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Application ofArtificial Neural Networking for Determining the Plane of Vibration in Rotating System
2017
IOSR Journal of Mechanical and Civil Engineering
In this paper a new approach for Artificial Neural Networking using Feed Forward Back Propagation Method and Levenberg-Marquardt backpropagation training function has been developed using Java Programming, where by directly feeding the RMS and Phase values of vibration, the unbalance plane can be detected with minimum error. In a Machine Fault Simulator RMS value and phase values of vibrations are collected from the four accelerometers placed in X and Y direction of Left and Right Bearings
doi:10.9790/1684-1401052335
fatcat:r5vzjvne7zbynooh3lqhhphhje