Algorithms of approximate dynamic programming for hydro scheduling

• Published in: E3S web of conferences Vol. 144; p. 1001
• Main Authors: Parvez, Iram, Shen, Jianjian
• Format: Journal Article
• Language: English
• Published: EDP Sciences 01.01.2020

In hydro scheduling, unit commitment is a complex sub-problem. This paper proposes a new approximate dynamic programming technique to solve unit commitment. A new method called Least Square Policy Iteration (LSPI) algorithm is introduced which is efficient and faster in convergence. This algorithm t...