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指数重み付きオンライン推定を用いた火力発電所回転機器の余寿命予測

発表形態:
原著論文
主要業績:
主要業績
単著・共著:
共著
発表年月:
2012年03月
DOI:
会議属性:
指定なし
査読:
有り
リンク情報:

日本語フィールド

著者:
後藤 聡,塚本 健太 読み: ゴトウ サトル,ツカモト ケンタ
題名:
指数重み付きオンライン推定を用いた火力発電所回転機器の余寿命予測
発表情報:
電気学会論文誌 B(電力・エネルギー部門誌) 巻: 132 号: 3 ページ: 244-250
キーワード:
回転機器,指数重み,オンライン劣化進行予測,余寿命予測
概要:
抄録:
In this paper, an on-line deterioration prediction and residual life prediction method is proposed for maintenance of rotating equipment in thermal power plants. Condition of rotating equipment is inspected by vibration measurement. A mathematical model for the deterioration of the rotating equipment is derived in order to predict future condition of the rotating equipment. Residual life of the rotating equipment is predicted by deterioration prediction using on- line estimation of model parameters with forgetting factor. The effectiveness of the residual life prediction method is assured by applying it to actual vibration data of rotating equipment.

英語フィールド

Author:
Satoru Goto and Kenta Tsukamoto
Title:
Residual Life Prediction of Rotating Equipment in Thermal Power Plants Using On-line Estimation with Forgetting Factor
Announcement information:
IEEJ Transactions on Power and Energy Vol: 132 Issue: 3 Page: 244-250
Keyword:
rotating equipment, forgetting factor, on-line deterioration prediction, residual life prediction
An abstract:
In this paper, an on-line deterioration prediction and residual life prediction method is proposed for maintenance of rotating equipment in thermal power plants. Condition of rotating equipment is inspected by vibration measurement. A mathematical model for the deterioration of the rotating equipment is derived in order to predict future condition of the rotating equipment. Residual life of the rotating equipment is predicted by deterioration prediction using on- line estimation of model parameters with forgetting factor. The effectiveness of the residual life prediction method is assured by applying it to actual vibration data of rotating equipment.


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