簡易檢索 / 詳目顯示

研究生: 陳姵穎
Pei-Ying Chen
論文名稱: 儲能系統動態儲備容量與能源套利之研究
Research on Dynamic Reserve and Energy Arbitrage of Energy Storage System
指導教授: 郭政謙
Cheng-Chien Kuo
口試委員: 郭政謙
Cheng-Chien Kuo
張宏展
Hong-Chan Chang
陳鴻誠
Hong-Cheng Chen
黃維澤
Wei-Tzer Huang
張建國
Chien-Kuo Chang
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: 2022
畢業學年度: 110
語文別: 中文
論文頁數: 160
中文關鍵詞: 儲能系統再生能源經濟調度安全約束PSS®E
外文關鍵詞: Energy storage system, Renewable energy, Economic dispatch, Safety constraints, PSS®E
相關次數: 點閱:202下載:0
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
  • 近幾年,隨著各國再生能源滲透率逐步提升,無可避免要面臨其間歇性帶來的相關問題,再加上由於系統整體的慣量減少,因此對突發事故的響應能力相對也會變差。隨著被替代的傳統機組越來越多,勢必會需要儲能系統的投入以因應高占比再生能源對電網所帶來的衝擊,並協助系統穩定且安全的運轉。

    本論文提出一套方法可以充分運用電池儲能系統優越的特性來彌補再生能源對系統帶來的衝擊、提高再生能源占比,同時還能讓儲能系統實現以下幾項特點:(1)將儲能系統加入經濟調度中,並利用混合整數線性規劃找出24小時的經濟調度,使儲能系統進行能源套利的服務;(2)透過在經濟調度的備轉容量限制式中加入儲能系統並修改其SOC上下限的方式,讓儲能系統可以參與儲備,在發生事故時隨時滿載充放電以支援電網直到發電機開啟或關閉;(3)根據儲能系統「在充電時可以快速切離充電狀態」的特性,使其在電網較為脆弱時保持一定的充電量,若發生事故則可以透過減少負載的方式以維持供需平衡,為電網提供發電機跳機事故的保護,並透過電力系統分析軟體PSS®E找出每個小時儲能系統最低需要多少充電量以符合最大發電機組跳脫時頻率最低點之安全約束條件,最後,再將其加入限制式中重新排程,以此找出經濟且安全的調度規劃。


    In recent years, with the gradual increase in the penetration rate of renewable energy in various countries, it is inevitable to face related problems caused by its intermittent. In addition, due to the reduction of the inertia of the system, the response-ability to emergencies is relatively poor. As more and more traditional units are replaced, the participation of energy storage systems is bound to be required to cope with the impact of the high proportion of renewable energy on the power grid, and to assist in the stable and safe operation of the system.

    This paper proposes a set of methods that can make good use of the superior characteristics of battery energy storage systems. While coping with the system impact caused by renewable energy and increasing the proportion of renewable energy, it can also let the energy storage systems achieve the following characteristics: (1) By adding the energy storage system into economic dispatch and using mixed-integer linear programming to find out the 24-hour economic dispatch of the grid, let it participate energy arbitrage. (2) By adding the energy storage system to the spinning reserve constraints of economic dispatch and modifying the upper and lower limits of its SOC, let the energy storage system participate in the spinning reserve, so that it can support the grid by rated charging and discharging at any time when the contingency occurs until the generator is turned on or turned off. (3) According to the characteristics, "Can quickly cutting off the state of charge when it is charging", the energy storage system can keep a certain amount of charge when the power grid is relatively fragile. It can maintain a balance by reducing the load to provide the protection of generator trip contingency for the grid. The power system analysis software PSS®E is used to find out the minimum charging amount required by the energy storage system at each time point to meet the safety constraints of the nodal frequency when the maximum generator trips. Finally, add into the constraint for rescheduling to find out the most economical and safe dispatch for the energy storage system and generators.

