@misc{FrankRoedderNeefetal.2020, author = {Frank, Lena and R{\"o}dder, Maximilian and Neef, Matthias and Adam, Mario}, title = {energiBUS4home - Integration von Haushaltsger{\"a}ten in ein multifunktionales W{\"a}rmepumpensystem}, series = {KI K{\"a}lte Luft Klimatechnik}, volume = {56}, journal = {KI K{\"a}lte Luft Klimatechnik}, number = {8/9}, publisher = {H{\"u}thig}, issn = {1865-5432}, pages = {41 -- 45}, year = {2020}, language = {de} } @misc{LambachKowalskiReichetal.2020, author = {Lambach, Stefan and Kowalski, M. and Reich, Marius and Adam, Mario}, title = {Vermessung und Modellierung eines Komfort-L{\"u}ftungsger{\"a}tes mit passiver W{\"a}rmer{\"u}ckgewinnung und aktiver, umschaltbarer Luft/Luft-W{\"a}rmepumpe im K{\"u}hlbetrieb}, series = {KI K{\"a}lte Luft Klimatechnik}, volume = {56}, journal = {KI K{\"a}lte Luft Klimatechnik}, number = {10}, publisher = {H{\"u}thig}, issn = {1865-5432}, pages = {48 -- 55}, year = {2020}, language = {de} } @article{NoltingSpiegelReichetal.2020, author = {Nolting, Lars and Spiegel, Thomas and Reich, Marius and Adam, Mario and Praktiknjo, Aaron}, title = {Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments}, series = {Computers \& Industrial Engineering}, volume = {142}, journal = {Computers \& Industrial Engineering}, publisher = {Elsevier}, issn = {0360-8352}, doi = {10.1016/j.cie.2020.106334}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-26979}, year = {2020}, language = {en} } @inproceedings{GottschaldReichAdametal.2020, author = {Gottschald, Jonas and Reich, Marius and Adam, Mario and Leibauer, R.}, title = {Selbstlernende Betriebsoptimierung einer hybriden Nahw{\"a}rmeversorgung}, series = {Fachkonferenz Digitalisieren - Sektoren koppeln - Flexibilisieren, 24.11.2020, Berlin}, booktitle = {Fachkonferenz Digitalisieren - Sektoren koppeln - Flexibilisieren, 24.11.2020, Berlin}, address = {Berlin}, organization = {Fraunhofer IOSB}, year = {2020}, language = {de} } @article{ReichGottschaldRiegebaueretal.2020, author = {Reich, Marius and Gottschald, Jonas and Riegebauer, Philipp and Adam, Mario}, title = {Predictive Control of District Heating System Using Multi-Stage Nonlinear Approximation with Selective Memory}, series = {Energies}, volume = {13}, journal = {Energies}, number = {24}, publisher = {MDPI}, issn = {1996-1073}, doi = {10.3390/en13246714}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-33627}, year = {2020}, language = {en} } @inproceedings{MuenchReichAdam2020, author = {M{\"u}nch, Justin and Reich, Marius and Adam, Mario}, title = {Entwicklung eines Tools zur automatisierten Optimierung von Energiesystemen durch Maschinelles Lernen}, series = {RET.Con 2020. 3. Regenerative Energietechnik Konferenz, 13.-14.02.2020, Nordhausen}, booktitle = {RET.Con 2020. 3. Regenerative Energietechnik Konferenz, 13.-14.02.2020, Nordhausen}, editor = {Wesselak, Viktor}, publisher = {Hochschule Nordhausen}, address = {Nordhausen}, organization = {Hochschule Nordhausen}, isbn = {978-3-940820-16-7}, doi = {10.22032/dbt.46243}, pages = {152 -- 156}, year = {2020}, language = {de} }