Browse > Article

Development of an Incentive Level Evaluation Technique of Direct Load Control using Sequential Monte Carlo Simulation  

정윤원 (건국대학 공대 전기공학과)
박종배 (건국대학 공대 전기공학과)
신중린 (건국대학 공대 전기공학과)
Publication Information
The Transactions of the Korean Institute of Electrical Engineers A / v.53, no.2, 2004 , pp. 121-128 More about this Journal
Abstract
This paper presents a new approach for determining an accurate incentive levels of Direct Load Control (DLC) program using sequential Monte Carlo Simulation (MCS) techniques. The economic analysis of DLC resources needs to identify the hourly-by-hourly expected energy-not-served resulting from the random outage characteristics of generators as well as to reflect the availability and duration of DLC resources, which results the computational explosion. Therefore, the conventional methods are based on the scenario approaches to reduce the computation time as well as to avoid the complexity of economic studies. In this paper, we have developed a new technique based on the sequential MCS to evaluate the required expected load control amount in each hour and to decide the incentive level satisfying the economic constraints. In addition, the mathematical formulation for DLC programs' economic evaluations are developed. To show the efficiency and effectiveness of the suggested method, the numerical studies have been performed for the modified IEEE reliability test system.
Keywords
Economic studies; Direct Load Control; Sequential Monte Carlo Simulation; California Test;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 A Monte Carlo Method for Multi-Area Generation System Reliability /
[ R.Billinton;W.Li ] / IEEE Trans. on Power Systems   ScienceOn
2 Modelling Multostate Problems in Seqyential Simulation of Power System reliability Studies /
[ M.R.Bhuiyan;R.N.Allan ] / IEE Proc.-Gener. Transm. Distrib.   ScienceOn
3 /
[ X.Wang;J.R.McDinald ] / Modern Power System Planning
4 M. R. Bhuiyan, R. N. Allan, 'Modelling Multistate Problems in Sequential Simulation of Power System reliability Studies', IEE Proc.-Gener. Transm. Distrib., Vol. 142, No. 4, pp. 343-349, July 1995   DOI   ScienceOn
5 /
[ Carifornia Public Utilities Commission ] / Califormia Energy Commission, Economic Analysis of Demand-Side Management Programs: Standard Proctice Manual
6 한국전력연구원 전력기반조성사업실, 전력수요관리사업 운영지침, 2003
7 한국전력공사 수요관리실, 대형건물 냉방부하 직접제어 실증연구, 2000. 10
8 에너지관리공단, 직접부하제어 사업 활성화를 위한 적정지원금 산정방안 연구, 2002. 1
9 대한전기학회 전력경제연구회, 양방향전력시장을 대비한 직접부하제어 Workshop, 2002. 5
10 에너지관리공단, 직접부하제어 사업 안내, 2003
11 G. S. Fiske, E. T. K. Law and D. Q. Seeto, 'The Economic Analysis of Load Management: The Case of Cycling Residential Air Conditioners', IEEE Trans. on Power Apparatus and Systems, Vol. PAS-100, No. 12, pp. 4725-4732, December 1981   DOI   ScienceOn
12 Sushil K. Nelson, Benjamin F.Hobbs, 'Screening Demand-Side Management Programs with a Value-Based Test', IEEE Trans. on Power Systems, Vol. 7, No. 3, pp. 1031-1043, August 1992   DOI   ScienceOn
13 Carifornia Public Utilities Commission, Califormia Energy Commission, Economic Analysis of Demand-Side Management Programs: Standard Proctice Manual, December 1987
14 박종배 외, '캘리포니아 테스트에 기초한 직접부하제어 프로그램의 적정 인센티브 산정', 한국에너지공학회지, 제11권 제4호, pp. 342-349, 2002   과학기술학회마을
15 R. Y. Rubinstein, Simulation and the Monte Carlo Method, Wiley, 1981
16 IEEE Committee Report, 'The IEEE Reliability Test System', IEEE Trans. on Power Apparatus and Systems, Vol. PAS-98, No. 6, pp. 2047-2054, Nov./Dec. 1979   DOI   ScienceOn
17 R. Billinton, W. Li, 'A Monte Carlo Method for Multi-Area Generation System Reliability', IEEE Trans. on Power Systems, Vol. 7, No. 4, pp. 1487-1492, November 1992   과학기술학회마을   DOI   ScienceOn
18 X. Wang, J. R. McDinald, Modern Power System Planning, McGraw-Hill Book Company, 1994