簡易檢索 / 詳目顯示

研究生: 詹家彰
Jia-Zhang Zhan
論文名稱: 儲能最佳化運轉排程於離網型系統之研究
Research on Energy Storage Optimization Operation Schedule in Off-grid System
指導教授: 張建國
Chien-Kuo Chang
郭政謙
Cheng-Chien Kuo
口試委員: 張宏展
Hong-Chan Chang
陳鴻誠
Hung-Cheng Chen
楊念哲
Nien-Che Yang
學位類別: 碩士
Master
系所名稱: 電資學院 - 電機工程系
Department of Electrical Engineering
論文出版年: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 72
中文關鍵詞: 儲能系統最佳化機組排程
外文關鍵詞: energy storage system, optimization, unit commitment
相關次數: 點閱:210下載:2
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
  • 再生能源與儲能系統的供電成本已經下降到能夠與傳統發電機組競爭,而島嶼系統因為機組容量較小,發電成本比一般電力系統高很多,因此在島嶼系統使用再生能源取代傳統機組供電擁有非常高的經濟性,但是在技術層面上,因為再生能源的不可控制與間歇性,導致加入再生能源後電力系統的穩定性會受到影響,因此需要一個考慮再生能源與儲能系統影響的發電調度系統,維持電力系統穩定性。
    本研究選定之目標島嶼離峰負載約20MW,尖峰負載約60MW,PV裝置容量 10MW,儲能系統1.8MW/10.8MWh,與10台約8MW的重油柴油發電機,4台約4MW的輕油柴油發電機,並使用混合整數線性規劃計算機組24小時最小營運成本排程,並且利用儲能系統投入儲備容量,讓儲能系統同時執行儲備容量與削峰填谷兩種電網輔助服務,結果顯示,因為儲能系統優越的靈活性,使用儲能系統投入儲備容量,可以減少高成本機組的開機時間,降低系統營運成本,而削峰填谷功能則因目標島嶼不論尖峰離峰,都採用重柴油機組供電,發電邊際成本差異小,效果不明顯。


    The cost of power supply for renewable energy and energy storage systems has dropped to compete with traditional generator sets, and island systems have a much smaller capacity and the cost of generating electricity is much higher than the general power system. Therefore,the use of renewable energy in island systems to replace traditional power generation units has High economic efficiency,but on the technical level,because of the uncontrollable and intermittent nature of renewable energy, the stability of the power system will be affected after the addition of renewable energy. Therefore,it needs a power generation scheduling system that considers the impact of renewable energy and energy storage systems to maintain power system stability.
    The target island selected in this study is about 20MW off peak load, about 60MW peak load, 10MW PV device capacity, 1.8MW / 10.8MWh energy storage system, and 10 heavy oil diesel generators of about 8MW, 4 light oil diesels of about 4MW generator.
    In this study,the mixed integer linear programming (MILP) is used to schedule the 24-hour power generation to minimum operating cost, and the energy storage system is used to invest in reserve capacity to allow the energy storage system to perform both grid reserve capacity and peak-fill valley auxiliary services at the same time.
    The results show that due to the superior flexibility of the energy storage system, the use of the energy storage system in reserve capacity can reduce the startup time of high-cost units and reduce the operating cost of the system.

    中文摘要 III Abstract IV 誌謝 V 目錄 VI 圖目錄 VIII 表目錄 XI 第1章 緒論 1 1.1 研究動機 1 1.2 文獻回顧 1 1.3 章節概述 4 第2章 台灣離島再生能源供電發展趨勢 5 2.1 離島太陽光電成本 5 2.1.1 太陽光電系統發電量估算 6 2.2 儲能系統價格與國內應用市場趨勢 7 2.2.1 儲能系統價格與國內應用市場趨勢 7 2.3 離島微電網系統供電成本趨勢 8 2.4 離島太陽光電發電成本 8 2.5 台灣離島再生能源發展趨勢 9 2.5.1 金門系統 9 2.5.2 澎湖七美系統 14 2.5.3 澎湖東吉嶼系統 15 2.5.4 澎湖花嶼系統 15 2.6 微電網架構 16 2.6.1 直流耦合 16 2.6.2 交流耦合 18 2.7 儲能系統於不同再生能源滲透率的應用 19 第3章 加入再生能源與儲能系統的機組排程 22 3.1 線性規劃 22 3.2 MILP於機組排程之運用 22 3.3 微電網模型 23 3.3.1 目標函數 23 3.3.2 柴油發電機模型 23 3.3.3 儲能系統模型 24 3.3.4 限制式 25 3.4 求解的方法 26 第4章 模擬分析 28 4.1 前言 28 4.1.1 模擬架構 28 4.1.2 柴油發電機模型 29 4.1.3 儲能系統模型 34 4.2 輕載 35 4.3 重載 40 第5章 結論與未來展望 46 5.1 結論 46 5.2 未來展望 46 參考文獻 50 附錄 55 附錄A 輕載模擬分析詳細資料 55 附錄B 重載模擬分析詳細資料 1 附錄C 論文電子檔連結 1