    摘要 I Abstract III 誌謝 V 目錄 VII 圖目錄 XI 表目錄 XVII 第1章 緒論 1 1.1 研究背景與動機 1 1.2 研究方法 3 1.3 章節概述 4 第2章 再生能源的發展趨勢與現況 7 2.1 再生能源的種類 7 2.1.1 太陽能發電介紹 8 2.1.2 風力發電介紹 9 2.2 國際間再生能源發展現況 10 2.3 台灣再生能源的發展現況 16 2.3.1 台灣本島 19 2.3.2 離島地區 19 2.4 再生能源占比對系統的影響 21 2.4.1 系統轉動慣量不足 21 2.4.2 參與初級頻率控制與次級頻率控制之機組不足 22 2.4.3 電壓穩定度不足 22 2.4.4 輸電饋線壅塞 23 第3章 儲能系統的發展趨勢與現況 29 3.1 儲能系統的種類 29 3.2 國際間電池儲能的發展現況 30 3.3 台灣本島與離島的電池儲能系統發展現況 33 第4章 考量再生能源與儲能系統的經濟調度 35 4.1 具安全約束之經濟調度與儲能系統的研究與應用 35 4.2 線性規劃 37 4.3 經濟調度 38 4.3.1 目標函數 38 4.3.2 柴油發電機 38 4.3.3 電池儲能系統 40 4.3.4 電力系統供需平衡限制式 42 4.3.5 備轉容量限制式 43 4.3.6 升降載速度限制式 43 4.3.7 安全約束條件之限制式 44 第5章 模擬環境的說明與介紹 45 5.1 模擬之孤島電網參考、說明與介紹 45 5.2 求解混合線性規劃所選用的軟體版本、環境與電腦規格 47 5.3 PSS®E模擬軟體與版本介紹 49 5.4 在PSS®E 33.4.0版中柴油發電機模型的選用 50 5.4.1 發電機模型 50 5.4.2 調速器模型 51 5.5 在PSS®E 33.4.0版中儲能模型的選用 54 5.5.1 REPC_A(Renewable Energy Plant Controller_A) 55 5.5.2 REEC_A(Renewable Energy Electrical Controls Model_A) 57 5.5.3 REGC_A(Renewable Energy Generator/Converter Model_A) 58 5.6 儲能系統在發生跳機事故時實功與頻率的響應情形 59 5.6.1 高C-rate的儲能系統 59 5.6.2 低C-rate的儲能系統 60 第6章 模擬系統的架構與模擬結果 63 6.1 模擬架構說明與流程 63 6.2 柴油發電機各項參數與發電量上下限 66 6.3 電池儲能系統 71 6.4 備轉容量 74 6.5 升降載速度 74 6.6 輕載情境模擬 75 6.7 重載情境模擬 92 6.8 輕載與重載情境模擬小結 109 第7章 結論與未來展望 111 7.1 結論 111 7.2 未來展望 113 參考文獻 117 附件 125

    [1] IEA (2021), Renewable Energy Market Update 2021, IEA, Paris https://www.iea.org/reports/renewable-energy-market-update-2021
    [2] 台灣電力公司官方網站公開資訊,取自下列連結:https://www.taipower.com.tw/TC/Chart.aspx?mid=194
    [3] 吳進忠,「再生能源併聯運轉對電力調度的挑戰與機會」,台灣電力股份有限公司,民國107年
    [4] Renewable Capacity Statistics 2021, IRENA, March, 2021
    [5] Globus Renewable, Solar thermal energy copyright 2021, 參考自:https://www.globusrenewable.com/thermal.html
    [6] 太陽能的原理、種類與優缺點,2021年1月,參考自: https://www.stockfeel.com.tw/太陽能的原理、種類與優缺點/
    [7] https://en.wikipedia.org/wiki/Valence_and_conduction_band
    [8] 太陽能電池的原理與種類,2019年2月,參考自:https://www.stockfeel.com.tw/?p=78365
    [9] https://www.winaico.com/tw/blog/solar-panel-types/
    [10] DIGISINE,「承軸方向」,參考自:https://www.digisine.com.tw/承軸的方向/
    [11] 台灣中小型風力機發展協會,「中小風機介紹」,參考自:http://www.small-wind.org.tw/content/wind/wind_info.aspx
    [12] Suzan Abdelhady, Performance and cost evaluation of solar dish power plant: sensitivity analysis of levelized cost of electricity (LCOE) and net present value (NPV), Renewable Energy, Volume 168, 2021, Pages 332-342, https://doi.org/10.1016/j.renene.2020.12.074.
