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Jochen Cremer
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From optimization-based machine learning to interpretable security rules for operation
JL Cremer, I Konstantelos, G Strbac
IEEE Transactions on Power Systems 34 (5), 3826-3836, 2019
892019
A novel data-driven scenario generation framework for transmission expansion planning with high renewable energy penetration
M Sun, J Cremer, G Strbac
Applied energy 228, 546-555, 2018
802018
Risk-based integrated production scheduling and electricity procurement for continuous power-intensive processes
Q Zhang, JL Cremer, IE Grossmann, A Sundaramoorthy, JM Pinto
Computers & chemical engineering 86, 90-105, 2016
712016
Perspectives on future power system control centers for energy transition
A Marot, A Kelly, M Naglic, V Barbesant, J Cremer, A Stefanov, J Viebahn
Journal of Modern Power Systems and Clean Energy 10 (2), 328-344, 2022
632022
Data-driven power system operation: Exploring the balance between cost and risk
JL Cremer, I Konstantelos, SH Tindemans, G Strbac
IEEE Transactions on Power Systems 34 (1), 791-801, 2018
632018
A machine-learning based probabilistic perspective on dynamic security assessment
JL Cremer, G Strbac
International Journal of Electrical Power & Energy Systems 128, 106571, 2021
452021
A Confidence-Aware Machine Learning Framework for Dynamic Security Assessment
T Zhang, M Sun, J Cremer, N Zhang, G Strbac, C Kang
IEEE Transactions on Power Systems, 2021
442021
Learning to run a power network with trust
A Marot, B Donnot, K Chaouache, A Kelly, Q Huang, RR Hossain, ...
Electric Power Systems Research 212, 108487, 2022
262022
More than accuracy: end-to-end wind power forecasting that optimises the energy system
D Wahdany, C Schmitt, JL Cremer
Electric Power Systems Research 221, 109384, 2023
222023
State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data
FRS Sevilla, Y Liu, E Barocio, P Korba, M Andrade, F Bellizio, J Bos, ...
International journal of electrical power & energy systems 137, 107772, 2022
222022
Optimal scheduling of heat pumps for power peak shaving and customers thermal comfort
JL Cremer, M Pau, F Ponci, A Monti
International Conference on Smart Cities and Green ICT Systems 2, 23-34, 2017
222017
A causality based feature selection approach for data-driven dynamic security assessment
F Bellizio, JL Cremer, M Sun, G Strbac
Electric Power Systems Research 201, 2021
192021
Selecting decision trees for power system security assessment
AAB Bugaje, JL Cremer, M Sun, G Strbac
Energy and AI 6, 100110, 2021
192021
Impact of customers flexibility in heat pumps scheduling for demand side management
M Pau, JL Cremer, F Ponci, A Monti
2017 IEEE International Conference on Environment and Electrical Engineering …, 2017
182017
Transition to digitalized paradigms for security control and decentralized electricity market
F Bellizio, W Xu, D Qiu, Y Ye, D Papadaskalopoulos, JL Cremer, F Teng, ...
Proceedings of the IEEE 111 (7), 744-761, 2022
142022
Machine-learned security assessment for changing system topologies
F Bellizio, JL Cremer, G Strbac
International Journal of Electrical Power & Energy Systems 134, 107380, 2022
142022
Sample-derived disjunctive rules for secure power system operation
JL Cremer, I Konstantelos, G Strbac, SH Tindemans
2018 IEEE International Conference on Probabilistic Methods Applied to Power …, 2018
132018
Verifying machine learning conclusions for securing low inertia systems
F Bellizio, AAB Bugaje, JL Cremer, G Strbac
Sustainable Energy, Grids and Networks 30, 100656, 2022
102022
Split-based sequential sampling for realtime security assessment
AAB Bugaje, JL Cremer, G Strbac
International Journal of Electrical Power & Energy Systems 146, 108790, 2023
82023
Deep Statistical Solver for Distribution System State Estimation
B Habib, E Isufi, W van Breda, A Jongepier, JL Cremer
IEEE Transactions on Power Systems, 2023
62023
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Articles 1–20