Research output per year
Research output per year
Personal profile
Research profile
Dr. Jochen Cremer is the Co-Director of the TU Delft AI Energy Lab and an Assistant Professor at the Faculty of Electrical Engineering, Mathematics, and Computer Science. Jochen's research focuses on applying machine learning and data analytics to energy systems operation and control. His team develops new computational methods for system operation and control that combine statistical machine learning and mathematical optimisation.
Education/Academic qualification
1 Jan 2017 → 1 Aug 2020
Award Date: 1 Aug 2020
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Dive into the research topics where J.L. Cremer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Dynamic Incremental Learning for real-time disturbance event classification
Veerakumar, N., Cremer, J. & Popov, M., 2023, In: International Journal of Electrical Power & Energy Systems. 148, 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Split-based sequential sampling for realtime security assessment
Bugaje, A. A. B., Cremer, J. L. & Strbac, G., 2023, In: International Journal of Electrical Power and Energy Systems. 146, 15 p., 108790.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Downloads (Pure) -
Learning to run a power network with trust
Marot, A., Donnot, B., Chaouache, K., Kelly, A., Huang, Q., Hossain, R. R. & Cremer, J. L., 2022, In: Electric Power Systems Research. 212, 8 p., 108487.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
Machine-learned security assessment for changing system topologies
Bellizio, F., Cremer, J. & Strbac, G., 2022, In: International Journal of Electrical Power and Energy Systems. 134, 10 p., 107380.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)31 Downloads (Pure) -
Perspectives on Future Power System Control Centers for Energy Transition
Marot, A., Kelly, A., Naglic, M., Barbesant, V., Cremer, J., Stefanov, A. & Viebahn, J., 2022, In: Journal of Modern Power Systems and Clean Energy. 10, 2, p. 328-344 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)125 Downloads (Pure)
Prizes
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VENI beurs 2022
Sinnige, T. (Recipient), Cattoor, B. (Recipient), van Grunsven, J.B. (Recipient), Cremer, J.L. (Recipient), Du, S. (Recipient), de Kruijff, R.M. (Recipient), Lompe, K.M. (Recipient), Muraro, S. (Recipient) & Vardar, Y. (Recipient), 2022
Prize: Prize (including medals and awards)