Development a fuzzy controller for a steam generation plant using fuzzy cluster analysis
Publish place: 8th National Iranian Chemical Engineering Congress
Publish Year: 1382
Type: Conference paper
Language: English
View: 1,726
This Paper With 10 Page And PDF Format Ready To Download
- Certificate
- I'm the author of the paper
Export:
Document National Code:
NICEC08_025
Index date: 27 February 2008
Development a fuzzy controller for a steam generation plant using fuzzy cluster analysis abstract
An indirect method or fuzzy clustering algorithm is selected to build a linguistic fuzzy model of a steam generator controller. Based on output data clustering and projection onto the input spaces, number of clusters is determined and rules are generated automatically and a linguistic fuzzy MISO model is constructed. Then, by implementing an adapted neural Network for selected type of membership functions, all membership function parameters will be optimized. Compared to other algorithms, the proposed new algorithm and methods are computationally and conceptually simple. The obtained model
will be compared with a conventional (PID) controller for a specified boiler.
Development a fuzzy controller for a steam generation plant using fuzzy cluster analysis Keywords:
Development a fuzzy controller for a steam generation plant using fuzzy cluster analysis authors
Mahdi Hadian
Department of Industrial Engineering Amirkabir University of Technology (Tehran Poly technique)، Azarab Industries Co.
Hosein Fazel Zarandi
Department of Industrial Engineering Amirkabir University of Technology (Tehran Poly technique)
Mahdi Rezaei
Azarab Industries Co.
مراجع و منابع این Paper:
لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :