Construction and Simulation of Failure Distribution Model for Cycloidal Gears Grinding Machine

Construction and Simulation of Failure Distribution Model for Cycloidal Gears Grinding Machine

To increase reliability, reduce machine tool failure, and shorten maintenance time, serval failure distribution models are discussed based on the cycloidal gears form grinding. A fault data expansion algorithm model based on the radial basis function (RBF) neural network is proposed to accurately ev...

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Bibliographic Details
Main Authors: Fu, Y. (Author), Jiang, C. (Author), Wang, H. (Author), Yang, Y. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Clustering algorithms
Computer control systems
Cycloidal gear
cycloidal gears
Distribution functions
Failure distribution model
Failure distribution models
Form grinding
Function evaluation
gear form grinding machine
Gear form grinding machines
Gear grinding machines
Gears
Grinding (machining)
Learning algorithms
Machine tools
Maintenance time
Neural-networks
Radial basis function networks
reliability evaluation
Reliability Evaluation
Reliability theory
simulation
Simulation
Tool failures
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