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The Neural-Fuzzy Control of a Transformer Cooling System

첫 페이지 보기
  • 발행기관
    국제문화기술진흥원 바로가기
  • 간행물
    International Journal of Advanced Culture Technology(IJACT) KCI 등재후보 바로가기
  • 통권
    Volume 4 Number 2 (2016.06)바로가기
  • 페이지
    pp.47-56
  • 저자
    Jong-Yong Lee, Chul Lee
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A278802

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원문정보

초록

영어
In transformer cooling systems, oil temperature is controlled through the use of a blower and oil pump. For this paper, set-point algorithms, a reset algorithm and control algorithms of the cooling system were developed by neural networks and fuzzy logics. The oil inlet temperature was set by a 2× 2× 1 neural network, and the oil temperature difference was set by a 2× 3× 1 neural network. Inputs used for these neural networks were the transformer operating ratio and the air inlet temperature. The inlet set temperature was reset by a fuzzy logic based on the transformer operating ratio and the oil outlet temperature. A blower was used to control the inlet oil temperature while the oil pump was used to control the oil temperature difference by fuzzy logics. In order to analysis the performance of these algorithms, the initial start-up test and the step change test were performed by using the dynamic model of a transformer cooling system. Test results showed that algorithms developed for this study were effective in controlling the oil temperature of a transformer cooling system.

목차

Abstract
 1. Introduction
 2. Mathematic model of cooling system
 3. System algorithm
  3.1 Setpoint algorithm
  3.2 Reset algorithm
  3.3 Control algorithm
 4. Efficiency analysis of algorithm
  4.1 Initial operating efficiency test
  4.2 Main transformer operation rate step variation efficiency test
 5. Conclusion
 References

키워드

Transformer cooling system Setpoint algorithm Reset algorithm Control algorithm Neural network Fuzzy logic

저자

  • Jong-Yong Lee [ Ingenium college of liberal arts, KwangWoon University, Seoul 01897, Korea ]
  • Chul Lee [ Department of Mechatronics, Inhatechnical Collage, 100 Inha-Ro, Namgu, Incheon, 402-752 ] Corresponding author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    국제문화기술진흥원 [The International Promotion Agency of Culture Technology]
  • 설립연도
    2009
  • 분야
    공학>공학일반
  • 소개
    본 진흥원은 문화기술(Culture Technology) 관련 산·학·연·관으로 구성된 비영리 단체이다. 문화기술(CT)은 정보통신기술(ICT), 문화적 사고 기반의 예술, 인문학, 디자인, 사회과학기술이 접목된 신융합기술(New Convergence Technology, NCT)로 정의한다. 인간의 삶의 질을 향상시키고, 진보된 방향으로 변화시키고, 문화기술 관련 분야의 학술 및 기술의 발전과 진흥에 공헌하기 위하여, 제3조의 필요한 사업을 행함을 그 목적으로 한다.

간행물

  • 간행물명
    International Journal of Advanced Culture Technology(IJACT)
  • 간기
    계간
  • pISSN
    2288-7202
  • eISSN
    2288-7318
  • 수록기간
    2013~2025
  • 등재여부
    KCI 등재
  • 십진분류
    KDC 600 DDC 700

이 권호 내 다른 논문 / International Journal of Advanced Culture Technology(IJACT) Volume 4 Number 2

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