• 제목/요약/키워드: loss of load probability (LOLP)

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A Critique of Designing Resource Adequacy Markets to Meet Loss of Load Probability Criterion

  • Yoon, Yong T.;Felder, Frank A.
    • KIEE International Transactions on Power Engineering
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    • 제3A권1호
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    • pp.35-41
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    • 2003
  • To ensure resource adequacy in restructured electricity markets, policymakers have adopted installed capacity (ICAP) markets in some regions of the United States. These markets ensure that adequate generation exists to satisfy regional Loss of Load Probability(LOLP) criterion. Since the incentives created through ICAP mechanisms directly impact new generation and transmission investment decisions we examine one important factor that links ICAP markets with LOLP calculations;, determining the amount of ICAP credit assigned to particular generation units. First, we review and critique the literature on electric power systems' market failure resulting from demand exceeding supply. We then summarize the method of computing (the LOLP) as a means of assessing reliability and relate this method to ICAP markets. We find that only the expected value of available generation is used In current ICAP markets while ignoring the second and higher order moments, which tends to mis-state the ICAP value of a specific resource. We then consider a proposal whose purpose is to avoid this ICAP assignment issue by switching from ICAP obligations to options. We find that such a proposal may fail to not provide the benefits claimed and suffers from several practical difficulties. Finally, we conclude with some policy recommendations and areas for future research.

Incorporating Resource Dynamics to Determine Generation Adequacy Levels in Restructured Bulk Power Systems

  • Felder, Frank A.
    • KIEE International Transactions on Power Engineering
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    • 제4A권2호
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    • pp.100-105
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    • 2004
  • Installed capacity markets in the northeast of the United States ensure that adequate generation exists to satisfy regional loss of load probability (LOLP) criterion. LOLP studies are conducted to determine the amount of capacity that is needed, but they do not consider several factors that substantially affect the calculated distribution of available capacity. These studies do not account for the fact that generation availability increases during periods of high demand and therefore prices, common-cause failures that result in multiple generation units being unavailable at the same time, and the negative correlation between load and available capacity due to temperature and humidity. A categorization of incidents in an existing bulk power reliability database is proposed to analyze the existence and frequency of independent failures and those associated with resource dynamics. Findings are augmented with other empirical findings. Monte Carlo methods are proposed to model these resource dynamics. Using the IEEE Reliability Test System as a single-bus case study, the LOLP results change substantially when these factors are considered. Better data collection is necessary to support the more comprehensive modeling of resource adequacy that is proposed. In addition, a parallel processing method is used to offset the increase in computational times required to model these dynamics.

부하변동특성을 고려한 국내계통의 LOLP와 적정예비율과의 관계 분석 (A case study of relationship between LOLP and reasonable RM In the long term planning using WASP)

  • 정영범;윤용범;이영일
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 추계학술대회 논문집 전력기술부문
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    • pp.264-265
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    • 2006
  • 국내계통의 적정설비예비율은 현재까지 정부에서 제시하고 있는 일정 LOLP(Loss of Load Probability)기준 0.5(일/년)을 역으로 환산하여 결정되어진다. 그런데 현재의 LOLP의 산출은 시간별 부하변동특성을 반영하지 못하고 있다. 본 논문에서는 국내 장기전원계획시 사용하고 있는 최적전산모형(WASP)의 이러한 단점을 최대한 극복할 수 있도록 분기를 조절하고 기존의 방법과는 다른 O&M cost 분류를 적용하석 각각의 결과에 따른 분석과 이러한 특성을 반영했을 경우 년도 별로 환산된 일정 신뢰도 기준하의 필요 설비예비율의 사례를 분석하였다.

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간략화 모의 기법을 이용한 대전력 계통 신뢰도 계산 (The Evaluation of Reliability in a Composite Power System using Simplified Simulation Techniques)

  • 김동희;김진오
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 추계학술대회 논문집 학회본부
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    • pp.221-223
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    • 1997
  • This paper presents the Simplified Simulation Technique that evaluates the adequacy of an electric power system using only a portion of the outage period instead of each hour. Reliability evaluation may be performed at various hierarchical levels, generation, transmission and distribution system. The Simplified Simulation Technique simplifies the adequacy evaluation process reducing the number of calculations considerably. Therefore the computation time can be significantly reduced. This paper is done to compare the results of the simulation model with the Simplified Simulation Technique against the results of the simulation model without the Simplified Simulation Technique. The reliability indices such as the Loss of Load Probability(LOLP), the loss of load frequency(LOLF), the average duration of load curtailment(DLC) and the average demand of load curtailment(ADLC) are calculated. The proposed methods and procedures are tested by using the IEEE-RTS with 24-bus system.

