Henning Wilms

M. Sc.

Team Energy Management Systems and Data Analytics

Henning Wilms
Institute for Automation of Complex Power Systems


Building: 4122

Room: 00.10

Mathieutsr. 30

52074 Aachen


Phone: +49 241 80 49753
Fax: +49 241 80 43709


POHLMANN, Roxana; Wilms, Henning; Cupelli, Marco; FERNANDEZ, Inko ELGEZUA; Monti, Antonello; "FILLING MISSING VALUES FOR AI-BASED (LOAD) FORECASTS WITHIN THEINTERFLEX MICRO GRID DEMO IN SIMRIS, SWEDEN"; 25th International Conference & Exhibition on Electricity Distribution (CIRED) Madrid 2019-06-03 - 2019-06-06
Wilms, Henning; Cupelli, Marco; Monti, Antonello; Gross, Thorsten; "Exploiting Spatio-Temporal Dependencies for RNN-based Wind Power Forecasts"; [2019 IEEE PES GTD Grand International Conference and Exposition Asia, GTD Asia, 2019-03-19 - 2019-03-23, Bangkok, Thailand], 921-926
Wilms, Henning; Cupelli, Marco; Monti, Antonello; "On the Necessity of Exogenous Variables for Load, PV and Wind Day-Ahead Forecasts using Recurrent Neural Networks"; [2018 IEEE Electrical Power and Energy Conference, EPEC, 2018-10-10 - 2018-10-11, Toronto, ON, Canada], 6 Seiten
Wilms, Henning; Mildt, Dominik; Cupelli, Marco; Monti, Antonello; Kjellen, Peder; Fischer, Thomas; Panic, Demijan; Hirst, Michael; Scionti, Eugenio; Schwarz, Sebastian; Kessler, Paul; Hernandez, Luis; "Microgrid Field Trials in Sweden : Expanding the Electric Infrastructure in the Village of Simris"; IEEE electrification magazine, 6, 48-62
Wilms, Henning; Cupelli, Marco; Monti, Antonello; "Combining auto-regression with exogenous variables in sequence-to-sequence recurrent neural networks for short-term load forecasting"; Proceedings IEEE 16th International Conference on Industrial Informatics (INDIN) : Faculty of Engineering of the University of Porto, Porto, Portugal, 18-20 July 2018 / organized by: the Politechnic Institute of Braganša (Portugal), the University of Porto (Portugal) ; sponsored by: the Institute of Electrical and Electronics Engineers (IEEE), IEEE Industrial Electronics Society (IES), 673-679