A Fuzzy PID Controller for the Discontinuous Heating System
碩士 === 國立虎尾科技大學 === 航空與電子科技研究所 === 97 === The one dimensional PID (1-D PID) controller seems the most popular one for the industrial control with its flexible in parameters adjustable and no modeling needed for the system. But the 1-D PID is not suitable to a multiple input and multiple output (MIMO...
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ndltd-TW-097NYPI52940072019-09-22T03:40:56Z http://ndltd.ncl.edu.tw/handle/wfq658 A Fuzzy PID Controller for the Discontinuous Heating System 應用於不連續加熱的模糊PID控制器 JHANG-CHUN MU 張春木 碩士 國立虎尾科技大學 航空與電子科技研究所 97 The one dimensional PID (1-D PID) controller seems the most popular one for the industrial control with its flexible in parameters adjustable and no modeling needed for the system. But the 1-D PID is not suitable to a multiple input and multiple output (MIMO) control system. But, the MIMO system is very wildly used in industrial applications. In order to apply the 1-D PID controller to a MIMO system, a particular decoupling scheme must be combined with the traditional 1-D PID controller to cancel the dependency between the dimensions of a MIMO control system. However, to obtain this decoupling scheme must model the control system firstly. This procedure is against the flexible property of the PID controller. In this thesis we propose a novel decoupling scheme of a MIMO system which based on fuzzy theory. The parameters of this new decoupling scheme are adjustable, so the engineer can setup suitable parameters of it to adapt a particular control system but no modeling of the system needed. Therefore the flexible advantage of the PID controller is reversed. We implement this fuzzy decoupling control system for a discrete heating oven. In our experiments, this new control system can solve this MIMO heating problem, so we believe it is useful for other realistic control system design. JHANG-HONG YI 張鴻義 2009 學位論文 ; thesis 73 zh-TW |
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碩士 === 國立虎尾科技大學 === 航空與電子科技研究所 === 97 === The one dimensional PID (1-D PID) controller seems the most popular one for the industrial control with its flexible in parameters adjustable and no modeling needed for the system. But the 1-D PID is not suitable to a multiple input and multiple output (MIMO) control system. But, the MIMO system is very wildly used in industrial applications. In order to apply the 1-D PID controller to a MIMO system, a particular decoupling scheme must be combined with the traditional 1-D PID controller to cancel the dependency between the dimensions of a MIMO control system. However, to obtain this decoupling scheme must model the control system firstly. This procedure is against the flexible property of the PID controller.
In this thesis we propose a novel decoupling scheme of a MIMO system which based on fuzzy theory. The parameters of this new decoupling scheme are adjustable, so the engineer can setup suitable parameters of it to adapt a particular control system but no modeling of the system needed. Therefore the flexible advantage of the PID controller is reversed.
We implement this fuzzy decoupling control system for a discrete heating oven. In our experiments, this new control system can solve this MIMO heating problem, so we believe it is useful for other realistic control system design.
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author2 |
JHANG-HONG YI |
author_facet |
JHANG-HONG YI JHANG-CHUN MU 張春木 |
author |
JHANG-CHUN MU 張春木 |
spellingShingle |
JHANG-CHUN MU 張春木 A Fuzzy PID Controller for the Discontinuous Heating System |
author_sort |
JHANG-CHUN MU |
title |
A Fuzzy PID Controller for the Discontinuous Heating System |
title_short |
A Fuzzy PID Controller for the Discontinuous Heating System |
title_full |
A Fuzzy PID Controller for the Discontinuous Heating System |
title_fullStr |
A Fuzzy PID Controller for the Discontinuous Heating System |
title_full_unstemmed |
A Fuzzy PID Controller for the Discontinuous Heating System |
title_sort |
fuzzy pid controller for the discontinuous heating system |
publishDate |
2009 |
url |
http://ndltd.ncl.edu.tw/handle/wfq658 |
work_keys_str_mv |
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