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Marcus Voß
Marcus Voß
Other namesMarcus Voss
Birds on Mars, TU Berlin
Verified email at tu-berlin.de - Homepage
Title
Cited by
Cited by
Year
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
872021
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
472018
Nachhaltigkeitskriterien für künstliche Intelligenz
F Rohde, J Wagner, P Reinhard, U Petschow, A Meyer, M Voß, A Mollen
Schriftenreihe des IÖW 220, 21, 2021
222021
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
222019
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
222012
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
212015
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
152018
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
132014
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
122021
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
102021
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, 2023
92023
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
72018
Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging.
M Voß, M Wilhelm, S Albayrak
SMARTGREENS, 108-119, 2018
62018
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
62015
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
62014
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
42020
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
3*2024
Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks
S Haben, M Voss, W Holderbaum
Springer Nature, 2023
32023
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
32021
Permutation-based residential short-term load forecasting in the context of energy management optimization objectives
M Voss
Proceedings of the Eleventh ACM International Conference on Future Energy …, 2020
22020
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