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The application of three phase squirrel cage induction motor as an industrial drive is a common practice. With passage of time these industrial motors are subjected to incipient faults which if undetected can lead to a major fault. Recently artificial neural network, fuzzy logic and genetic algorithm have been employed to assist the diagnosis task and to interpret the data for machine condition. In...
In the last decade two things that has evolved and come into notice of motion control are programmable device technologies and AI techniques. This gives idea about lot more applications on single chip. This paper presents implementing of artificial neural networks based controller and fault diagnoses on field programmable gate array (FPGA). The feed forward neural network detects misfiring of switches...
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