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      KCI등재 SCOPUS

      Cross-Entropy를 이용한 전력계통계획의 확률적 기법 연구

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      https://www.riss.kr/link?id=A82267865

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      다국어 초록 (Multilingual Abstract)

      Transmission planning is an important part of power system planning to meet an increasing demand for electricity. The objective of transmission expansion is to minimize operational and construction costs subject to system constraints. There is inherent uncertainty in transmission planning due to errors in forecasted demand and fuel costs. Therefore, transmission planning process is not reliable if the uncertainty is not taken into account. The paper presents a systematic method to find the optimal location and amount of transmission expansion using Cross-Entropy (CE) incorporating uncertainties about future power system conditions. Numerical results are presented to demonstrate the performance of the proposed method.
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      Transmission planning is an important part of power system planning to meet an increasing demand for electricity. The objective of transmission expansion is to minimize operational and construction costs subject to system constraints. There is inheren...

      Transmission planning is an important part of power system planning to meet an increasing demand for electricity. The objective of transmission expansion is to minimize operational and construction costs subject to system constraints. There is inherent uncertainty in transmission planning due to errors in forecasted demand and fuel costs. Therefore, transmission planning process is not reliable if the uncertainty is not taken into account. The paper presents a systematic method to find the optimal location and amount of transmission expansion using Cross-Entropy (CE) incorporating uncertainties about future power system conditions. Numerical results are presented to demonstrate the performance of the proposed method.

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      목차 (Table of Contents)

      • Abstract
      • 1. 서론
      • 2. 송전설비계획 문제의 정식화
      • 3. CE 기법을 이용한 송전설비계획
      • 4. 사례연구
      • Abstract
      • 1. 서론
      • 2. 송전설비계획 문제의 정식화
      • 3. CE 기법을 이용한 송전설비계획
      • 4. 사례연구
      • 5. 결론
      • 감사의 글
      • 참고문헌
      • 저자소개
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      참고문헌 (Reference)

      1 손민균, "위험도기반 최적송전확장계획" 2006

      2 최재석, "계통계획수위용 공급지장비의 추정방법 및 이의 응용에 관한연구" 53 : 285-295, 2004

      3 R.Romero, "Transmission System Expansion Planning by Simulated Annealing" 11 : 364-369, 1996

      4 E. L. Silva, "Transmission Network Expansion Planning under an Improved Genetic Algorithm" 15 : 1168-1175, 2000

      5 L. L. Gaver, "Transmission Network Estimation using Linear Programming" PAS-89 : 1970

      6 S. T. Y. Lee, "Transmission Expansion of Branch-and-bound Integer Programming with Optimal Cost-Capacity Curves" PAS-93 : 1390-1400, 1974

      7 N. Alguacil, "Transmission Expansion Planning: A Mixed integer LP Approach" 18 (18): 1070-1077, 2003

      8 R. Y. Rubinstein, "The cross-entropy method" Springer 2004

      9 D. Ernst, "The Cross-Entropy Method for Power System Combinatorial Optimization Problems" 1290-1295, 2007

      10 D. P. Kroese, "The Cross-Entropy Method for Continuous Multi-Extremal Optimization" 8 : 383-407, 2006

      1 손민균, "위험도기반 최적송전확장계획" 2006

      2 최재석, "계통계획수위용 공급지장비의 추정방법 및 이의 응용에 관한연구" 53 : 285-295, 2004

      3 R.Romero, "Transmission System Expansion Planning by Simulated Annealing" 11 : 364-369, 1996

      4 E. L. Silva, "Transmission Network Expansion Planning under an Improved Genetic Algorithm" 15 : 1168-1175, 2000

      5 L. L. Gaver, "Transmission Network Estimation using Linear Programming" PAS-89 : 1970

      6 S. T. Y. Lee, "Transmission Expansion of Branch-and-bound Integer Programming with Optimal Cost-Capacity Curves" PAS-93 : 1390-1400, 1974

      7 N. Alguacil, "Transmission Expansion Planning: A Mixed integer LP Approach" 18 (18): 1070-1077, 2003

      8 R. Y. Rubinstein, "The cross-entropy method" Springer 2004

      9 D. Ernst, "The Cross-Entropy Method for Power System Combinatorial Optimization Problems" 1290-1295, 2007

      10 D. P. Kroese, "The Cross-Entropy Method for Continuous Multi-Extremal Optimization" 8 : 383-407, 2006

      11 R. A. Gallego, "Tabu Search Algorithm for Network Synthesis" 15 : 490-495, 2000

      12 전 동 훈, "TRELSS를 이용한 우리나라 전력계통의 확률론적 신뢰도 평가에 관한 연구" 대한전기학회 55 (55): 453-462, 2006

      13 P. Brandimarte, "Numerical Methods in Finance and Economics" Wiley 2006

      14 T. M. Cover, "Element of Information Theory" Wiley Interscience 2005

      15 M. V. F. Pereira, "Application of Sensitivity Analysis of Load Supplying Capacity to Interactive Transmission Expansion Planning" PAS-104 : 381-389, 1985

      16 R. Romero, "A Hierachical Decomposition Approach for Transmission Network Expansion Planning" 9 : 373-380, 1994

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2010-10-01 평가 학술지 통합(등재유지)
      2007-01-01 평가 학술지 통합(기타) KCI등재
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