Reduced-order Decomposition and Coordination approach for Markov-based Stochastic UC with Distributed Wind Farms and BESS

• Published in: 2024 IEEE Power & Energy Society General Meeting (PESGM) pp. 1 - 5
• Main Authors: Raghunathan, Niranjan, Wang, Zongjie, Yan, Bing, Zhao, Tianqiao, Yue, Meng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.07.2024
• Subjects: Analytical models; Batteries; Context modeling; Distributed wind; Markov processes; Principal component analysis; Renewable energy sources; Renewable integration; SAVLR; Scalability; Stochastic processes; Stochastic UC; Wind; Wind energy; Wind farms

To achieve carbon neutrality, US states are enhancing renewable energy use and encouraging battery integration. This paper addresses the challenges posed by renewable energy uncertainties in resource operation. We formulate unit commitment (UC) with distributed wind generation and grid-scale batteri...