Maximum Correntropy Criterionの電力系統問題への適用

カテゴリ: 論文誌(論文単位)

グループ名: 【B】電力・エネルギー部門

発行日: 2024/11/01

タイトル(英語): Applications of Maximum Correntropy Criterion to Power System Problems

著者名: 福山　良和（明治大学総合数理学部ネットワークデザイン学科）

著者名(英語): Yoshikazu Fukuyama (Department of Network Design, School of Interdisciplinary Mathematical Sciences, Meiji University)

キーワード: 最小二乗法，Maximum Correntropy Criterion　　least squares method，maximum correntropy criterion

要約(英語): Various practical problems including power system problems have been solved using least squares methods as basic techniques. However, the methods cannot be applied when outliers exist in data or errors are not normally distributed. In order to tackle the challenge, various methods have been developed. Recently, maximum correntropy criterion (MCC) has been proposed in the signal processing field and it has been verified to be effectively applicable to various problems including power system problems. This paper briefly overviews the MCC and summarizes MCC applications to power system problems. Applications to distribution system state estimation and connection phase estimation of pole mounted distribution transformers are shown as examples.

本誌: 電気学会論文誌B（電力・エネルギー部門誌） Vol.144 No.11 （2024）

本誌掲載ページ: 564-567 p

原稿種別: 解説／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejpes/144/11/144_564/_article/-char/ja/