簡易檢索 / 詳目顯示

研究生: 陳政宏
Cheng-Hung - Chen
論文名稱: 運用於機組排程之考量水頭效應的抽蓄機組模型
Head Dependence of Pumped-Storage-Unit Model Applied to Generation Scheduling
指導教授: 吳啟瑞
Chi-Jui Wu
口試委員: 陳南鳴
Nan-Ming Chen
許源浴
Yuan-Yi Hsu
張時中
Shi-Chung Chang
吳進忠
Chin-Chung Wu
盧展南
Chan-Nan Lu
連國龍
Kuo-Lung Lian
郭明哲
Ming-Tse Kuo
學位類別: 博士
Doctor
系所名稱: 電資學院 - 電機工程系
Department of Electrical Engineering
論文出版年: 2017
畢業學年度: 105
語文別: 中文
論文頁數: 79
中文關鍵詞: 排水流量發電排程水頭混合整數線性規劃抽蓄機組水庫
外文關鍵詞: Discharge, generation scheduling, head effect, mixed-integer linear programming, pumped storage unit, reservoir
相關次數: 點閱:377下載:1
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本研究探討抽蓄機組在發電與抽水時均能考量水頭現象的模型,可與發電排程結合,進行短期機組排程(通常為一天至一星期),並可進行抽蓄成本、抽蓄效率、及水價值的估算。由於抽蓄模型中實際考慮了整個水路系統,因此上、下蓄水池的相關河流情況都能一併在本模型中進行模擬。此外,本模型對於發電模式與抽水模式都考量了水頭的效應,因此除了可在發電排程中考量抽蓄機組外,亦提供更準確的水資源的模擬,可使短期發電排程更加務實。
    本模型是以混合整數線性規劃法的最佳化方式,採「分支與切割」的演算法求得近似最佳解。因架構上的優點,求解的過程中不用經歷傳統水、火力機組排程求解時複雜的交互疊代過程,而能以一次設定即實現水、火力機組共同排程的目的。
    最後,本模型以現實中的電力與水文系統進行測試及分析,並用本抽蓄機組模型於短期發電排程而得到的結果呈現包括機組效率、水文、及效益比較等運用成果。


    This dissertation presents a head-dependent model for pumped storage units (PSUs) in a power system for short term generation scheduling over one week. A hydraulic system with upper and lower reservoirs each having their own in and out river flows is considered. Hydraulic conditions as well as head effects are explicitly modeled for both generation and pumping modes of the PSUs. The problem has a mixed-integer linear structure and is solved by Branch-and-Cut method to obtain a near-optimal solution. That takes advantage to solve a scheduling problem directly and to avoid the complicated iterations of a
    hydrothermal coordination program. Test results of hourly generation schedule including comparisons of pump efficiencies, hydraulic conditions, and operating costs of the PSUs for a real power system are presented.

    摘要 ABSTRACT 誌謝 目錄 圖目錄 表目錄 第一章 緒論 1.1 研究背景與動機 1.2 文獻回顧 1.3 研究內容 1.4 章節敘述 第二章 抽蓄機組 2.1 前言 2.2 名詞說明 2.3 抽蓄電廠運作介紹 2.3.1 抽蓄機組的發電特性 2.3.2 抽蓄機組的抽水特性 2.4 小結 第三章 考量水頭現象的抽蓄機組模型 3.1 前言 3.2 混合整數線性規劃 3.2.1 混合整數線性規劃介紹 3.2.2 混合整數線性規劃架構 3.3 參變數命名 3.3.1 集合(Set) 3.3.2 參數(Parameters) 3.3.3 變數(Variables) 3.3.4 二元變數(Binary Variables) 3.4 考量水頭效應的抽蓄機組數學模型 3.4.1 水頭指標及由特性曲線建立之參數 3.4.2 目標方程式與電力平衡式 3.4.3 抽蓄機組發電及抽水模式的限制條件 3.4.4 抽蓄機組排水流量限制條件 3.4.5 抽蓄機組水文系統限制條件 3.5 小結 第四章 運用抽蓄機組模型於短期機組排程結果 4.1 前言 4.2 抽蓄機組特性參數建立範例 4.3 應用具水頭效應抽蓄機組模型之模擬結果 4.3.1 模擬系統概述 4.3.2 發電排程模擬結果 4.3.3 排程模擬之數值結果 4.3.4 排程模擬之水文結果 4.4 應用不具水頭效應抽蓄機組模型之模擬水文結果 4.5 小結 第五章 結論與未來研究方向 5.1 研究成果 5.2 未來研究方向 參考文獻