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공급신뢰도 개선을 위한 발전기 보수계획 (Generator's Maintenance Scheduling to Improve Supply Reliability)

  • 차준민
    • 에너지공학
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    • 제7권1호
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    • pp.89-95
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    • 1998
  • 발전기의 보수계획은 전력계통의 공급신뢰도를 평가하는데 중요한 영향을 미치는 변수이다. 발전기는 반드시 검사와 보수를 해야 하기 때문에, 운전계획을 세울 때 한해의 발전기 정지계획을 고려하여 정해야 한다. 이러한 보수계획을 수립할 대에는 계절적 부하수요특징, 보수용량, 발전기 용량, 지난번 보수로부터의 경과시간 등의 여러 가지 요인들을 고려해야 한다. 본 논문에서는 발전기 보수계획 프로그램중 실용적인 방법으로 알려져 있는 LOLP(Loss of Load Probability) 평활화법을 이용하여 각 연도별 공급신뢰도를 최대로 하여 고려대상 기간 전체의 공급신뢰도를 향상시키는 보수계획 수립 알고리즘을 제안한다. 즉, 전력계통의 더 좋은 신뢰도를 얻기 위하여 전체 기간에 대한 신뢰도가 평활화되도록 보수시기를 변경하였다. 제안한 알고리즘을 실계통에 적용하여 그 유용성을 검증하였다.

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한국 전력 시스템의 적정 설비 예비율에 대한 연구 : 프로젝트 리뷰 (The Investigation of the Adequate Reserve Margin in the Korean Power System : A Project Review)

  • 노준우;김문겸;오창석;천이경;박종근
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 추계학술대회 논문집 전력기술부문
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    • pp.348-350
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    • 2008
  • 본 논문의 목표는 한국 전력에서 의뢰한 용량 과제를 리뷰하기 위한 것이다. 한국 전력은 현재 책정된 용량 가격(CP)을 최적화하려고 한다. 이러한 과정에서 한국 전력과 발전사들 간에 논란이 있었다. 우리 연구팀은 중립적인 입장에서 한국 계통의 안정성에 초점을 맞추어 연구를 진행하였다. 본 리뷰에서 다룬 내용은 한국 계통의 적정 설비 예비율을 구하기 위해, Loss of Load Probability-이하 LOLP를 산출하는 과정을 시뮬레이션을 통해 보여주는 것이다. 더 정확한 결과를 산출하기 위해 2007년 실제부하 및 설비 용량 자료가 사용되었다. 또한 본 연구에서 진행된 여러 가지 과제 수행 단계 중, 본 논문은 2번째 단계인 적정 설비 예비율을 12${\sim}$15%로 하향시킬 가능성을 찾는 연구를 설명한다. 한국 전력 계통의 안정성 모델을 만들고, 그 모델을 사용하여 기존 LOLP에 맞는 적정 설비 예비율을 찾는다.

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수요예측에 오차를 고려한 신뢰도 지수 산정에 관한 연구 (A STUDY ON THE GENERATING SYSTEM RELIABILITY INDEX EVALUATION WITH CONSIDERING THE LOAD FORECASTING UNCERTAINTY)

  • 송길영;김용하;차준;오광해
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1991년도 하계학술대회 논문집
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    • pp.402-405
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    • 1991
  • This paper represents a new method for computing reliability indices by using Large Deviation method which is one of the probabilistic production cost simulations. The reliability measures are based on the models used for the loads and for the generating unit failure states. In computing these measures it has been tacitly assumed that the values of all parameters in the models are precisely known. In fact, however, some of these values must often be chosen with a considerable degree of uncertainty involved. This is particularly true for the forecast peak loads in the load model, where there is an inherent uncertainty in the method of forecasting, which are frequently based on insufficient statistics. In this paper, the effect of load forecasting uncertainty on the LOLP(Loss of Load Probability), is investigated. By applying the Large Deviation method to the IEEE Rilability Test System, it is verified that the proposed method is generally very accurate and very fast for computing system reliability indices.

