Results 11 to 20 of about 12,390 (264)

Research Progress on Blade Damage Fault Detection Technology of Wind Turbine

open access: yes发电技术, 2020
The methods of damage state detection and fault diagnosis of wind turbine blades were reviewed, and the research status and problems worthy of study were pointed out.
Changxing YANG, Luping LI
doaj   +1 more source

Single Fault Diagnosis Method of Sensors in Cascade System Based on Data-Driven

open access: yesSensors, 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

AFDX network equipment fault diagnosis technology

open access: yesXibei 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

A Hierarchical Decision Fusion Diagnosis Method for Rolling Bearings

open access: yesApplied 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

Study on Detection and Fault Diagnosis System of Transmission of Coal Cutter Based on Improved BP Neural Network

open access: yesChemical 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

Methods for Fault Diagnosis in Mechanical Systems based on Deep Learning in the Absence or Class Imbalance of Fault Data [PDF]

open access: yes한국정밀공학회지, 2023
Deep learning-based fault diagnosis systems for prognostics and health management of mechanical systems is an active research topic. Notably, the absence and class imbalance of fault data (insufficient fault data compared to normal data) have been shown ...
Yongjae Jeon   +2 more
doaj   +1 more source

Fault detection and diagnosis method for heterogeneous wireless network based on GAN

open access: yesTongxin 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

Fault Detection and Diagnosis for Plasticizing Process of Single-Base Gun Propellant Using Mutual Information Weighted MPCA under Limited Batch Samples Modelling

open access: yesMachines, 2021
Aiming at the lack of reliable gradual fault detection and abnormal condition alarm and evaluation ability in the plasticizing process of single-base gun propellant, a fault detection and diagnosis method based on normalized mutual information weighted ...
Mingyi Yang   +6 more
doaj   +1 more source

Rolling Bearing Fault Monitoring for Sparse Time-Frequency Representation and Feature Detection Strategy

open access: yesEntropy, 2022
Data-driven fault diagnosis methods for rotating machinery have developed rapidly with the help of deep learning methods. However, traditional intelligent fault diagnosis methods still have some limitations in fault feature extraction and the latest ...
Jiahui Tang   +3 more
doaj   +1 more source

Infrared thermography‐based diagnostics on power equipment: State‐of‐the‐art

open access: yesHigh Voltage, 2021
As a non‐contact temperature distribution measurement method, infrared thermography (IRT) has emerged as an indispensable tool in condition monitoring and fault diagnosis of electrical equipment based on the absolute and relative temperature values ...
Changjie Xia   +6 more
doaj   +1 more source

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