    [13] https://iknow.stpi.narl.org.tw/Post/Read.aspx?PostID=17241
    [14] 環境資訊中心,「2020年全球再生能源裝置容量大增260GW在創立歷史新高」,2021年4月,參考自:https://e-info.org.tw/node/230356
    [15] IRENA, Renewable Capacity Statistics 2021
    [16] SEIA, State Solar Spotlight in California, 參考自:https://www.seia.org/sites/default/files/2022-03/California%20Solar-Factsheet-2021-YearinReview.pdf
    [17] California ISO Today’s Demand and Supply Outlook, 參考自: https://www.caiso.com/todaysoutlook/Pages/supply.aspx#section-supply-trend
    [18] California ISO, Wind and Solar Curtailment January 09, 2022
    [19] California ISO, Wind and Solar Curtailment February 25, 2022
    [20] California ISO, Wind and Solar Curtailment March 18, 2022
    [21] 台灣電力公司網站公開資料,參考自:https://www.taipower.com.tw/tc/page.aspx?mid=207&cid=165&cchk=a83cd635-a792-4660-9f02-f71d5d925911#b01
    [22] 台灣電力公司網站公開資料,參考自:https://www.taipower.com.tw/tc/page.aspx?mid=204
    [23] NREL, Annual Technology Baseline, Utility-Scale PV, https://atb.nrel.gov/electricity/2021/utility-scale_pv
    [24] S&P Global Commodity Insights, ERCOT solar generation output doubles, continues to have most US wind output, February, 2021, https://www.spglobal.com/commodity-insights/en/market-insights/latest-news/electric-power/020821-ercot-solar-generation-output-doubles-continues-to-have-most-us-wind-output
    [25] NREL, NWTC Helps Chart the World's Wind Resource Potential (Fact Sheet), https://www.nrel.gov/docs/fy15osti/64733.pdf
    [26] Mills, Andrew D., Seel, Joachim, Millstein, Dev, Kim, James Hyungkwan, Bolinger, Mark, Gorman, Will, Wang, Yuhan, Jeong, Seongeun, and Wiser, Ryan H. Solar-to-Grid: Trends in System Impacts, Reliability, and Market Value in the United States with Data Through 2019. United States: N. p., 2021. Web. doi:10.2172/1764566.
    [27] Heptonstall, P.J., Gross, R.J.K. A systematic review of the costs and impacts of integrating variable renewables into power grids.Nat Energy 6, 72–83 (2021). https://doi.org/10.1038/s41560-020-00695-4
    [28] Thermal Energy Storage Technology Brief, IRENA, January, 2013
    [29] 台電月刊,第681期,「綠能引擎加速儲能系統的種類與原理」,參考自:https://tpcjournal.taipower.com.tw/article/3447
    [30] Julian Boggs, Clean Energy Legislative Academy Energy Storage, Energy Storage Association, July 2021
    [31] IEA (2021), Energy Storage, IEA, Paris, https://www.iea.org/reports/energy-storage
    [32] The US energy storage monitor 2021 year in review executive summary, Wood Mackenzie, https://www.woodmac.com/industry/power-and-renewables/us-energy-storage-monitor/
    [33] Tesla, 2021 Q3 Quarterly Update Deck, https://ir.tesla.com/#tab-quarterly-disclosure
    [34] 台灣電力公司,「2021乘風展綠高峰論壇—台電公司儲能、併網現況及未來規劃」,民國110年10月
    [35] 經濟部,「發電端儲能推動策略太陽光電結合儲能推動做法(含競標遴選機制規劃)」,民國111年3月
    [36] J. Yang, C. Liao, Y. Wang, C. Chu, S. Lee and Y. Lin, "Design and Deployment of Special Protection System for Kinmen Power System in Taiwan," in IEEE Transactions on Industry Applications, vol. 53, no. 5, pp. 4176-4185, Sept.-Oct. 2017, doi: 10.1109/TIA.2017.2704541.
