| 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 | 105 | 2019 |
| 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 | 93 | 2022 |
| 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 | 91 | 2018 |
| 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 | 76 | 2016 |
| 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 | 73 | 2018 |
| 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 | 57 | 2021 |
| A machine-learning based probabilistic perspective on dynamic security assessment JL Cremer, G Strbac International Journal of Electrical Power & Energy Systems 128, 106571, 2021 | 48 | 2021 |
| 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 | 41 | 2022 |
| 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 | 38 | 2023 |
| 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 | 33 | 2022 |
| 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 | 26 | 2021 |
| 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 | 25 | 2017 |
| Machine-learned security assessment for changing system topologies F Bellizio, JL Cremer, G Strbac International Journal of Electrical Power & Energy Systems 134, 107380, 2022 | 21 | 2022 |
| Selecting decision trees for power system security assessment AAB Bugaje, JL Cremer, M Sun, G Strbac Energy and AI 6, 100110, 2021 | 21 | 2021 |
| 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 | 20 | 2022 |
| 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 | 19 | 2017 |
| 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 | 17 | 2022 |
| 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 | 15 | 2023 |
| MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response J van Tilburg, LC Siebert, JL Cremer IEEE PowerTech 2023, 2023 | 14 | 2023 |
| 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 | 13 | 2018 |
Goran StrbacProfessor of Energy Systems, Imperial College LondonEmail được xác minh tại imperial.ac.uk