwärmeversorgung T2 - Der Geothermiekongress, 19.-21.11.2019, München KW - BestHeatNet Y1 - 2019 UR - https://www.der-geothermiekongress.de/fileadmin/user_upload/DGK/DGK_2019/Teilnahme/P12_Gottschald_BestHeatNet-124.pdf CY - München ER - TY - CHAP A1 - Gottschald, Jonas A1 - Adam, Mario A1 - Reich, Marius T1 - Multi-Objective Optimization of a District Heating Networks Energy Supply Systems Structure and Dimension T2 - SDH - 5th International Solar District Heating Conference, 11.-12.04.2018, Graz / Austria KW - Fast-Energy-Design Y1 - 2018 UR - https://www.researchgate.net/publication/325896757_Robust_Optimization_of_District_Heating_Networks_Structure_and_Dimension_combining_Metamodels_and_Multi-Objective_Optimization CY - Graz ER - TY - CHAP A1 - Gottschald, Jonas A1 - Reich, Marius A1 - Adam, Mario ED - Hochschule Nordhausen, T1 - Multikriterielle Auslegung der Energieversorgung eines Nahwärmenetzes T2 - RET.Con 2018: Tagungsband : 1. Regenerative Energietechnik-Konferenz in Nordhausen 8.-9. Februar 2018 KW - Fast-Energy-Design Y1 - 2018 UR - https://www.db-thueringen.de/receive/dbt_mods_00045831 SP - 141 EP - 148 PB - Hochschule Nordhausen CY - Nordhausen ER - TY - CHAP A1 - Biedermann, Till M. A1 - Reich, Marius A1 - Kameier, Frank A1 - Adam, Mario A1 - Paschereit, C. T1 - Assessment of Statistical Sampling Methods and Approximation Models Applied to Aeroacoustic and Vibroacoustic Problem T2 - NOVEM - 6th conference on Noise and Vibration emerging methods, 07.-09.05.2018, Ibiza / Spain Y1 - 2018 CY - Ibiza ER - TY - CHAP A1 - Reich, Marius A1 - Adam, Mario A1 - Gottschald, Jonas T1 - Robust Optimization of District Heating Networks Structure and Dimension combining Metamodels and Multi-Objective Optimization T2 - ECOS - 31th International Conference on Efficiency, Cost, Optimization, Simulation and Enviromental Impact of Energy Systems, 17.-21.06.2018, Guimaraes / Portugal KW - EnergyExpert Y1 - 2018 UR - https://www.researchgate.net/publication/325896757_Robust_Optimization_of_District_Heating_Networks_Structure_and_Dimension_combining_Metamodels_and_Multi-Objective_Optimization CY - Guimaraes ER - TY - CHAP A1 - Nolting, Lars A1 - Spiegel, Thomas A1 - Reich, Marius A1 - Adam, Mario A1 - Praktiknjo, Aaron T1 - Can Energy System Modeling benefit from Artificial Neural Networks? Application of Two-Stage Metamodels to Reduce Computation of Security of Supply Assessments (Best Application Paper Award) T2 - CIE – 48th International Conference on Computers & Industrial Engineering, 02.-05.12.2018, Auckland / New Zealand KW - KIVi Y1 - 2018 CY - Auckland ER - TY - CHAP A1 - Reich, Marius A1 - Adam, Mario A1 - Lambach, Stefan T1 - Comparison of different Methods for Approximating Models of Energy Supply Systems and Polyoptimising the Systems-Structure and Components-Dimension T2 - 30th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2017), San Diego, California, USA, 2-6 July 2017 KW - Fast-Energy-Design Y1 - 2018 SN - 9781510862562 SP - 2921 EP - 2933 PB - Curran Associates Inc CY - Red Hook, NY ER -