[MERL Seminar Series Fall 2024] AI-assisted Power Grid Dispatch and Control: Optimization, Safety...

[MERL Seminar Series Fall 2024] AI-assisted Power Grid Dispatch and Control: Optimization, Safety, and Real-world Demonstrations

Di Shi, New Mexico State University, presented a talk in the MERL Seminar Series on November 20, 2024.

Abstract:
This presentation delves into the challenges and advancements in optimizing power system operations through Grid Mind, an innovative, data-driven framework designed to enhance the integration of renewable energy sources. Utilizing advanced learning algorithms, Grid Mind excels in strategic resource allocation and control, significantly improving efficiency and reliability in power systems with high renewable energy penetration. The transformative potential of this AI-assisted technology is highlighted through real-world applications, demonstrating its effectiveness in addressing the complexities of modern power systems. In addition, critical safety considerations and practical deployment challenges are explored, emphasizing the need for robust, secure, and adaptable solutions. This talk also discusses the capabilities of Grid Mind as a distributed, learning-based system optimized for edge devices, marking a significant advancement toward sustainable, safe, and efficient power system operations in an era dominated by renewable energy.

Видео [MERL Seminar Series Fall 2024] AI-assisted Power Grid Dispatch and Control: Optimization, Safety... канала Mitsubishi Electric Research Laboratories (MERL)