Jochen L. Cremer

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Production Scheduling

Customer Preferences

Top Venues

IEEE Control. Syst. Lett.

Publications

Haiwei Xie, Jochen L. Cremer
Game-Theoretic Learning for Power System Dynamic Ancillary Service Provisions. IEEE Control. Syst. Lett. 8 (2024)
Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. CoRR (2024)
Rushil Vohra, Ali Rajaei, Jochen L. Cremer
End-to-End Learning with Multiple Modalities for System-Optimised Renewables Nowcasting. CoRR (2023)
Benjamin Habib, Elvin Isufi, Ward van Breda, Arjen Jongepier, Jochen L. Cremer
Deep Statistical Solver for Distribution System State Estimation. CoRR (2023)
Haiwei Xie, Federica Bellizio, Jochen L. Cremer, Goran Strbac
Regularised Learning with Selected Physics for Power System Dynamics. CoRR (2023)
Federica Bellizio, Wangkun Xu, Dawei Qiu, Yujian Ye, Dimitrios Papadaskalopoulos, Jochen L. Cremer, Fei Teng, Goran Strbac
Transition to Digitalized Paradigms for Security Control and Decentralized Electricity Market. Proc. IEEE 111 (7) (2023)
Jasper van Tilburg, Luciano C. Siebert, Jochen L. Cremer
MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response. CoRR (2023)
Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij-Raja Hossain, Jochen L. Cremer
Learning to run a power network with trust. CoRR (2021)
Jochen L. Cremer, Goran Strbac
A Machine-learning based Probabilistic Perspective on Dynamic Security Assessment. CoRR (2019)
Jochen L. Cremer, Ioannis Konstantelos, Simon H. Tindemans, Goran Strbac
Sample-Derived Disjunctive Rules for Secure Power System Operation. CoRR (2018)
Jochen L. Cremer, Marco Pau, Ferdinanda Ponci, Antonello Monti
Optimal Scheduling of Heat Pumps for Power Peak Shaving and Customers Thermal Comfort. SMARTGREENS (2017)
Qi Zhang, Jochen L. Cremer, Ignacio E. Grossmann, Arul Sundaramoorthy, José Mauricio Pinto
Risk-based integrated production scheduling and electricity procurement for continuous power-intensive processes. Comput. Chem. Eng. 86 (2016)