    [1] Y.-K. Wu, G.-Y. Han, and C.-Y. Lee, “Planning ten onshore wind farms with corresponding interconnection network and power system analysis for low-carbon-island development on Penghu Island, Taiwan,” Renew. Sustain. Energy Rev., vol. 19, pp. 531–540, 2013.
    [2] H. Vasconcelos, C. Moreira, A. Madureira, J. P. Lopes, and V. Miranda, “Advanced control solutions for operating isolated power systems,” IEEE Electrif. Mag., vol. 3, no. 1, pp. 25–35, Mar. 2015.
    [3] C. C. Yeh et al., “Design of special protection system for an offshore island with high PV penetration,” IEEE Trans. Ind. Appl., vol. 53, no. 2, pp. 947–953, Mar./Apr. 2017.
    [4] J.-S. Yang, C.-J. Liao, Y.-F. Wang, C.-C. Chu, S.-H. Lee, and Y.-J. Lin, “Design and deployment of special protection system for Kinmen power system,” in Proc. IEEE Ind. Appl. Soc. Annu. Meeting, 2016, pp. 1–6.
    [5] Hu, C.; Luo, S.; Li, Z.; Wang, X.; Sun, L. Energy coordinative optimization of wind-storage-load microgrids based on short-term prediction. Energies 2015, 8, 1505–1528.
    [6] Luna, A.C.; Diaz, N.L.; Graells, M.; Vasquez, J.C.; Guerrero, J.M. Mixed-integer-linear-programming-based energy management system for hybrid pv-wind-battery microgrids: modeling, design, and experimental verification. IEEE Trans. Power Electr. 2017, 32, 2769–2783.
    [7] H.Y. Yamin,Review on methods of generation scheduling in electric power systems,Electr. Power Syst. Res., 69 (2004), pp. 227-248
    [8] S. Sen, D.P. Kothari,Optimal thermal generating unit commitment: a review,Int. J. Electr. Power Energy Syst., 20 (1998), pp. 443-451
    [9] T. Seki, N. Yamashita, K. Kawamoto,New local search methods for improving the Lagrangian-relaxation-based unit commitment solution,IEEE Trans. Power Syst., 25 (2010), pp. 272-283,
    [10] A. Frangioni, C. Gentile, F. Lacalandra,Solving unit commitment problems with general ramp constraints,Int. J. Electr. Power Energy Syst., 30 (2008), pp. 316-326,
    [11] M. Asensio, J. Contreras,Stochastic unit commitment in isolated systems with renewable penetration under CVaR assessment,IEEE Trans. Smart Grid, 7 (2016), pp. 1356-1367,
    [12] A.V. Ntomaris, E.A. Bakirtzis, D.I. Chatzigiannis, C.K. Simoglou, P.N. Biskas, A.G. Bakirtzis,Reserve Quantification in Insular Power Systems with High Wind Penetration,(2014), pp. 1-6
    [13] M. Kazemi, P. Siano, D. Sarno, A. Goudarzi,Evaluating the impact of sub-hourly unit commitment method on spinning reserve in presence of intermittent generators,Energy, 113 (2016), pp. 338-354,
    [14] P.S. Dokopoulos, A.C. Saramourtsis, A.G. Bakirtzis,Prediction and evaluation of the performance of wind-diesel energy systems,IEEE Trans. Energy Convers., 11 (1996), pp. 385-393,
    [15] P. Andrianesis, G. Liberopoulos, C. Varnavas,The impact of wind generation on isolated power systems: the case of Cyprus,2013 IEEE Grenoble Conf., IEEE (2013), pp. 1-6
    [16] A. Papalexopoulos, I. Vitellas, N.D. Hatziargyriou, C. Hansen, T. Patsaka, A.L. Dimeas,Assessment and economic analysis of wind generation on the ancillary services and the unit commitment process for an isolated system,2011 16th Int. Conf. Intell. Syst. Appl. to Power Syst., IEEE (2011), pp. 1-6,

