산업체 열병합발전시스템에서 최적운전계획 수립을 위한 진화 알고리즘을 이용한 GUI System 개발

A Development of GUI System for Optimal Operational Scheduling on Industrial Cogeneration Systems Using Evolutionary Algorithms

  • 정지훈 ((株) 三千里 技術營業팀) ;
  • 이종범 (圓光大 電氣電子 및 情報工學部)
  • 발행 : 2002.11.01

초록

This paper describes a strategy of a daily optimal operational scheduling on the industrial cogeneration system. The cogeneration system selected to establish the scheduling consists of three units and several auxiliary devices which include three auxiliary boilers, t재 waste boilers and three sludge incinerators. One unit generated electrical and thermal energy using the back pressure turbine. The other two units generate the energy using the extraction condensing turbine. Three auxiliary devices operate to supply energy to the loads with three units. The cogeneration system is able to supply enough the thermal energy to the thermal load, however it can not sufficiently supply the electric energy to the electrical load. Therefore the insufficient electric energy is compensated by buying electrical energy from utility. In this paper, the evolutionary algorithms was applied to establish the optimal scheduling for the cogeneration systems. Also the GUI System was developed using established mathematics medeling and evolutionary algorithms in order that non-experts are able to establish operational scheduling. This results revel that the proposed modeling and strategy can be effectively applied to cogeneration system for paper mill.

키워드

참고문헌

  1. P. S. Pak and· Suzuki, 'Derivation of an Index for Evaluating Economics of Cogeneration Systems and Its Applications', International Journal of Energy Research, VoL 13, pp. 149-156, 1989 https://doi.org/10.1002/er.4440130204
  2. K. Ito, et ai, 'Optimal Planning of a Super Waste Incineration Cogeneration Plant', Journal of Engineering for Gas Turbines and Power, Vol. 119, pp. 903-909, 1997 https://doi.org/10.1115/1.2817072
  3. 노현극, '부하특성을 고려한 소형 열병합발전 적용 타탕성 검토 연구', 공기조화 냉동공학회 동계학술발표회 논문집, pp. 532-537, 1998
  4. 이종범 외, '열병합발전시스템의 최적운전계획수립을 위한 수리적 모형 수립에 관한 연구', 한국전력공사. 1994
  5. 이종범, 정창호,'각종 보조설비가 연계된 열병합발전시스템에서 퍼지이론을 적용한 단기운전계획 수립', 대한전기학회논문지, 44권 9호, 1995. 9
  6. Dimitri A. Manolas, et al, 'Operation Optimization of an Industrial Cogeneration System by a Genetic Algorithm', Energy Conversation Management, Vol. 38, No. 15-17. pp. 1625-1636, 1997 https://doi.org/10.1016/S0196-8904(96)00203-8
  7. Mitsuo Gen, Runwei Cheng, 'Genetic Algorithmw and Engineering Design', A Wiley-Interscience Publication, 1997
  8. Zbigniew Michalewicz, 'Genetic Algorithms + Data Structures = Evolution Programs', Springer- Verlag, 1992
  9. 진강규, '유전알고리즘과 그 응용', 교우사, 2000
  10. 김용성, 'Visual C++ 완벽가이드', 영진출판사, 2000
  11. 이상엽, 'Visual C++ Programming Bible ver 5.0', 영진출판사, 1998