Mobile QR Code QR CODE : Korean Journal of Air-Conditioning and Refrigeration Engineering
Korean Journal of Air-Conditioning and Refrigeration Engineering

Korean Journal of Air-Conditioning and Refrigeration Engineering

ISO Journal TitleKorean J. Air-Cond. Refrig. Eng.
  • Open Access, Monthly
Open Access Monthly
  • ISSN : 1229-6422 (Print)
  • ISSN : 2465-7611 (Online)
Title The Intelligent Control Algorithm of a Transformer Cooling System
Authors 한도영(Doyoung Han) ; 원재영(Jaeyoung Won)
Page pp.515-522
ISSN 1229-6422
Keywords 변압기 냉각시스템 ; 동적모델 ; 설정알고리즘 ; 제어알고리즘 ; 신경망 ; 퍼지로직 Transformer cooling system ; Dynamic model ; Setpoint algorithm ; Control algorithm ; Neural network ; Fuzzy logic ;
Abstract In order to improve the efficiency of a transformer cooling system, the intelligent algorithm was developed. The intelligent algorithm is composed of a setpoint algorithm and a control algorithm. The setpoint algorithm was developed by the neural network, and the control algorithm was developed by the fuzzy logic. These algorithms were used for the control of a blower and an oil pump of the transformer cooling system. In order to analyse performances of these algorithms, the dynamic model of a transformer cooling system was used. Based on various performance tests, energy savings and stable controls of a transformer cooling system were observed. Therefore, control algorithms developed for this study may be effectively used for the control of a transformer cooling system.