Jochen Cremer
Title
Cited by
Cited by
Year
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
492016
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
302018
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
262018
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
242019
Optimal scheduling of heat pumps for power peak shaving and customers thermal comfort
JL Cremer, M Pau, F Ponci, A Monti
SMARTGREENS, 23-34, 2017
142017
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
102017
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
82018
Day-ahead scheduling of electric heat pumps for peak shaving in distribution grids
M Pau, JL Cremer, F Ponci, A Monti
Smart Cities, Green Technologies, and Intelligent Transport Systems, 27-51, 2017
22017
A machine-learning based probabilistic perspective on dynamic security assessment
JL Cremer, G Strbac
International Journal of Electrical Power & Energy Systems 128, 106571, 2021
12021
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
12021
Probabilistic dynamic security assessment for power system control
JL Cremer
Imperial College London, 2020
2020
Optimized Operation Rules for Imbalanced Classes
JL Cremer, I Konstantelos, G Strbac
2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019
2019
MONTE-CARLO LIKE SECURITY ANALYSIS OF POWER SYSTEMS
JL Cremer, I Konstantelos, SH Tindemans, G Strbac
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Articles 1–13