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Chapter and Conference Paper
Multi-objective Optimization of IPT System Compensation Parameters for Improving Misalignment Tolerance
The capability of misalignment tolerance is a problem of great concern for inductive power transfer (IPT) system, especially with the simultaneous change of load. This paper presents a detailed multi-objective...
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Chapter and Conference Paper
Research on Life Prediction Method of Motor Bearings
In order to better achieve the life prediction and reliability analysis of motor bearings, a bearing life prediction method based on deep learning is proposed in this paper. The method firstly extracts feature...
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Chapter and Conference Paper
Life Prediction of Rolling Bearing Based on Bidirectional GRU
Rolling bearing is a kind of precision mechanical component bearing that changes the sliding friction between the running shaft and the shaft seat into rolling friction, so as to reduce the friction loss. It i...
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Chapter and Conference Paper
Finite Element Analysis of the Stress and Life of Cylindrical Bearing Roller of High-Speed Railway Motor
This article uses the contact theory to conduct a dynamic analysis of the cylindrical roller bearing firstly, describes the contact relationship between the roller and the inner and outer rings, and derives th...
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Chapter and Conference Paper
IGBT Life Prediction Based on CNN1D-LSTM Hybrid Model
In order to solve the problem of IGBT aging failure caused by the cyclic impact of thermal stress and electrical stress when working in a complex environment, a network model combining Convolutional Neural Net...
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Chapter and Conference Paper
The Fault Diagnosis Method of Rolling Bearing Based on CEEMDAN
The bearing structure is complex, the early fault signals are weak, mixed with a large number of noise signals, and have nonlinear characteristics, which makes it extremely difficult to extract effective fault...