    [37] 葉貞君、沈柏丞、黃柏元、郭傳薪、林鼎越、陳斌魁, 「利用頻率快速估算法訂定新金門電力防禦計畫」, 民國106年8月
    [38] T. Shekari, F. Aminifar and M. Sanaye-Pasand, "An Analytical Adaptive Load Shedding Scheme Against Severe Combinational Disturbances," in IEEE Transactions on Power Systems, vol. 31, no. 5, pp. 4135-4143, Sept. 2016, doi: 10.1109/TPWRS.2015.2503563.
    [39] U. Akram, N. Mithulananthan, R. Shah and S. A. Basit, "Energy Storage for Short-Term Frequency Stability Enhancement in Low-Inertia Power Systems," 2020 Australasian Universities Power Engineering Conference (AUPEC), 2020, pp. 1-5.
    [40] Das, Choton & Mahmoud, Thair & Bass, Octavian & Muyeen, S M & Kothapalli, Ganesh & Baniasadi, Ali & Mousavi, Navid. (2020). Optimal sizing of a utility-scale energy storage system in transmission networks to improve frequency response. Journal of Energy Storage. 29. 101315. 10.1016/j.est.2020.101315.
    [41] Miguel Ramírez, Rafael Castellanos, Guillermo Calderón, Om Malik,Placement and sizing of battery energy storage for primary frequency control in an isolated section of the Mexican power system,Electric Power Systems Research,Volume 160,2018,Pages 142-150
    [42] H. Zhao, Qiuwei Wu, S. Huang, Qinglai Guo, Hongbin Sun and Yusheng Xue, "Optimal siting and sizing of Energy Storage System for power systems with large-scale wind power integration," 2015 IEEE Eindhoven PowerTech, 2015, pp. 1-6, doi: 10.1109/PTC.2015.7232615.
    [43] A. Bera, M. Abdelmalak, S. Alzahrani, M. Benidris and J. Mitra, "Sizing of Energy Storage Systems for Grid Inertial Response," 2020 IEEE Power & Energy Society General Meeting (PESGM), 2020, pp. 1-5, doi: 10.1109/PESGM41954.2020.9281937.
    [44] L. Xiaoping, D. Ming, H. Jianghong, H. Pingping and P. Yali, "Dynamic economic dispatch for microgrids including battery energy storage," The 2nd International Symposium on Power Electronics for Distributed Generation Systems, 2010, pp. 914-917, doi: 10.1109/PEDG.2010.5545768.
    [45] M. Ross, C. Abbey, F. Bouffard and G. Joós, "Microgrid Economic Dispatch With Energy Storage Systems," in IEEE Transactions on Smart Grid, vol. 9, no. 4, pp. 3039-3047, July 2018, doi: 10.1109/TSG.2016.2624756.
    [46] G. Zhang, E. Ela and Q. Wang, "Market Scheduling and Pricing for Primary and Secondary Frequency Reserve," in IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 2914-2924, July 2019, doi: 10.1109/TPWRS.2018.2889067.
    [47] G. Zhang, J. McCalley and Q. Wang, "An AGC Dynamics-Constrained Economic Dispatch Model," in IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3931-3940, Sept. 2019, doi: 10.1109/TPWRS.2019.2908988.
    [48] Kockar, I. & Conejo, Antonio & Mcdonald, J.R.. (2009). Influence of Emissions Trading Scheme on Market Clearing and Prices. 1 - 5. 10.1109/PES.2009.5275425.
    [49] 台電月刊,第700期,「金門之「光」智慧先行,電力通信系統打前鋒,成就金門低炭島」,參考自:https://tpcjournal.taipower.com.tw/article/4594
    [50] 經濟部,「中華民國一百十一年度再生能源電能躉購費率及其計算公式」,2022年1月
    [51] 金門縣政府,「金門新聞(轉載金門日報):訴諸前瞻電力建設,確保永續發展」,2017年10月
    [52] NERC, "Industry Webinar: Modeling Notifications EX2000 and GENTPJ", December 2016
    [53] NERC, "Modeling Notification Use of GENTPJ Generator Model Distribution", November 18, 2016
    [54] Kestrel Power Engineering, "Round Rotor Synchronous Machine Models", rev. 1 November 2016
    [55] NEPLAN AG Oberwachtstrasse 2 8700 Küsnacht ZH Switzerland, "TURBINE-GOVERNOR MODELS"
    [56] Lin, Chien & Wu, Chi & Yang, Jun-Zhe & Liao, Ching. (2018). Parameters Identification of Reduced Governor System Model for Diesel-Engine Generator by using Hybrid Particle Swarm Optimization. IET Electric Power Applications. 12. 10.1049/iet-epa.2017.0851.
