47 citations · 61 across the 10 of their papers we have counts for
10 papers
Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment
Arun Venkatesh Ramesh, Xingpeng Li
Security-constrained unit commitment (SCUC) is a computationally complex process utilized in power system day-ahead scheduling and market clearing. SCUC is run daily and requires s…
Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
Arun Venkatesh Ramesh, Xingpeng Li
Day-ahead operations involves a complex and computationally intensive optimization process to determine the generator commitment schedule and dispatch. The optimization process is…
Machine Learning Assisted Approach for Security-Constrained Unit Commitment
Arun Venkatesh Ramesh, Xingpeng Li
Security-constrained unit commitment (SCUC) is solved for power system day-ahead generation scheduling, which is a large-scale mixed-integer linear programming problem and is very…
Network Reconfiguration Impact on Renewable Energy System and Energy Storage System in Day-Ahead Scheduling
Arun Venkatesh Ramesh, Xingpeng Li
Renewable energy sources (RES) has gained significant interest in recent years. However, due to favourable weather conditions, the RES is installed in remote locations with limited…
An Accelerated-Decomposition Approach for Security-Constrained Unit Commitment with Corrective Network Reconfiguration- Part II: Results and Discussion
Arun Venkatesh Ramesh, Xingpeng Li, Kory W. Hedman
This paper presents a novel approach to handle the computational complexity in security-constrained unit commitment (SCUC) with corrective network reconfiguration (CNR) to harness…
Enhancing System Flexibility through Corrective Demand Response in Security-Constrained Unit Commitment
Arun Venkatesh Ramesh, Xingpeng Li
Currently, system operators implement demand response by dispatching controllable loads for economic reasons in day-ahead scheduling. Particularly, demand shifting from peak hours…