    [1]Y. Tingfang, T. O. Ting, " Methodological priority list for unit commitment problem," in Proc. Internal Conference on Computer Science and Software Engineering, vol. 01, pp. 176-179, 2008.
    [2]S. U. Tani, C. H. P. Raju, “A solution to unit commitment problem via dynamic programming and particle swarm optimi- zation,”International Journal of Current engineering and Technology, vol. 13, no. 4, pp. 1495-1503, Oct., 2013.
    [3]Energy Storage Association (ESA). Pumped-storage hydroelectricity [online]. Available: http://my.chemeng.queensu.ca/courses/ CHEE221/files/Pumped-storagehydroelectricity.pdf.
    [4]F. J. Heredia and N. Nabona, “Optimum short-term hydrothermal scheduling with spinning reserve through network flows," IEEE Transactions on Power Systems, Vol.10, No. 3, pp. 1642-1651, Aug., 1995.
    [5]S.J. Wang, S.M. Shahidehpour, D.S. Kirschen, S. Mokhtari, and G.D.Irisarri, “Short-term generation scheduling with transmission and environmental constraints using an augmented lagrangian relaxation, " IEEE Transactions on Power Systems, Vol. 10, No. 3, pp. 1294-1301, Aug., 1995.
    [6]X. Guan, P. B. Luh, H. Yan, and P. Rogan, “Optimization-based scheduling of hydrothermal power systems with pumped-storage units, “IEEE Trans. Power Syst., vol. 9, no. 2, pp. 1023-1031, May, 1994.
    [7]J. Alemany, D. Moitre, H. Pinto, and F. Magnago, “Short-term scheduling of combined cycle units using mixed integer linear programming solution," Energy and Power Engineering, Vol. 5, No. 2, pp. 161-170, Mar., 2013.
    [8]S. Albert, “Solving mixed integer linear programs using branch and cut Algorithm,” Masters dissertation, Department of Mathematics, North Carolina State Univ., USA, 2006.
    [9]N. Padhy, “Unit commitment—a bibliographical surve,” IEEE Trans. Power Syst., vol. 19, no. 2, pp. 1196-1205, May, 2004.
    [10]M. Tahanan, W. van Ackooij, A. Frangioni and F. Lacalandra. “Large-scale unit commitment under uncertainty,”4OR - A Quarterly Journal of Operations Research, vol. 13, pp.115–171, Jan., 2015.
    [11]R. Taktak and C. D’Ambrosio. “An overview on mathematical programming approaches for the deterministic unit commitment problem in hydro valleys,”Energy Syst., vol. 7, pp. 1-23, Dec., 2015.
    [12]E. C. Finardi, F. Y. K. Takigawa, B. H. Brito. “Assessing solution quality and computational performance in the hydro unit commitment problem considering different mathematical programming approaches,”Electric Power Systems Research, vol. 136, p. 212-222, July, 2016.
    [13]M. Piekutowki, T. Litwinowcz, and R. Frowd, “Optimal short-term scheduling for a large-scale cascaded hydro system,” IEEE Trans. Power Syst., vol. 9, no. 2, pp. 805-811, May, 1994.
    [14]N. Sinha, R. Chakrabarti, and P. Chattopadhyay, “Fast evolutionary programming techniques for short-term hydrothermal scheduling,” IEEE Trans. Power Syst., vol. 18, no. 1, pp. 214-220, Feb., 2003.
    [15]G. W. Chang and J. G. Waight, “A mixed integer linear program- ming based hydro unit commitment,”in Proc. Power Eng. Soc. Summer Meeting, vol. 2, pp. 924-928, Jul. 18–22, 1999.
    [16]G. Chang, M. Aganagic, J.Waight, J. Medina, T. Burton, S. Reeves, and M. Christoforidis, “Experiences with mixed integer linear programming based approaches on short-term hydro scheduling,” IEEE Trans. Power Syst., vol. 16, no. 4, pp. 743-749, Nov., 2001.
