Results 11 to 20 of about 30,992 (298)
Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network [PDF]
Sensors, 2019 Fault detection and diagnosis is one of the most critical components of preventing accidents and ensuring the system safety of industrial processes. In this paper, we propose an integrated learning approach for jointly achieving fault detection and fault
Pangun Park +3 more
doaj +2 more sources
Fault detection and diagnosis of a plastic film extrusion process [PDF]
, 2010 This paper presents a new approach to the design of a model-based fault detection and diagnosis system for application to a plastic film extrusion process. The design constructs a residual generator via parity relations.
UK EPSRC Industrial CASE Award (Funder) +4 more
core +4 more sources
Model-based fault detection and isolation for wind turbine [PDF]
, 2012 In this paper, a quantitative model based method is proposed for early fault detection and diagnosis of wind turbines. The method is based on designing an observer using a model of the system. The observer innovation signal is monitored to detect faults.
Hwas, Abdulhamed Moh Suliman +1 more
core +4 more sources
Fault severity diagnosis of rolling element bearings based on kurtogram and envelope analysis [PDF]
, 2014 Faults in rolling element bearing are among the main causes of breakdown in rotating machines. Vibration is an effective technique for machine condition monitoring.
Gu, Fengshou +6 more
core +5 more sources
Single Fault Diagnosis Method of Sensors in Cascade System Based on Data-Driven
Sensors, 2021 The reliability and safety of the cascade system, which is widely applied, have attached attention increasingly. Fault detection and diagnosis can play a significant role in enhancing its reliability and safety. On account of the complexity of the double
Wenbo Na +4 more
doaj +1 more source
A Hierarchical Decision Fusion Diagnosis Method for Rolling Bearings
Applied Sciences, 2021 In order to achieve accurate fault diagnosis of rolling bearings, a hierarchical decision fusion diagnosis method for rolling bearings is proposed. The hierarchical back propagation neural networks (BPNNs) architecture includes a fault detection layer ...
Jingzhou Fei +3 more
doaj +1 more source
AFDX network equipment fault diagnosis technology
Xibei Gongye Daxue Xuebao, 2023 This paper focuses on the network equipment fault monitoring and diagnosis software, and studies the fault diagnosis of the monitored AFDX network based on the network algorithm. Firstly, the range fault characteristic parameters are designed to identify
HU Lei +6 more
doaj +1 more source
Chemical Engineering Transactions, 2018 To improve the fault diagnosis effect of transmission of coal cutter and ensure the smooth work of coal cutter, the detection and fault diagnosis system of transmission of coal cutter is designed and analyzed in this study.
Hongyan Zhou
doaj +1 more source
Real-time fault diagnosis and fault-tolerant control [PDF]
, 2015 This "Special Section on Real-Time Fault Diagnosis and Fault-Tolerant Control" of the IEEE Transactions on Industrial Electronics is motivated to provide a forum for academic and industrial communities to report recent theoretic/application results in ...
Cecati, Carlo +2 more
core +1 more source
Fault detection and diagnosis method for heterogeneous wireless network based on GAN
Tongxin xuebao, 2020 Aiming at the problem that in the process of network fault detection and diagnosis,how to train the precise fault diagnosis and detection model based on small data volume,a fault diagnosis and detection algorithm based on generative adversarial networks (
Xiaorong ZHU, Peipei ZHANG
doaj +2 more sources