5 papers
A Deep Reinforcement Learning-based Reserve Optimization in Active Distribution Systems for Tertiary Frequency Regulation
Mukesh Gautam, Rakib Hossain, Mohammad MansourLakouraj +3
Federal Energy Regulatory Commission (FERC) Orders 841 and 2222 have recommended that distributed energy resources (DERs) should participate in energy and reserve markets; therefor…
Deep Q-Learning-based Distribution Network Reconfiguration for Reliability Improvement
Mukesh Gautam, Narayan Bhusal, Mohammed Benidris
Distribution network reconfiguration (DNR) has proved to be an economical and effective way to improve the reliability of distribution systems. As optimal network configuration dep…
Reserve Allocation in Active Distribution Systems for Tertiary Frequency Regulation: A Coalitional Game Theory-based Approach
Mukesh Gautam, Mohammad MansourLakouraj, Rakib Hossain +3
This paper proposes a coalitional game theory-based approach for reserve optimization to enable DERs participate in tertiary frequency regulation. A two-stage approach is proposed…
Cyber-Physical Power System Layers: Classification, Characterization, and Interactions
Michael Abdelmalak, Narayan Bhusal, Mukesh Gautam +1
This paper provides a strategy to identify layers and sub-layers of cyber-physical power systems (CPPS) and characterize their inter- and intra-actions. The physical layer usually…
Coalitional Game Theory in Power Systems: Applications, Challenges, and Future Directions
Mukesh Gautam, Mohammed Ben-Idris
Game theory-based approaches have recently gained traction in a wide range of applications, importantly in power and energy systems. With the onset of cooperation as a new perspect…