Identify and simulation a furnace of steam boiler based on a new fuzzy modeling approach
In this paper, one system identification method based on T-S fuzzy modeling approach is presented for modeling a furnace of steam boiler . In this method, NFCRM is applied to build the fuzzy structure and then identify the premise parameters; a new criterion is proposed to auto determine the number of rules in fuzzy modeling; after the fuzzy rules have been decided, orthogonal least square is exploited to identify the consequent parameters. Comparison between the responses of the proposed models with the responses of the plants and mathematical model validates the accuracy and performance of the modeling approach.
Keywords: model, fuzzy model, system identification.
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ABOUT THE AUTHORS
Mohammad(behdad) Jamshidi
1Young Researchers Club, Kermanshah Branch, Islamic Azad University, Kermanshah, Iran
Qaem Jahangiri
4Harsin Branch, Islamic Azad University, Harsin, Iran
Rohollah Esmaeli Manesh
3Young Researchers Club, Eslam Abad Gharb Branch, Islamic Azad University, Eslam Abad Gharb ,kermanshah, Iran
Saeed Azimi
Harsin Branch, Islamic Azad University, Harsin, Iran
Hamzeh Darvishi
5Young Researchers Club, Saveh Branch, Islamic Azad University, Saveh, Iran
Bizhan Nemati
6Young Researchers, Ghasre Shirin Branch, Islamic Azad University Ghasre Shirin, kermanshah, Iran
Mohammad(behdad) Jamshidi
1Young Researchers Club, Kermanshah Branch, Islamic Azad University, Kermanshah, Iran
Qaem Jahangiri
4Harsin Branch, Islamic Azad University, Harsin, Iran
Rohollah Esmaeli Manesh
3Young Researchers Club, Eslam Abad Gharb Branch, Islamic Azad University, Eslam Abad Gharb ,kermanshah, Iran
Saeed Azimi
Harsin Branch, Islamic Azad University, Harsin, Iran
Hamzeh Darvishi
5Young Researchers Club, Saveh Branch, Islamic Azad University, Saveh, Iran
Bizhan Nemati
6Young Researchers, Ghasre Shirin Branch, Islamic Azad University Ghasre Shirin, kermanshah, Iran
