Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Current study results on Machine Learn ing have been published. According to news reporting out of Mathura, India, by N ewsRx editors, research stated, “In this research article, a fractionalorder no nlinear Proportional plus Integral plus Derivative (FONPID) controller is incorp orated into a complex surge tank system where the gains of the controller are tu ned through a machine learning control approach to control the nonlinear variati ons in level setpoints. Obtaining a proper output response from a non-linear sys tem is challenging and demanding for researchers.”