    [17]J. Catalão, S. Mariano, V. Mendes, and L. Ferreira, “Parameterisation effect on the behaviour of a head-dependent hydro chain using a nonlinear model,”Elect. Power Syst. Res., vol. 76, pp. 404-412, 2006.
    [18]J. P. S. Catalão, H. M. I. Pousinho, and V.M.F. Mendes, “Sche- duling of head-dependent cascaded hydro systems: Mixed-integer quadratic programming approach,”Energy Conversion and Mana- gement, vol. 51, pp. 524-530, Mar., 2010.
    [19]J. García-González and G. Castro, “Short-term hydro scheduling with cascaded and head-dependent reservoirs based on mixed-integer linear programming,”in IEEE Porto Power Tech, page 6, vol. 3, Sep. 10–13, 2001.
    [20]X. Li, T. Li, J. Wei, G. Wang, W.G. Yeh, "Hydro unit commitment via mixed integer linear programming: a case study of the three gorges project," IEEE Trans. Power Syst., pp. 1232-1241, 2014.
    [21]J.I. Pérez-Díaz, M. Chazarra, J. García-González, and G. Cavazzini, "Trends and challenges in the operation of pumped-storage hydropower plants," Renewable and Sustainable Energy Reviews, vol.44, pp. 0767-0784, Jan., 2015.
    [22]A. J. Wood and B. F. Wollenberg, Power Generation Operation and Contro, 2nd ed., New York: Wiley, 1996.
    [23]A. Borghetti, C. D’ Ambrosio, A. Lodi, and S. Martello, “An milp approach for short-term hydro scheduling and unit commitment with head-dependent reservoir,”IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1115-1124, Aug., 2008.
    [24]台灣電力公司,「明潭抽蓄工程竣工試驗記錄」,1996
    [25]台灣電力公司,「明潭抽蓄水力發電工程竣工報告」,1994.
    [26]台灣電力公司,「明湖抽蓄水力發電工程效率試驗報告」,1985.
    [27]胡宗豪,吳進忠,蔡金助,黃維綱,徐琨瑋,「臺灣電力系統日前市場最佳化程式開發」,台電工程月刊,頁104-115,12月,2014.
    [28]Gams Development Corporation. GAMS language guide. [Online]. Available: http://www.gams.com/help/topic/gams.doc/userguides/ GAMSUsersGuide.pdf
    [29]Fair Isaac Corporation (2009). MIP formulations and linearizations quick reference. [Online]. Available: http://www.fico.com/en/node/ 8140?file=5125
    [30]Manning, Francis S., Thompson, Richard E., Oilfield processing of petroleum, Vol. 1, PennWell Books, 1991.
    [31]G. O. Brown. The History of the Darcy–Weisbach Equation for Pipe Flow Resistance. [Online]. Available: http://depa.fquim.unam.mx/ ipm/introd_ing_metymat/mat_apoyo/bernoulli/HistoryoftheDarcyWeisbachEq.pdf
    [32]S. Rebennack, G. Reinelt, P. M. Pardalos, “A tutorial on branch and cut algorithms for the maximum stable set problem,”Intl. Trans. in Op. Res., pp. 161-199, vol. 19, Mar., 2012.
    [33]A. Schrijver, Theory of linear and integer programming, John Wiley and Sons, 1998.
    [34]Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein, Introduction to Algorithms, 2nd ed., MIT Press and McGraw-Hill, 2001.
    [35]Michael R. Garey, David S. Johnson, Computers, Intractability; A Guide to the Theory of NP-Completeness, New York: W.H. Freeman, 1990.
    [36]台灣電力公司資訊揭露網頁,http://www.taipower.com.tw/content/ new_info/new_info_in.aspx?LinkID=25
    [37]台灣電力公司資訊揭露網頁,http://www.taipower.com.tw/content /new_info/new_info_in.aspx?LinkID=27
    [38]N. Lu, J. Chow, and A. Desrochers, “Pumped-storage hydro-turbine bidding strategies in a competitive electricity market,”IEEE Trans. Power Syst., vol. 19, no. 2, pp. 834-841, May, 2004.
    [39]工研院(2015年1月). 能源報導-能源新知 [Online]. Available: http://energymonthly.tier.org.tw/outdatecontent.asp?ReportIssue=201501&Page=8

    無法下載圖示 全文公開日期 2020/01/12 (校內網路)
    全文公開日期 本全文未授權公開 (校外網路)
    全文公開日期 本全文未授權公開 (國家圖書館:臺灣博碩士論文系統)
    QR CODE