Development of an Optimal Operation Support Software for Refuse Incineration Plant using Fuzzy Model and Genetic Algorithm

퍼지모델과 유전 알고리즘을 이용한 쓰레기 소각로의 최적 운전 보조 소프트웨어 개발

Abstract-In paper, an operation support software for combustion control of refuse incineration plant is developed using fuzzy model and genetic algorithm. It has two major modules which are simulation module and optimal operation module. In simulation module modelling is performed to obtain fuzzy model of the refuse incineration plant and obtained fuzzy model predicts outputs of the plant when inputs are given. This module can be used to obtain control strategy, and train and enhance operators' skill by simulating the plant. And in optimal operation module, genetic algorithm searches and finds out optimal control inputs over all possible solutions in respect to desired outputs. In order to testify proposed operation support software, computer simulation was carried out.