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Regional Electricity Planning Using Open Source-Based Optimization Model

오픈 소스 최적화모형을 이용한 지역단위 전력계획

Chung, Yong Joo
정용주

  • Received : 2019.01.31
  • Accepted : 2019.02.14
  • Published : 2019.03.31

Abstract

Purpose The purpose of this study is to design a regional electricity planning model rather than the existing single region ones and verify its usefulness. The regional electricity planning model is to determine both electricity distribution among regions and power plant planning at the same time satisfying regional demands and distribution networks. Design/methodology/approach This study made a regional electricity planning model by integrating power plant planning and electricity distribution among regions. The regional electricity planning model is formulated into a linear programming problem, and coded and run using the OSeMOSYS, one of open source energy systems. Findings According to the empirical analysis result, this study confirmed that the regional electricity planning model proposed in this study deducts the unfairness among regions in view of electricity and green house gas. In addition, the model is expected to be used in evaluating and developing the national policies concerning fine dust and/or green house gas.

Keywords

Green House Gas;Optimization Model;OSeMOSYS;Regional Electricity Planning;Energy System;Electricity Distribution Network

References

  1. 이상림, 이지웅, 김양수, "7차 전력수급 기본계획하에서 배출권거래제가 전력시장에 미치는 영향", 에너지경제연구원, 2015
  2. 현대경제연구원, "국내 전력수급의 구조적 문제점 및 개선방안", 2013
  3. 한국원자력학회, "보도자료: 탈원전.탈석탄 확대 정책과 적정 전력 설비 예비율", 2017
  4. 조영혁, 백승엽, 최원용, 정대율, "분산 재생에너지의 효율적 활용을 위한 가상발전소(VPP) 플랫폼 개발에 관한 연구", 정보시스템연구, 27권 2호, 2018, pp. 95-114
  5. 에너지경제연구원. "신정부 전원구성안 영향 분석", 2017
  6. 한국에너지기술연구원, "에너지기술 정책분석 및 기술기획 연구", 2013
  7. 이종화, 이현규, "오픈소스 소프트웨어를 활용한 자연어 처리 패키지 제작에 관한 연구", 정보시스템연구, 25권, 4호, 2016, pp. 121-139
  8. 노동석, 조성진, 박찬국, 김종인, 남재현, "원자력발전의 경제적.사회적 비용을 고려한 적정 전원믹스 연구", 에너지경제연구원, 2013
  9. 최봉석, 박찬국, 조성진, 노동석, 윤태연, 권오상, 허혜진, 이홍림, "원자력발전의 경제적.사회적 비용을 고려한 적정 전원 믹스 연구: 전원별 외부 비용 추정", 에너지경제연구원, 2014
  10. 조성진, 박찬국, 노동석, 최봉석, 김양수, 박호정, 김윤경, "원자력발전의 경제적.사회적 비용을 고려한 적정 전원믹스 연구: 적정 전원믹스 연구", 에너지경제연구원, 2015
  11. 전력거래소, "전력통계정보시스템 (http://epsis.kpx.or.kr)"
  12. 산업통상자원부, "제4차 신재생 에너지기본계획", 2014
  13. 산업통상자원부, "제7차 전력수급기본계획", 2015
  14. 임병인, 김명규, 강만옥, 고재경, "지역 간 전력수급 불균형에 따른 상생방안 연구", 경기연구원 정책연구, 2016, pp. 1-114
  15. 이유수, 정용훈, 김영산, "포트폴리오 이론을 활용한 전원믹스 계획의 분석", 에너지경제연구원, 2012
  16. 민대기, 류종현, 최동구, "탈원전․탈석탄․신재생 에너지 확대 정책에 따른 신규 전원구성의 수급 안정성 평가", 에너지경제연구, 17권, 제1호, 2017, pp. 1-36
  17. 이창훈, 이미숙, 조공장, 조연경, 김지은, 이수철, 김종환, "화석연료 대체에너지원의 환경․경제성 평가 I - 원자력을 중심으로", 한국환경정책평가연구원 기후환경정책연구, 2013
  18. 한국원자력연구원, "MESSAGE 모형을 이용한 부문별 온실가스 감축잠재량 분석", 2011
  19. Peterson, E.R., "A Dynamic Programming Model for the Expansion of Electric Power Systems", Management Science, Vol. 20, 1973, pp. 656-664 https://doi.org/10.1287/mnsc.20.4.656
  20. MARKAL/TIMES, "A Model to Support Greenhouse Gas Reduction Policies, Part 1", Sustainable production and Consumption Patterns, 2007
  21. Pisciella, P., Vespucci, M.T., Bertocchi, M.. and Zigrino, S., "A Time Consistent Risk Averse Three-stage Stochastic Mixed Integer Optimization Model for Power Generation Capacity Expansion", Energy Economics, Vol. 53, 2016, pp. 203-211 https://doi.org/10.1016/j.eneco.2014.07.016
  22. Choi, D.G. and Thomas, V.M.. "An Electricity Generation Planning Model Incorporating Demand Response", Energy Policy, Vol. 41, 2012, pp. 429-441
  23. Eshraghi, H., Ahadi, M.S., 2016. "An Initiative Towards an Energy and Environment Scheme for Iran: Introducing RAISE (Richest Alternatives for Implementation to Supply Energy) Model", Energy Policy, Vol. 89, 2016, pp. 36-51. https://doi.org/10.1016/j.enpol.2015.10.023
