Some fundamental materials to start with…
Operations Research
Book: Optimization in Operations Research by Ronald L. Rardin
Probability Theory
Book: Introduction to Probability by Dimitri P. Bertsekas and John N. Tsitsiklis
Electricity Market
Book: Fundamentals of Power System Economics by Daniel S. Kirschen and Goran Strbac
Lecture recordings: Fundamentals of Power System Economics (UW) by Daniel S. Kirschen
Convex Optimization
Book: Convex Optimization by Stephen Boyd and Lieven Vandenberghe
Lecture recordings: Convex Optimization I (Stanford EE 364A) by Stephen Boyd
Reinforcement Learning
Book: Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto
Kudos to the Great Minds to make these resources publicly available!
Probability and Statistics
Peking University, Fall, 2023
Advanced Operations Research
Peking University, Spring, 2023
Foundations of Reinforcement Learning
Peking University, Spring, 2024
Peking University, Fall, 2022
Johns Hopkins University, Fall, 2021
Mechanism Designs for Efficiency and Incentive Compatibility in Electricity Markets: Emerging Technology and Strategic Participation (to be uploaded)
EE College, ZJU, Jan 2024
SUSTC, Jan 2024
Institute of High Performance Computing Workshop, ASTAR, Singapore, Jan 2024
Saddle Flow Dynamics: Convergence, Algorithms, and Applications
Data Science School, CUHK-SZ, Jan 2024
Control College, ZJU, Jan 2024
National Engineering Laboratory for Big Data Analysis and Applications, PKU, Jan 2024
Incentive Analysis and Coordination Design for Multi-Timescale Markets (to be uploaded)
Energy Seminar, JHU, Sep 2021
Bidding Mechanisms and Incentive Analysis for Temporally-Coupled Electricity Markets with Battery Storage (to be uploaded)
INFORMS Annual Meeting, Anaheim, CA, US, Oct 2021
Saddle Flow Dynamics: Observable Certificates and Separable Regularization (to be uploaded)
SIAM Conference on Control and Its Applications (CT), Spokane, WA, US, July 2021
IEEE American Control Conference (ACC), New Orleans, LA, US, May 2021