土木工程与管理学报2017，Vol.34Issue(6)：57-62,72,7.
基于贝叶斯网络的土压盾构刀盘失效故障诊断
Fault Diagnosis of Cutterhead Failure of Earth Pressure Shield Based on Bayesian Network
摘要
Abstract
As shield disk cutter is a key component of shield machine, studying the risk management of subway construction and shield cutter head failure has great engineering application value. Bayesian network has advantages in event polymorphism, fault logic relation uncertainty and information uncertainty representation and reasoning in complex system fault diagnosis. Based on the experience and research of engineering practice, this paper uses Bayesian network to analyze the failure form and risk mechanism of soil pressure balance shield. Through the expert survey, the probability level of the risk factors of the earth pressure shield based on the polymorphic Bayesian network is constructed. Taking the failure risk of the cutterhead in the construction of the shield tunnel in a metro, the probability level of the failure risk of the cutterhead is analyzed. The key risk factors are judged by the maximum probability path, and the corresponding control measures of the risk factors of the cutterhead failure are put forward. The engineering practice proves the correctness of the research conclusion.关键词
贝叶斯网络/盾构刀盘/风险事故/故障诊断Key words
bayesian network/shield disk cutter/risk accident/fault diagnosis分类
建筑与水利引用本文复制引用
陈发达,吴贤国,王彦玉,张立茂..基于贝叶斯网络的土压盾构刀盘失效故障诊断[J].土木工程与管理学报,2017,34(6):57-62,72,7.基金项目
国家自然科学基金(51378235 （）
71571078 （）
51778262 （）
51308240) （）
国家重点研发项目(2016YFC0800208) （2016YFC0800208）
湖北省自然科学基金重点项目(zrz2014000104) （zrz2014000104）
教育部博士后基金(2015M570645) （2015M570645）
武汉市建委科技项目(201414 （）
201619 （）
201334) （）