    [57] A.Ellis, Y.Kazachkov, E.Muljadi, "Description and Technical Specifications for Generic WTG Models-A Status Report" Power Systems Conference and Exposition (PSCE), 2011.
    [58] WECC REMTF, "WECC Wind Power Plant Dynamic Modeling Guide", EPRI, 2010.
    [59] P.Pourbeik, "Generic Models and Model Validation for Wind and PV Generation:Technical Update" , EPRI, 2011
    [60] P.Pourbeik, "Model Validation for Wind and Solar PV Generation:Technical Update" , EPRI, 2011.
    [61] SIEMENS, "PSS® E 33.4 Program Operation Manual, " SIEMENS PTI, 2013.
    [62] WECC REMTF, "WECC Wind Plant Dynamic Modeling Guidelines, "EPRI, 2014.
    [63] WECC REMTF, "Specification of the Second Generation Generic Models for Wind Turbine Generators ", Prepared under Subcontract No. NFT-1-11342-01 with NREL (last revised 11/11/13). [Online]. Available : https://www.wecc.biz/Reliability/WECC-Second-Generation-Wind-Turbine-Models-012314.pdf [Accessed June 2015].
    [64] X. Xu, M. Bishop, D. G. Oikarinen and C. Hao, "Application and modeling of battery energy storage in power systems," in CSEE Journal of Power and Energy Systems, vol. 2, no. 3, pp. 82-90, Sept. 2016, doi: 10.17775/CSEEJPES.2016.00039.
    [65] WECC, "Solar Photovoltaic Power Plant Modeling and Validation Guideline, "MVWG, December 9, 2019.
    [66] 陳在相、吳宗軒、黃維澤、楊念哲、劉庭佑、張永瑞、李奕德、何元祥,「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,2018年
    [67] Georgios N. Psarros, Sotirios I. Nanou, Stefanos V. Papaefthymiou, Stavros A. Papathanassiou, Generation scheduling in non-interconnected islands with high RES penetration, Renewable Energy, Volume 115, 2018, Pages 338-352, ISSN 0960-1481, https://doi.org/10.1016/j.renene.2017.08.050.
    [68] The Electrochemical Society, “Are Solar and Wind Really Killing Coal, Nuclear and Grid Reliability”, Amanda Staller, May 2017, 參考自:https://www.electrochem.org/ecsnews/solar-wind-really-killing-coal-nuclear-grid-reliability/
    [69] EBF 200: Introduction to Energy and Earth Sciences Economics, “The Fundamentals of Electricity Markets”, 參考自:https://www.e-education.psu.edu/ebf200/node/151
    [70] 中華民國經濟部,「台灣電力公司—台電塔山電廠新機組7月商轉反應快速如「超跑」年供7千萬度電」,2020年6月,參考自:https://www.moea.gov.tw/mns/populace/news/News.aspx?kind=1&menu_id=40&news_id=90470
    [71] H. -Y. Su et al., "Developing an Optimal Scheduling of Taiwan Power System With Highly Penetrated Renewable Energy Resources and Pumped Hydro Storages," in IEEE Transactions on Industry Applications, vol. 57, no. 3, pp. 1973-1986, May-June 2021, doi: 10.1109/TIA.2021.3057300.
    [72] Susanto, Julius. (2020). "Frequency Control in Low Inertia Power Systems Tutorial." 10.13140/RG.2.2.19028.22408..
    [73] 「特斯拉能源軟體官方網站」,參考自:https://www.tesla.com/zh_tw/support/energy/tesla-software

    無法下載圖示 全文公開日期 2024/07/07 (校內網路)
    全文公開日期 2024/07/07 (校外網路)
    全文公開日期 2024/07/07 (國家圖書館:臺灣博碩士論文系統)
    QR CODE