Hybrid algorithm with fuzzy system and conventional PI control for the temperature control of TV glass furnace
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Moon, UC | - |
dc.contributor.author | Lee, KY | - |
dc.date.available | 2019-05-30T09:32:45Z | - |
dc.date.issued | 2003-07 | - |
dc.identifier.issn | 1063-6536 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/24970 | - |
dc.description.abstract | This paper presents a practical application of fuzzy logic to the temperature control of glass melting furnace for television picture tube. Because of the complexity and nonlinearity, temperature control of glass melting furnace is still delegated to human operators. Though the overall characteristics of glass melting furnace are complex and nonlinear, one. part of the furnace characteristics can be modeled as a linear system. The linear part of the furnace dynamics is modeled with a first-order-plus-dead-time (FOPDT) system and a proportional integral (PI) controller is applied to the FOPDT model. The remaining complex and nonlinear part of the furnace dynamics is covered by the fuzzy system, i.e., rules of human experts. The PI controller and fuzzy system are combined in cascade. The PI controller is applied to maintain the left-right symmetric operation of the furnace, and a linear regression is used for the temperature trend to determine input to the fuzzy system in order to overcome the high frequency disturbance. The proposed hybrid controller, is implemented in Samsung-Corning Company to demonstrate the effectiveness of the proposed control algorithm. | - |
dc.format.extent | 7 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.title | Hybrid algorithm with fuzzy system and conventional PI control for the temperature control of TV glass furnace | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/TCST.2003.813385 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, v.11, no.4, pp 548 - 554 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.wosid | 000183821700011 | - |
dc.identifier.scopusid | 2-s2.0-0038444289 | - |
dc.citation.endPage | 554 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 548 | - |
dc.citation.title | IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY | - |
dc.citation.volume | 11 | - |
dc.type.docType | Article | - |
dc.publisher.location | 미국 | - |
dc.subject.keywordAuthor | cascade control | - |
dc.subject.keywordAuthor | first-order-plus-dead-time (FOPDT) system | - |
dc.subject.keywordAuthor | fuzzy systems | - |
dc.subject.keywordAuthor | glass furnace | - |
dc.subject.keywordAuthor | temperature control | - |
dc.subject.keywordPlus | LOGIC | - |
dc.relation.journalResearchArea | Automation & Control Systems | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Automation & Control Systems | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
84, Heukseok-ro, Dongjak-gu, Seoul, Republic of Korea (06974)02-820-6194
COPYRIGHT 2019 Chung-Ang University All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.