• 제목/요약/키워드: Power markets

검색결과 367건 처리시간 0.042초

Using Neural Networks to Forecast Price in Competitive Power Markets

  • Sedaghati, Alireza
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2005년도 ICCAS
    • /
    • pp.271-274
    • /
    • 2005
  • Under competitive power markets, various long-term and short-term contracts based on spot price are used by producers and consumers. So an accurate forecasting for spot price allow market participants to develop bidding strategies in order to maximize their benefit. Artificial Neural Network is a powerful method in forecasting problem. In this paper we used Radial Basis Function(RBF) network to forecast spot price. To learn ANN, in addition to price history, we used some other effective inputs such as load level, fuel price, generation and transmission facilities situation. Results indicate that this forecasting method is accurate and useful.

  • PDF

전력시장 공정경쟁을 위한 소비자정보 통합 모델 설계 및 유통에 관한 연구 (A Study on the Integrated Model Design and Circulation of the Customer Information for Electricity Market Competition)

  • 고종민;박상후;노재구;김영일;최승환
    • 전기학회논문지
    • /
    • 제60권9호
    • /
    • pp.1668-1673
    • /
    • 2011
  • Recent power industries are to be progressed as moving into horizontal markets and expanding of competitive systems through promoting SmartGrid. In these environments, the information on power consumers leads to establish a part of power markets through active and real-time participations instead of participating it as a passive manner presented by a vertical integration. Also, such information should be established as a way that effectively reflects changes and market behaviors occurred in power market participants. Therefore, in this study, a method that develops consumer information models, performs integrated managements, implements registration and distribution, and forms integrated management centers is presented to commonly use the consumer information according to the change in the environment of power industries.

전력수요 탄력성에 따른 각 용도별 부하의 전력수요 영향 (The Effects of the Electric Power Demand for Each Loads Based the Electric Power Demand Elasticity)

  • 김문영;백영식;송경빈
    • 대한전기학회논문지:전력기술부문A
    • /
    • 제50권12호
    • /
    • pp.568-574
    • /
    • 2001
  • The variations of real time electric power price in competitive electricity markets have influence on electric power demands of the consumers. The effects of the consumers for electric power price can be expressed the price elasticity coefficient of the power demand as a measurement. Residential, commercial, and industrial consumers with different characteristics cause the different price elasticity of the power demand due to changing the pattern of consumption. It is necessary that the effects of electric power demands as a function of elasticity coefficient for each loads should be analyzed in Korea which is processing deregulated electric market. Therefore, this paper calculate the elasticity coefficient of each loads and analysis the effects of electric power demands as a function of elasticity coefficient of inflexible and flexible consumers in competitive electricity market.

  • PDF

사무소 건물의 조광제어를 통한 수요관리자원 발굴 및 전력시장에서의 활용방안에 관한 연구 (A Demand-side Valuation and Application of Office lighting Dimming Control in Electricity Markets)

  • 김진호;김성철;박종배
    • 조명전기설비학회논문지
    • /
    • 제22권2호
    • /
    • pp.35-41
    • /
    • 2008
  • 본 논문에서는 새로운 수요관리 자원으로 대두되고 있는 조광제어의 잠재량과 가치평가, 활용방안을 제시하고자한다. 현재 전력IT기술이 발전하고 있으며, 이는 수요관리 분야에도 많은 기회를 제공하고 있다. 특히 조광제어는 실시간 요금이 변하는 전력시장에서 전력IT 기술을 통해 그 가치를 드러내고 있다. 또한 본 논문에서는 조광자원이 변화하고 있는 전력산업 환경에서, 효율향상뿐 아니라 부하관리 측면에서도 매우 효과적인 수요자원임을 검증코자한다.

발전기 보수정지를 고려한 확률적 발전모델링 (Modeling Generators Maintenance Outage Based on the Probabilistic Method)

  • 김진호;박종배;박종근
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 A
    • /
    • pp.804-806
    • /
    • 2005
  • In this paper, a new probabilistic generation modeling method which can address the characteristics of changed electricity industry is proposed. The major contribution of this paper can be captured in the development of a probabilistic generation modeling considering generator maintenance outage and in the classification of market demand into multiple demand clusters for the applications to electricity markets. Conventional forced outage rates of generators are conceptually combined with maintenance outage of generators and, consequently, effective outage rates of generators are new iy defined in order to properly address the probabilistic characteristic of generation in electricity markets. Then, original market demands are classified into several distinct demand clusters, which are defined by the effective outage rates of generators and by the inherent characteristic of the original demand. We have found that generators have different effective outage rates values at each classified demand cluster, depending on the market situation. From this, therefore, it can be seen that electricity markets can also be classified into several groups which show similar patterns and that the fundamental characteristics of power systems can be more efficiently analyzed in electricity markets perspectives, for this classification can be widely applicable to other technical problems in power systems such as generation scheduling, power flow analysis, price forecasts, and so on.

