Failure diagnosis of the steam generator based on improved BP network and Particle

In order to overcome the problems of slow rate of convergence and falling easily into local minimum in BP algorithm, this paper introduces the adaptive particle swarm optimization algorithm and combining model. The paper applies it to steam turbine-generators fault diagnosis. The experiment data sho...

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Bibliographic Details
Main Authors: Qi Fujun, Niu Qingsong, Peng Jing, Tian Zhiguang
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/32/e3sconf_posei2021_02041.pdf