Publications - Center for Electric Power and Energy

Capturing Power System Dynamics by Physics-Informed Neural Networks and Optimization

Misyris, Georgios S. ; Stiasny, Jochen ; Chatzivasileiadis, Spyros
part of: Proceedings of 60^th IEEE Conference on Decision and Control, pages: 4418-4423, 2021
Presented at: 60th IEEE Conference on Decision and Control

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021

Comparison of Smart Charging and Battery Energy Storage System for a PV Prosumer with an EV

Calearo, Lisa ; Ziras, Charalampos ; Sevdari, Kristian ; Marinelli, Mattia
part of: Proceedings of ISGT Europe 2021, 2021
Presented at: 2021 IEEE PES Innovative Smart Grid Technologies Conference Europe

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/ISGTEurope52324.2021.9640120

Computational Efficiency Improvement for Two‐Stage Stochastic Optimal Operation of Integrated Electricity and Heat System

Zhang, Menglin ; Wu, Qiuwei
part of: Proceedings of 12^th International Conference on Applied Energy, 2021
Presented at: 12^th International Conference on Applied Energy

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021

Data-driven robust chance constrained optimization for optimal operation of a wind/hydrogen system

Zheng, Yi ; You, Shi ; Wang, Jiawei ; Li, Ximei ; Bindner, Henrik W. ; Münster, Marie
Presented at: International Conference on Applied Energy 2021

Type: Paper (Peer reviewed)

Status: Published | Year: 2021

Data-driven State of Health Modeling of Battery Energy Storage Systems Providing Grid Services

Zhao, Chunyang ; Hashemi, Seyedmostafa ; Andersen, Peter Bach ; Traholt, Chresten
part of: Proceedings of 11^th International Conference on Power, Energy and Electrical Engineering, pages: 43-49, 2021
Presented at: 11^th International Conference on Power, Energy and Electrical Engineering

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/CPEEE51686.2021.9383356

Day-ahead Prediction of Wind Power Based on Conditional Generative Adversarial Network

Dong, Jinyong ; Chen, Jian ; Wu, Qiuwei ; Pan, Bo ; Liu, Gang
part of: Proceedings of 2021 IEEE Sustainable Power and Energy Conference, pages: 73-79, 2022
Presented at: 2021 IEEE Sustainable Power and Energy Conference

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/iSPEC53008.2021.9735562

Day-Ahead Two-Stage Stochastic Scheduling of Integrated Energy System Considering Spatial-Temporal Correlated Scenarios of Wind Power

Zhang, Shuyi ; Wu, Qiuwei ; Chen, Jian ; Pan, Bo ; Liu, Gang
part of: Proceedings of 2021 IEEE 5^th Conference on Energy Internet and Energy System Integration, pages: 1556-1561, 2022
Presented at: 2021 IEEE 5^th Conference on Energy Internet and Energy System Integration

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/EI252483.2021.9713074

Design of a Continuous Local Flexibility Market with Network Constraints

Prat, Eléa ; Herre, Lars Finn ; Kazempour, Jalal ; Chatzivasileiadis, Spyros
part of: Proceedings of 2021 IEEE PowerTech, 2021
Presented at: 2021 IEEE Madrid PowerTech

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/PowerTech46648.2021.9494978

Differentially Private Distributed Optimal Power Flow

Dvorkin, Vladimir ; Van Hentenryck, Pascal ; Kazempour, Jalal ; Pinson, Pierre
part of: Proceedings of the 59^th IEEE Conference on Decision and Control, pages: 2092-2097, 2021
Presented at: 59^th IEEE Conference on Decision and Control

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/CDC42340.2020.9303768

Droop Coefficient Design in Droop Control of Power Converters for Improved Load Sharing: An Artificial Neural Network Approach

Hussaini, Habibu ; Yang, Tao ; Gao, Yuan ; Wang, Cheng ; Dragicevic, Tomislav ; Bozhko, Serhiy
part of: Proceedings of 30^th IEEE International Symposium on Industrial Electronics , 2021
Presented at: 30^th IEEE International Symposium on Industrial Electronics

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/ISIE45552.2021.9576482

Dynamic Performance Optimization of Single-Phase Inverter based on Model Predictive Control

Yeganeh, Mohammad Sadegh Orfi ; Mijatovic, Nenad ; Dragicevic, Tomislav
part of: Proceedings of 2021 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics , pages: 235-240, 2022
Presented at: 6^th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/PRECEDE51386.2021.9680932

Effects of Different Control Methods on the Buck-Buck Cascaded System

Li, Yuan ; Dragicevic, Tomislav ; Zhang, Yichao ; Blaabjerg, Frede
part of: Proceedings of IEEE 4^th International Electrical and Energy Conference , 2021
Presented at: 2021 IEEE 4^th International Electrical and Energy Conference

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/CIEEC50170.2021.9510886

Efficient Creation of Datasets for Data-Driven Power System Applications

Venzke, Andreas ; Molzahn, Daniel K. ; Chatzivasileiadis, Spyros
in: Electric Power Systems Research, vol: 190
Presented at: XXI Power Systems Computation Conference

Type: Conference article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1016/j.epsr.2020.106614

Employing the Generative Adversarial Networks (GAN) for Reliability Assessment of Converters

Davoodi, Amirali ; Peyghami, Saeed ; Yang, Yongheng ; Dragicevic, Tomislav ; Blaabjerg, Frede
part of: Proceedings of 2021 IEEE Energy Conversion Congress and Exposition, pages: 3623-3629, 2021
Presented at: 2021 IEEE Energy Conversion Congress and Exposition

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/ECCE47101.2021.9595614

Enhanced Wasserstein Distributionally Robust OPF With Dependence Structure and Support Information

Arrigo, Adriano ; Kazempour, Jalal ; De Greve, Zacharie ; Toubeau, Jean-François ; Vallée, Francois
part of: Proceedings of 2021 IEEE PowerTech, 2021
Presented at: 2021 IEEE Madrid PowerTech

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1109/PowerTech46648.2021.9494771