Anomaly sign detection by monitoring thousands of process values using a two-stage autoencoder

In a large-scale plant such as a nuclear power plant, thousands of process values are measured for the purpose of monitoring the plant performance and the health of various systems. It is difficult for plant operators to constantly monitor all of the process values. We present a data-driven method t...

Description complète

Enregistré dans:
Détails bibliographiques
Auteurs principaux: Susumu NAITO, Yasunori TAGUCHI, Yuichi KATO, Kouta NAKATA, Ryota MIYAKE, Isaku NAGURA, Shinya TOMINAGA, Toshio AOKI
Format: article
Langue:EN
Publié: The Japan Society of Mechanical Engineers 2021
Sujets:
Accès en ligne:https://doaj.org/article/b789e727c4134003b2d441bc15325451
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!