Fast and explainable warm-start point learning for AC optimal power flow using decision tree

• Main Authors: Cao, Yuji, Zhao, Huan, Liang, Gaoqi, Zhao, Junhua, Liao, Huanxin, Yang, Chao
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Warm-Start Point; Decision Tree
• Online Access: https://hdl.handle.net/10356/170948
• Institution: Nanyang Technological University

The quality of starting point greatly influences the result and convergence efficiency of the optimization algorithm, especially for the non-convex and constrained Alternating Current Optimal Power Flow problem. Generally, speed and accuracy are the two main evaluation metrics for generating startin...