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Artificial neural network primarily based space vector pulse width modulated direct torque control scheme to control speed and torque of IM drive. The Levenberg Marquardt back propagation to replace the conventional PID controllers to enhance the drive’s performance since the performance of an electric drive genuinely relies upon on the excellent of a speed controller

The system timely monitors the moisture level of the soil. In this system a mechanism is established to find the moisture content in the soil with the help of soil moisture sensor and depending upon the condition of the sensor the water is controlled