Team

Marcus Voß

M.Sc.
Marcus VoßTelefon - Marcus Voß +49 30 - 314-74060
E-Mail - Marcus Voß E-Mail
 

Forschungsschwerpunkte

Gebäude- und Quartierslastprognosen durch Maschinelles Lernen
E-Mobilität
Intelligente Gebäude im Smart Grid
Flexibilitätsmodellierung für Gebäude und Quartiere

Aktuelle Projektbeteiligung

Micro Smart Grid EUREF
ProSHAPE
BeMobility 2.0
EIT ICT Labs Activity "Open SES Experience Labs"
WindNODE
Electric Vehicle Aggregator (EVA)
FlexNet4E-Mobility

Weitere Aktivitäten

Lehrveranstaltung: "Application System Project" I und II
Smart Energy Systems
Bachelor- und Masterarbeiten im Bereich angewandtes Machine Learning im Energiesystem

Publikationen

2018

The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin
Mahmoud Draz, Marcus Voß, Daniel Freund, Sahin Albayrak
In: 20th Power Systems Computation Conference (PSCC); 2018

Application Independent Flexibility Assessment and Forecasting for Controlled EV Charging
Marcus Voß, Mathias Wilhelm, Sahin Albayrak
In: Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems (SMARTGREENS); 2018

Adjusted Feature-Aware k-Nearest Neighbors: Utilizing Local Permutation-Based Error for Short-Term Residential Building Load Forecasting
Marcus Voß, Asmaa Haja, Sahin Albayrak
In: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm); 2018

Residential Short-Term Load Forecasting Using Convolutional Neural Networks
Marcus Voß, Christian Bender-Saebelkampf, and Sahin Albayrak
In: IEEE SmartGridComm Workshop: AI in Energy Systems; 2018

2015

A common approach to intelligent energy and mobility services in a smart city environment
Marco Lützenberger, Nils Masuch, Tobias Küster, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Denis Pozo, Johannes Fähndrich, Frank Trollmann, Jan Keiser, Sahin Albayrak
In: Journal of Ambient Intelligence and Humanized Computing, 6(3):337-350; 2015

Adaptive Multi-Stage Optimisation for EV Charging Integration into Smart Grid Control
Christopher-Eyk Hrabia, Tobias Küster, Marcus Voß and Francisco Denis Pozo Pardo
In: PRIMA 2015: Principles and Practice of Multi-Agent Systems Volume 9387 of the series Lecture Notes in Computer Science pp 622-630; 2015

2014

Towards a Holistic Approach for Problems in the Energy and Mobility Domain (Won the Best Paper Award)
Marco Lützenberger, Nils Masuch, Tobias Küster, Jan Keiser, Daniel Freund, Marcus Voß, Christopher-Eyk Hrabia, Francisco Denis Pozo Pardo, Johannes Fähndrich, Frank Trollmann, Sahin Albayrak
In: Procedia Computer Science, 32(0):780-787; 2014

Applying Heuristics and Stochastic Optimization for Load-Responsive Charging in a Smart Grid Architecture
Tobias Küster, Marco Lützenberger, Marcus Voß, Daniel Freund, Sahin Albayrak
In: Proceedings of the 5th IEEE PES Innovative Smart Grid Technologies (ISGT), Istanbul, Turkey.; 2014

Energieeffizienzsteigerung bei der flexiblen Energieversorgung von Gebäuden
Dirk Fischer, Jürgen Tacken, Severin Beucker, Marcus Voß, Daniel Freund, Grzegorz Lehmann, Manfred Riedel
In: Smart Energy 2014; 2014

2012

Forecasting Driving Behavior to Enable Efficient Grid Integration of Plug-in Electric Vehicles
Christoph Goebel, Marcus Voß
In: Online Conference on Green Communications (GreenCom), IEEE; 2012