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Fast Hartley Transform을 이용한 확률론적 발전 시뮬레이션에 관한 연구 (A Study on the Probabilistic Generating Simulation by Fast Hartley Transform)

  • 송길영;김용하;최재석
    • 대한전기학회논문지
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    • 제39권4호
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    • pp.341-348
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    • 1990
  • This paper describes an algorithm for evaluating the Loss of Load Probability (LOLP) and calculating the production cost for all the generators in the system using Fast Hartley Transform (FHT). It also suggests the deconvolution procedure which is necessary for the generation expansion planning. The FHT is as fast as or faster than the Fast Fourier Transform (FFT) and serves for all the uses such as spectral, digital processing, and convolution to which the FFT is normally applied. The transformed function using FFT has complex numbers. However, the transformed function using FHT has real numbers and the convolution become quite simple. This method has been applied for the IEEE reliability test system and practical size model system. The test results show the effectiveness of the proposed method.

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회피비용을 고려한 EGEAS 모형 개발과 전원개발계획의 최적화 (A Modified EGEAS Model with Avoided Cost and the Optimization of Generation Expansion Plan)

  • 이재관;홍성의
    • 경영과학
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    • 제17권1호
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    • pp.117-134
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    • 2000
  • Pubilc utility industries including the electric utility industry are facing a new stream of privatization com-petition with the private sector and deregulation. The necewssity to solve now and in the future power supply and demand problems has been increasing through the sophisticated generation expansion plan(GEP) approach con-sidering not only KEPCo's supply-side resources but also outside resources such as non-utility generation(NUG) demand-side management (DSM). Under the environmental situation in the current electric utility industry a new approach is needed to acquire multiple resources competitively. This study presents the development of a modified electric generation expansion analysis system(EGEAS) model with avoided cost based on the existing EGEAS model which is a dynamic program to develope an optimal generation expansion plan for the electric utility. We are trying to find optimal GEP in Korea's case using our modified model and observe the difference for the level of reliabilities such as the reserve margin(RM) loss of load probability(LOLP) and expected unserved energy percent(EUEP) between the existing EGEAS model and our model. In addition we are trying to calculate avoided cost for NUG resources which is a criterion to evaluate herem and test possibility of connection calculation of avoided cost with GEP implementation using our modified model. The results of our case study are as follows. First we were able to find that the generation expansion plan and reliability measures were largely influenced by capacity size and loading status of NUG resources, Second we were able to find that avoided cost which are criteria to evaluate NUG resources could be calculated by using our modified EGEAS model with avoided cost. We also note that avoided costs were calculated by our model in connection with generation expansion plans.

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회피비용을 고려한 EGEAS 모형 개발과 전원개발계획의 최적화 (A Modified EGEAS Model with Avoided Cost and the Optimization of Generation Expansion Plan)

  • 이재관;홍성의
    • 한국경영과학회지
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    • 제17권1호
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    • pp.117-117
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    • 1992
  • Pubilc utility industries including the electric utility industry are facing a new stream of privatization com-petition with the private sector and deregulation. The necewssity to solve now and in the future power supply and demand problems has been increasing through the sophisticated generation expansion plan(GEP) approach con-sidering not only KEPCo's supply-side resources but also outside resources such as non-utility generation(NUG) demand-side management (DSM). Under the environmental situation in the current electric utility industry a new approach is needed to acquire multiple resources competitively. This study presents the development of a modified electric generation expansion analysis system(EGEAS) model with avoided cost based on the existing EGEAS model which is a dynamic program to develope an optimal generation expansion plan for the electric utility. We are trying to find optimal GEP in Korea's case using our modified model and observe the difference for the level of reliabilities such as the reserve margin(RM) loss of load probability(LOLP) and expected unserved energy percent(EUEP) between the existing EGEAS model and our model. In addition we are trying to calculate avoided cost for NUG resources which is a criterion to evaluate herem and test possibility of connection calculation of avoided cost with GEP implementation using our modified model. The results of our case study are as follows. First we were able to find that the generation expansion plan and reliability measures were largely influenced by capacity size and loading status of NUG resources, Second we were able to find that avoided cost which are criteria to evaluate NUG resources could be calculated by using our modified EGEAS model with avoided cost. We also note that avoided costs were calculated by our model in connection with generation expansion plans.