第17回
AIを用いた異常予兆検知システムの開発 (1)異常予兆検知AI技術「2段階オートエンコーダ」
著者:
内藤 晋,田口 安則,加藤 佑一,中田 康太,(東芝),名倉 伊作,富永 真哉,三宅 亮太,青木 俊夫,宮本 千賀司,高戸 直之,(東芝ESS)
発刊日:
公開日:
キーワードタグ:
In large-scale power plants such as nuclear and thermal power plants, thousands of sensors are installed to monitor the performance and health of the plant. However, it is difficult for operators to monitor all sensor values at all times. Therefore, Toshiba has developed a unique AI technology that comprehensively monitors thousands of sensor values and detects possible abnormalities earlier than humans. In a power plant, there are major fluctuations in sensor values during operation and minute fluctuations...
英字タイトル:
Development of anomaly detection system using AI Anomaly detection AI technology, two-stage autoencoder