  • PDF

국내 태양광산업의 해외진출을 위한 시장 선택 요인에 대한 분석 (Development of International Market Selection Models for Solar Power System Industry of Korea)

  • 전진효;오근엽;유진만
    • 무역학회지
    • /
    • 제44권1호
    • /
    • pp.269-283
    • /
    • 2019
  • Due to environmental issues such as global warming, the importance of renewable energy is growing. Solar Power System is one of the most growing eco-friendly energy industries in the world, but Korea's solar energy industry faces fierce competition due to the trade regulations and changes in energy related laws in the major markets such as the U.S., EU and China. Therefore, Korea needs to diversify its export markets towards emerging markets. This paper analyzed 162 countries in the world and developed a model to measure how promising the countries are. GSMI(Grid connected Solar Market Index) and OSMI(Off-grid Solar Market Index) are invented based on the models. By using the developed model and the data of 162 countries over the 15-year period from 2000 to 2014, the foreign markets are ranked for searching the export market. According to the analysis, China, Japan, U.S, India and Taiwan ranked first to fifth in GSMI and OSMI ranking, which were followed by China, India, Bangladesh, Philippines and Afghanistan. The model developed through this research is expected to provide a more reasonable and scientific approach to the advancement of the Korean solar energy industry into overseas markets.

클러스터링 기법을 적용한 전력시스템 모델링에 관한 사례 조사 (An Survey on the Power System Modeling using a Clustering Algorithm)

  • 박영수;김진호
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 A
    • /
    • pp.410-411
    • /
    • 2006
  • This paper is focused on the survey on the power system modeling using a clustering algorithm. In electricity markets, clustering method is a efficient tool to model the power system. It can be seen that electricity markets can also be classified into several groups which show similar patterns and that the fundamental characteristics of power systems can be widely applicable to other technical problems in power system such as generation scheduling, power flow analysis, short-term load forecasting, and so on. There are several researches on the power system modeling using a clustering algorithm. We specially surveyed their own clustering methods to model the power system.

  • PDF

경쟁적 전력시장에서 Contingent Transmission Right을 이용한 지역적 시장지배력 완화방안 (A Study on the Mitigation pf Market Power using Contingent Transmission Rights in Competitive Electricity Markets)

  • 박중성;김경민;정구형;한석만;김발호
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2005년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.159-161
    • /
    • 2005
  • Transmission congestion is one of the key factors to local market power in competitive electricity markets. Financial transmission rights provide the financial protection to their holders by paying back the congestion cost. However, the market participants who have market power can exacerbate their market power. Due to the exacerbated market power, this paper analyzes the mitigation of local market power using Contingent transmission rights on the market price. Contingent transmission rights provide not only the financial protection but also regulative penalty. The proposed methodology was demonstrated with the Optimal Power Flow(OPF).

  • PDF

CBP 시장에서 OPF를 활용한 송전설비계획에 관한 연구 (A study on the transmission planning using OPF in CBP markets)

  • 한석만;김광모;정구형;김발호
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 A
    • /
    • pp.412-413
    • /
    • 2006
  • This paper proposed the transmission planning mechanism in competitive power markets. This mechanism used Optimal Power Flow(OPF) to calculate operation cost and Contingency Constrained OPF(CC-OPF) to consider N-1 contingency outage. In addition, this algorithm deduced a yearly transmission planning using Dynamic Programming(DP).

  • PDF

다기준 의사결정 모형을 이용한 전력수급계획 모형에 관한 연구 (A Study on the Power Expansion Planning Model using Multi-criteria Decision Making Rule)

  • 한석만;김발호
    • 전기학회논문지
    • /
    • 제58권3호
    • /
    • pp.462-466
    • /
    • 2009
  • The power expansion planning is large and capital intensive capacity planning. In the past, the expansion planning was established with the proper supply reliability in order to minimize social cost. However, the planning can't use cost minimizing objective function in the power markets with many market participants. This paper proposed the power expansion planning model using multi-criteria decision rule. This model used multi objective function considering not only cost minimizing but also GENCO's intension. This paper compared proposed model with WASP model in order to verify the result of proposed model.