Indian Journal of Science and Technology

Abstract

Objectives: The aim is to detect damage in boiler of steam plant by using intelligence technique to improve the boiler performance. Experimental information is obtained by use an industrial boiler operating at Al- Dura power plant. Methods/ Statistical Analysis: This manuscript presents is to compare intelligence technique for boiler of steam power plant PID, ANFIS, PSO technique. Various controllers for temperature will be developed to keep boiler operating in normal conditions as well as improving the effectiveness. Such parameters will be modified via building a model that will be implemented in MATLAB based on the requirements of steam power plants as well as the control aims. Findings: The results of the study indicated that the algorithm of PSO is the optimum controlled and top–quality performance regarding the power plants from PID controller. Application/Improvements: Application in indicated PID, ANFIS and PSO were utilized in Al-Dura power plant in Baghdad. Various industrial applications have applied these methods.

Keywords: ANFIS, Control, Optimization Method, PID, PSO