A Fast Power Market Clearing Method Based on Active Constraints Identification by Deep Learning

A Fast Power Market Clearing Method Based on Active Constraints Identification by Deep Learning

The day-ahead power market clearing needs to solve the security-constrained economic dispatch (SCED) problem. Although the SCED problem is a linear programming (LP) model, the model size is too large to be effectively solved because the massive security constraints in the N–1 scenarios need to be co...

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Bibliographic Details
Main Authors: Yunliang WU, Jianxin ZHANG, Bao LI, Peng LI, Zhiyong LI, Xin ZHOU, Yan YANG, Xiaowen LAI
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2020-09-01
Series:Zhongguo dianli
Subjects:
security-constrained economic dispatch
active constraints identification
deep learning technology
day-ahead power market clearing
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202005028
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