Method of Non-Invasive determination of wheel rim technical condition using vibration measurement and artificial neural network

M. Borecki,A. Rychlik,O. Vrublevskyi,A. Olejnik,M. L. Korwin-Pawlowski

Measurement（2021）

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摘要

•Modification of the balancer to the rim material condition measurement system.•Health of the rim: -new and good, -used and suitable for further use, -unusable.•Processing of vibration data using ANN as a rim material integrity classifier.•Comparison of AHC with SOM and MLP as classifiers for the examination of the rim.

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关键词

Vehicle wheels monitoring,Vehicle safety,Rim material integrity,Rim functional state,rim state intelligent classifier, vibration analysis, MLP versus SOM

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