    [17] 洪幼倫、盧思穎、陳彥豪,微電網系統供電成本分析模式介紹,台灣經濟研究月刊,106年5月
    [18] 陳彥豪、盧思穎、洪幼倫,儲能系統價格趨勢對微電網市場發展之影響,台電工程月刊,第831期,106年11月
    [19] 109年度再生能源電能躉購費率計算公式,經濟部能源局,https://www.moeaboe.gov.tw/ECW/populace/Law/Content.aspx?menu_id=8848
    [20] 中華民國一百零九年度再生能源電能躉購費率及其計算公式,經濟部公告,
    https://www.moeaboe.gov.tw/ECW/populace/Law/Content.aspx?menu_id=8848
    [21] 吳元康、黃思儒、王怡雯,花嶼離島微電網系統之再生能源規劃研究,台電工程月刊106.11
    [22] 迎接低碳島電力新時代 強化電網系統 離島穩供再升級,台電月刊680期https://tpcjournal.taipower.com.tw/article/3377
    [23] 金門縣政府縣市共推住商節電行動全程暨第 1 期計畫書,107年2月
    [24] The Next Big Opportunities in Energy Storage,YouTube頻道stanfordonline,講者William Chueh,2018年12月13日,https://youtu.be/_LAuDTNW5dw?t=459
    [25] M. Uddin, M.F. Romlie, M.F. Abdullah, S.A. Halim, T.C. kWang, et al.A review on peak load shaving strategies,Renew Sust Energ Rev, 82 (Part 3) (2017), pp. 3323-3332
    [26] M.R. Shaner, S.J. Davis, N.S. Lewis, K. Caldeira,Geophysical constraints on the reliability of solar and wind power in the United States,Energy Environ. Sci. (2018),
    [27] “Wind Energy and Electricity Prices Exploring the ‘ merit order effect ’ A literature review by Pöyry for the European Wind Energy Association.” .
    [28] 結合電力系統與資通訊技術 打造金門智慧電網示範場域,台電月刊680期https://tpcjournal.taipower.com.tw/article/3438
    [29] 林法正、陳彥豪、盧思穎、陳毓文,澎湖群島智慧電網示範介紹,國土及公共治理季刊,106年7月
    [30] 穩定金門電網、推動能源轉型!台達建置台電最大容量儲能系統正式啟用, 科技新報,https://technews.tw/2020/05/14/delta-to-build-energy-storage-system-for-taipower-s-xia-xing-power-plant-in-kinmen/
    [31] 賴慶育,「混合型線性整數規劃應用於火力機組發電排程預定之研究」,碩士論文,國立中正大學電機工程系,2004年。
    [32] 陳在相、吳宗軒、黃維澤、楊念哲等,2018,再生能源高滲透孤島電網機組排程之研究,中華民國第39屆電力工程研討會 ,台灣台北市
    [33] G.N. Psarros, S.I. Nanou, S. V Papaefthymiou, S.A. Papathanassiou
    Generation scheduling in non-interconnected islands with high RES penetration,Renew. Energy, 115 (2018), pp. 338-352
    [34] Palma-behnke, R.; Benavides, C.; Lanas, F.; Severino, B.; Reyes, L.; Llanos, J.; Sáez, D. A microgrid energy management system based on the rolling horizon strategy. IEEE Trans. Smart Grid 2013, 4, 996–1006.
    [35] G. N. Psarros, S. I. Nanou, S. V Papaefthymiou and S. A. Papathanassiou, "Generation scheduling in non-interconnected islands with high RES penetration", Renew. Energy, vol. 115, pp. 338-352, Jan. 2018.
    [36] Wu, Y.K.; Ye, G.T.; Tang, K.T. Preventive control strategy for an island power system that considers system security and economics. IEEE Trans. Ind. Appl. 2017, 53, 5239–5251.

    無法下載圖示 全文公開日期 2023/07/03 (校內網路)
    全文公開日期 2025/07/03 (校外網路)
    全文公開日期 2025/07/03 (國家圖書館:臺灣博碩士論文系統)
    QR CODE