Tarun Varshney

  • Citations Per Year
Learn More
This paper demonstrates the function approximation capability of feed forward neural network (FFNN). An attempt has been made to develop the Graphical user Interface (GUI) system for function approximation. This GUI system can handle the function approximation of any nonlinear/linear function which can have any number of input variable and 6 output(More)
This paper demonstrates that neural networks can be used effectively for control of nonlinear dynamical systems. The proposed control scheme is based on the artificial neural network and is applied to an isothermic continuous stirred tank reactor (CSTR). In this paper we have tested the internal model control (IMC) strategy based on neural networks for(More)
In this paper a new intelligent control based scheme has been proposed for tuning PID controller parameters (propositional, derivative, and integral gains) of multi-variable systems using diagonal recurrent neural Networks (DRNN). It utilizes the basics of back propagation algorithm with momentum constant. A simulation study of nonlinear, interactive, two(More)
  • 1