Development of Neuro Process Controller for Chemical Reaction Process.

Role of Chemical Reaction Engineering in Sustainable Process Development

Neuro-predictive process control using online controller adaptation

A novel architecture for integrating neural networks with industrial controllers is proposed, for use in predictive control of complex process systems. In the proposed method, a conventional controller, e.g., a proportional-integral (PI) controller, is used to control the process. In addition, a recurrent neural network is used in the form of a multistep-ahead predictor (MSP) to model the proce...

Numerical Analysis of Melting Process of Compounds Containing Nanoparticles for the Development of Phase Change Process

In this work, the melting process of compounds containing nanoparticles of NePCM in a square hole with different angles affected by two pairs of well-spring heat source on horizontal walls was numerically investigated. Four different configurations of elements were employed to investigate the effect of changes in the position of elements on the horizontal walls of the well-spring landscape on t...

Emotional Learning Based Intelligent Controller for MIMO Peripheral Milling Process

During the milling process, one of the most important factors in reducing tool life expectancy and quality of workpiece is the chattering phenomenon due to self-excitation. The milling process is considered as a MIMO strongly coupled nonlinear plant with time delay terms in cutting forces. We stabilize the plant using two independent Emotional Learning-based Intelligent Controller (ELIC) in par...

Intelligent Controller for Temperature Process

The goal of any temperature controller design is to keep the temperature of the target device on the desired value defined by the user as accurately as possible and using as little energy as possible. . The very control of temperature can be achieved by causing heater power to be simply switched on and off according to an under or over temperature condition respectively. Ultimately, the heater ...