Combustion Control of Refuse Incineration Plant using Fuzzy Model and Genetic Algorithms


The Transactions of the Korea Information Processing Society (1994 ~ 2000), Vol. 7, No. 7, pp. 2116-2124, Jul. 2000
10.3745/KIPSTE.2000.7.7.2116,   PDF Download:

Abstract

In this paper we propose combustion control of refuse incineration plant using fuzzy model and genetic algorithm. At first fuzzy 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. Fuzzy model can be used to obtain control strategy, and train and enhance operators'' skill by simulating the plant. Then genetic algorithms search and find out optimal control inputs over all possible solutions in respect to desired outputs and these are inserted to plant. In order to testify proposed control method, computer simulation was carried out. As a result, ISE of fuzzy model of refuse incineration plant is 0.015 and ITAE of control by proposed method, 352 which is better than that by manual operation.


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Cite this article
[IEEE Style]
J. J. Park and K. S. Choi, "Combustion Control of Refuse Incineration Plant using Fuzzy Model and Genetic Algorithms," The Transactions of the Korea Information Processing Society (1994 ~ 2000), vol. 7, no. 7, pp. 2116-2124, 2000. DOI: 10.3745/KIPSTE.2000.7.7.2116.

[ACM Style]
Jong Jin Park and Kyu Seok Choi. 2000. Combustion Control of Refuse Incineration Plant using Fuzzy Model and Genetic Algorithms. The Transactions of the Korea Information Processing Society (1994 ~ 2000), 7, 7, (2000), 2116-2124. DOI: 10.3745/KIPSTE.2000.7.7.2116.