Results 81 to 90 of about 3,273,797 (200)

Study on fault diagnosis technologies of motor

open access: yesGong-kuang zidonghua, 2015
The paper introduced types and causes of common electrical and mechanical faults of motor, and described application of signal processing methods and intelligent diagnosis methods in fault diagnosis of motor.
WANG Huizhong   +3 more
doaj   +1 more source

Intelligent Fault Diagnosis for Laboratory Equipment

open access: yesElectronics Letters
ABSTRACT Traditional laboratory management relies heavily on manual oversight and static threshold‐based fault diagnostics, which are inadequate for addressing the dynamic, individualised needs of contemporary environments. To address these challenges, we proposed an intelligent laboratory management framework, designed to enable ...
Chaoqun Zheng   +6 more
openaire   +1 more source

A Novel Bearing Fault Diagnosis Method with Wavelet Packet Decomposition Time-Frequency Feature Enhancement

open access: yesWorld Electric Vehicle Journal
Accurate bearing fault diagnosis in electric drive systems is crucial for ensuring the safety and reliability of new energy vehicles. Aiming at the problem of inaccurate bearing fault diagnosis caused by the failure to fully utilize the time-frequency ...
Dengfeng Zhao   +7 more
doaj   +1 more source

A Fault Diagnosis Approach for Rolling Bearing Integrated SGMD, IMSDE and Multiclass Relevance Vector Machine

open access: yes, 2020
The vibration signal induced by bearing local fault has strong nonstationary and nonlinear property, which indicates that the conventional methods are difficult to recognize bearing fault patterns effectively.
Minping Jia, Ying Liu, Xiaoan Yan
core   +1 more source

RESEARCH PROGRESS OF METHODS OF GEAR FAULT DIAGNOSIS

open access: yesJixie qiangdu, 2016
Gear is a main component of the machinery transmission. Reducing gear failure and prolong its life is a crucial issue in industrial production. It summarized the research progress of gear fault diagnosis technology for nearly 50 years.
ZHAO LiJuan, LIU XiaoDong, LI Miao
doaj  

A Deployment Method for Motor Fault Diagnosis Application Based on Edge Intelligence

open access: yes
The rapid advancement of Industry 4.0 and intelligent manufacturing has elevated the demands for fault diagnosis in servo motors. Traditional diagnostic methods, which rely heavily on handcrafted features and expert knowledge, struggle to achieve ...
Nan Wu   +5 more
core   +1 more source

An intelligent diagnosis for railway turnout fault

open access: yesDianzi Jishu Yingyong, 2020
The traditional turnout fault detection method not only leads to consume a lot of manpower, material resources and financial resources, but also relies on manual experience. With the rapid development of artificial intelligence, designing an intelligent diagnostic system to diagnose the turnout is a key problem.
Ke Ting   +3 more
openaire   +1 more source

A Fusion Model for Intelligent Diagnosis of Gear Faults with Small Sample Sizes

open access: yes
Gear faults are a frequent cause of rotating machinery breakdowns. There are two open issues in the current intelligent diagnosis model of gear faults. (1) Shallow models demand fewer data but necessitate feature extraction from raw signals, relying on ...
Jianing Huang   +4 more
core   +1 more source

Fault Diagnosis of Switching Power Supplies Using Dynamic Wavelet Packet Transform and Optimized SVM

open access: yes
Switch mode power supplies (SMPSs) are prone to various faults under complex operating environments and variable load conditions. To improve the accuracy and reliability of fault diagnosis, this paper proposes an intelligent diagnosis method based on ...
Zhifeng Wang, Jie Xu, Jingjing Zhu
core   +1 more source

An intelligent online machine fault diagnosis system

open access: yes, 2001
Traditional help desk service relies heavily on the expertise of service personnel. This article describes an intelligent data mining technique that combines neural network and rule-based reasoning with case-based reasoning to mine information from the ...
Hui, S.C., Fong, A.C.M.
core   +1 more source

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