| Review of low voltage load forecasting: Methods, applications, and recommendations S Haben, S Arora, G Giasemidis, M Voss, DV Greetham Applied Energy 304, 117798, 2021 | 109 | 2021 |
| Residential short-term load forecasting using convolutional neural networks M Voß, C Bender-Saebelkampf, S Albayrak 2018 IEEE international conference on communications, control, and computing …, 2018 | 56 | 2018 |
| Nachhaltigkeitskriterien für künstliche Intelligenz F Rohde, J Wagner, P Reinhard, U Petschow, A Meyer, M Voß, A Mollen Schriftenreihe des IÖW 220, 21, 2021 | 36 | 2021 |
| Forecasting driving behavior to enable efficient grid integration of plug-in electric vehicles C Goebel, M Voß 2012 IEEE Online Conference on Green Communications (GreenCom), 74-79, 2012 | 24 | 2012 |
| Short-term probabilistic load forecasting at low aggregation levels using convolutional neural networks A Elvers, M Voß, S Albayrak 2019 IEEE milan powertech, 1-6, 2019 | 22 | 2019 |
| A common approach to intelligent energy and mobility services in a smart city environment M Lützenberger, N Masuch, T Küster, D Freund, M Voß, CE Hrabia, ... Journal of Ambient Intelligence and Humanized Computing 6, 337-350, 2015 | 21 | 2015 |
| Broadening the perspective for sustainable artificial intelligence: sustainability criteria and indicators for Artificial Intelligence systems F Rohde, J Wagner, A Meyer, P Reinhard, M Voss, U Petschow, A Mollen Current Opinion in Environmental Sustainability 66, 101411, 2024 | 15* | 2024 |
| Short-term density forecasting of low-voltage load using Bernstein-polynomial normalizing flows M Arpogaus, M Voss, B Sick, M Nigge-Uricher, O Dürr IEEE Transactions on Smart Grid 14 (6), 4902-4911, 2023 | 15 | 2023 |
| The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin M Draz, M Voß, D Freund, S Albayrak 2018 Power Systems Computation Conference (PSCC), 1-7, 2018 | 15 | 2018 |
| Towards a holistic approach for problems in the energy and mobility domain M Lützenberger, N Masuch, T Küster, J Keiser, D Freund, M Voß, ... Procedia Computer Science 32, 780-787, 2014 | 14 | 2014 |
| Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks S Haben, M Voss, W Holderbaum Springer Nature, 2023 | 13 | 2023 |
| Generalized additive modeling of building inertia thermal energy storage for integration into smart grid control M Voss, JF Heinekamp, S Krutzsch, F Sick, S Albayrak, K Strunz IEEE Access 9, 71699-71711, 2021 | 13 | 2021 |
| Probabilistic short-term low-voltage load forecasting using bernstein-polynomial normalizing flows M Arpogaus, M Voß, B Sick, M Nigge-Uricher, O Dürr ICML 2021, Workshop Tackling Climate Change with Machine Learning, June 26 …, 2021 | 12 | 2021 |
| Adjusted feature-aware k-nearest neighbors: Utilizing local permutation-based error for short-term residential building load forecasting M Voß, A Haja, S Albayrak 2018 IEEE International Conference on Communications, Control, and Computing …, 2018 | 7 | 2018 |
| Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging. M Voß, M Wilhelm, S Albayrak SMARTGREENS, 108-119, 2018 | 6 | 2018 |
| Adaptive multi-stage optimisation for EV charging integration into smart grid control CE Hrabia, T Küster, M Voß, FDP Pardo, S Albayrak PRIMA 2015: Principles and Practice of Multi-Agent Systems: 18th …, 2015 | 6 | 2015 |
| Applying heuristics and stochastic optimization for load-responsive charging in a smart grid architecture T Küster, M Lützenberger, M Voß, D Freund, S Albayrak IEEE PES Innovative Smart Grid Technologies, Europe, 1-6, 2014 | 6 | 2014 |
| Integration of building inertia thermal energy storage into smart grid control JF Heinekamp, M Voß, S Krutzsch, F Sick, K Strunz, S Albayrak 2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020 | 4 | 2020 |
| Time Series Forecasting: Core Concepts and Definitions S Haben, M Voss, W Holderbaum Core Concepts and Methods in Load Forecasting: With Applications in …, 2023 | 3 | 2023 |
| Sector-coupled district energy management with heating and bi-directional EV-charging I Hadachi, M Voss, S Albayrak 2021 IEEE Madrid PowerTech, 1-6, 2021 | 3 | 2021 |
Sahin AlbayrakProfessur für Informatik, Technische Universität BerlinVerified email at dai-labor.de