  24. Loulou, R., Remme, U., Kanudia, A., Lehtila, A., Goldstein, G., "Documentation of the TIMES Model", www.etsap.org, 2005
  25. K.Rajesh, K.Karthikeyan, S.Kannan and M.Karuppasamypandian, "Generation Capacity Expansion Planning with Solar Power Plant Incorporating Emission", VFSTR Journal of STEM, Vol. 1, 2015, pp. 2455-2062
  26. Welsch, M., Deane, J.P., Howells, M., O Gallachoir, B.P., Rogan, F., Bazilian, M., Rogner, H.-H., "Incorporating Flexibility Requirements into Long-term Energy System Models - A Case Study on High Levels of Renewable Electricity Penetration in Ireland", Appl. Energy, Vol. 135, 2014, pp. 600-615. https://doi.org/10.1016/j.apenergy.2014.08.072
  27. Aghaei, J., Akbari, M.A., Roosta, A., Gitizadeh, M. and Niknam, T., "Integrated Renewable-Conventional Generation Expansion Planning Using Multiobjective Framework", IET Generation Transmission & Distribution, Vol. 6, 2012, pp. 773-784 https://doi.org/10.1049/iet-gtd.2011.0816
  28. Rogan, F., Cahill, C.J., Daly, H.E., Dineen, D., Deane, J.P., Heaps, C., Welsch, M., Mark Howells, M., Bazilian, M., O Gallachoir, B.P., 2014, "LEAPs and Bounds-an Energy Demand and Constraint Optimised Model of the Irish Energy System". Energy Effic., Vol. 7, 2014, pp. 441-466. https://doi.org/10.1007/s12053-013-9231-9
  29. Jin, S., Ryan, S.M., Watson, J.P. and Woodru, D.L., "Modeling and Solving a Large-scale Generation Expansion Planning Problem under Uncertainty", Energy Systems, Vol. 2, 2011, pp. 209-242 https://doi.org/10.1007/s12667-011-0042-9
  30. Welsch, M., Howells, M., Bazilian, M., DeCarolis, J.F., Hermann, S., Rogner, H.H., "Modeling elements of Smart Grids-Enhancing the OSeMOSYS (Open Source Energy Modeling Systems) code", Energy, Vol. 46, 2012, pp. 337-350. https://doi.org/10.1016/j.energy.2012.08.017
  31. Kim, Y.-C., and Ahn, B.-H., "Multicriteria Generation-Expansion Planning with Global Environmental Considerations" IEEE Transactions on Engineering Management, Vol. 40, 1993, pp. 154-161
  32. Hu, Z. and Jewell, W.T., "Optimal Generation Expansion Planning with Integration of Variable Renewable and Bulk Energy Storage Systems" Proceedings of IEEE Conference on Technologies for Sustainability, 2013, pp. 1-8
  33. Adiprasetya, R., Hasibi, A., Hadi, S.P., Widiastuti, A.N., "Optimizing Geothermal Energy and Hydro Power in Capacity Expansion at the Electrical System of Java-Madura-Bali". Int. J. Eng. Comput. Sci., Vol. 13, 2013, pp. 1-8
  34. Howells, M., Rogner, H., Strachan, N., Heaps, C., Huntington, H., Kypreos, S., Hughes, A.,Silveira, S., DeCarolis, J.F., Bazillian, M., Roehrl, A., "OSeMOSYS: the Open Source Energy Modeling Systems - An Introduction to its Ethos, Structure, and Development", Energy Policy, 2011, pp. 5850-5870.
  35. Choi, D.G., Park, S.Y., and Hong, J.C., "Quantitatively Exploring the Future of Renewable Portfolio Standard in the Korean Electricity Sector via a Bottom-up Energy Model", Renewable and Sustainable Energy Reviews, Vol. 50, 2015, pp. 793-803 https://doi.org/10.1016/j.rser.2015.05.048
  36. Walter Short, et al., "Regional Energy Deployment System(ReEDS)", National Renewable Energy Laboratory, 2011
  37. Pinto de Moura, G.N., Legey, L.F.L., Balderrama, G.P., Howells, M., "South America Power Integration, Bolivian Electricity Export Potential and Bargaining Power: An OSeMOSYS SAMBA approach", Energy Strategy Rev., Vol. 17, 2017, pp. 27-36. https://doi.org/10.1016/j.esr.2017.06.002
  38. Messner, S., and Strubegger, M., "User's Guide for MESSAGE III", International Institute for Applied Systems Analysis, 1995, Laxenburg, Austria.
  39. http://www.gams.com
  40. https://www.ibm.com/kr-ko/products/ilog-cplex-optimization-studio
  41. http://www.osemosys.org/publications1.html

Acknowledgement

Supported by : 부산외국어대학교