請用此 Handle URI 來引用此文件：
http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/88353完整後設資料紀錄
| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 洪一薰 | zh_TW |
| dc.contributor.advisor | I-Hsuan Hong | en |
| dc.contributor.author | 林以樂 | zh_TW |
| dc.contributor.author | Yee-Lur Lin | en |
| dc.date.accessioned | 2023-08-09T16:41:13Z | - |
| dc.date.available | 2023-11-09 | - |
| dc.date.copyright | 2023-08-09 | - |
| dc.date.issued | 2023 | - |
| dc.date.submitted | 2023-07-26 | - |
| dc.identifier.citation | Arteaga, J., & Zareipour, H. (2019). A Price-Maker/Price-Taker Model for the Operation of Battery Storage Systems in Electricity Markets. IEEE Transactions on Smart Grid, 10(6), 6912-6920.
Bjørndal, E., Bjørndal, M. H., Coniglio, S., Körner, M.-F., Leinauer, C., & Weibelzahl, M. (2023). Energy storage operation and electricity market design: On the market power of monopolistic storage operators. European Journal of Operational Research, 307(2), 887-909. Bynum, M. L., Hackebeil, G. A., Hart, W. E., Laird, C. D., Nicholson, B. L., Siirola, J. D., Watson, J.-P., & Woodruff, D. L. (2021). Pyomo — Optimization Modeling in Python (3 ed.). Springer Cham. Chen, Y., Keyser, M., Tackett, M., Leonard, R., & Gardner, J. (2015). Incorporating Short-Term Stored Energy Resource Into Midwest ISO Energy and Ancillary Service Market. IEEE Transactions on Power Systems, 26(2), 829-838. Devine, M. T., & Siddiqui, S. (2020). Modelling an electricity market oligopoly with a competitive fringe and generation investments. arXiv preprint arXiv:2001.03526. Dowling, A. W., Kumar, R., & Zavala, V. M. (2017). A multi-scale optimization framework for electricity market participation. Applied energy, 190, 147-164. Ehrenmann, A. (2004). Equilibrium problems with equilibrium constraints and their application to electricity markets University of Cambridge]. FERC. (1996). Promoting Wholesale Competition Through Open Access Non-discriminatory Transmission Services by Public Utilities; Recovery of Stranded Costs by Public Utilities and Transmitting Utilities. Retrieved from https://www.ferc.gov/industries-data/electric/industry-activities/open-access-transmission-tariff-oatt-reform/history-oatt-reform/order-no-888 Fletcher, R., Leyffer, S., Ralph, D., & Scholtes, S. (2006). Local Convergence of SQP Methods for Mathematical Programs with Equilibrium Constraints. SIAM Journal on Optimization, 17(1), 259-286. Fortuny-Amat, J., & McCarl, B. (1981). A Representation and Economic Interpretation of a Two-Level Programming Problem. The Journal of the Operational Research Society, 32(9), 783-792. Gabriel, S. A., Conejo, A. J., Fuller, J. D., Hobbs, B. F., & Ruiz, C. (2012). Complementarity modeling in energy markets (Vol. 180). Springer Science & Business Media. Garces, L. P., Conejo, A. J., Garcia-Bertrand, R., & Romero, R. (2009). A Bilevel Approach to Transmission Expansion Planning Within a Market Environment. IEEE Transactions on Power Systems, 24(3), 1513-1522. Garcia-Herreros, P., Zhang, L., Misra, P., Arslan, E., Mehta, S., & Grossmann, I. E. (2016). Mixed-integer bilevel optimization for capacity planning with rational markets. Computers & Chemical Engineering, 86, 33-47. García-Miguel, P. L. C., Alonso-Martínez, J., Arnaltes Gómez, S., García Plaza, M., & Asensio, A. P. (2022). A Review on the Degradation Implementation for the Operation of Battery Energy Storage Systems. Batteries, 8(9), 110. Gu, W., & Sioshansi, R. (2022). Market Equilibria With Energy Storage as Flexibility Resources. IEEE Open Access Journal of Power and Energy, 9, 584-597. Gurobi Optimization, L. (2023). Gurobi Optimizer Reference Manual. In https://www.gurobi.com Harker, P. T. (1991). Generalized Nash games and quasi-variational inequalities. European Journal of Operational Research, 54(1), 81-94. Hobbs, B. E. (2001). Linear complementarity models of Nash-Cournot competition in bilateral and POOLCO power markets. IEEE Transactions on Power Systems, 16(2), 194-202. Hobbs, B. F., Metzler, C. B., & Pang, J. S. (2000). Strategic gaming analysis for electric power systems: an MPEC approach. IEEE Transactions on Power Systems, 15(2), 638-645. Hu, X., & Ralph, D. (2007). Using EPECs to Model Bilevel Games in Restructured Electricity Markets with Locational Prices. Operations Research, 55(5), 809-827. Kazempour, S. J., Conejo, A. J., & Ruiz, C. (2013). Generation Investment Equilibria With Strategic Producers—Part I: Formulation. IEEE Transactions on Power Systems, 28(3), 2613-2622. Kazempour, S. J., & Zareipour, H. (2014). Equilibria in an Oligopolistic Market With Wind Power Production. IEEE Transactions on Power Systems, 29(2), 686-697. Khalilisenobari, R., & Wu, M. (2022). Optimal participation of price-maker battery energy storage systems in energy and ancillary services markets considering degradation cost. International Journal of Electrical Power & Energy Systems, 138, 107924. Kovács, A. (2019). Bilevel programming approach to demand response management with day-ahead tariff. Journal of Modern Power Systems and Clean Energy, 7(6), 1632-1643. Liao, P. (2022). sReg、dReg、E-dReg傻傻分不清楚. Retrieved 06/28 from https://www.infolink-group.com/energy-article/tw/sReg-dReg-E-dReg-What-are-the-differences Luo, Z.-Q., Pang, J.-S., & Ralph, D. (1996). Mathematical programs with equilibrium constraints. Cambridge University Press. Ma, M., Huang, H., Song, X., Peña-Mora, F., Zhang, Z., & Chen, J. (2022). Optimal sizing and operations of shared energy storage systems in distribution networks: A bi-level programming approach. Applied energy, 307, 118170. Mohsenian-Rad, H. (2016). Coordinated Price-Maker Operation of Large Energy Storage Units in Nodal Energy Markets. IEEE Transactions on Power Systems, 31(1), 786-797. Mongird, K., Viswanathan, V., Balducci, P., Alam, J., Fotedar, V., Koritarov, V., & Hadjerioua, B. (2020). An Evaluation of Energy Storage Cost and Performance Characteristics. Energies, 13(13), 3307. Motto, A., Arroyo, J., & Galiana, F. (2005). A Mixed-Integer LP Procedure for the Analysis of Electric Grid Security Under Disruptive Threat. Power Systems, IEEE Transactions on, 20, 1357-1365. Naebi, A., SeyedShenava, S., Contreras, J., Ruiz, C., & Akbarimajd, A. (2020). EPEC approach for finding optimal day-ahead bidding strategy equilibria of multi-microgrids in active distribution networks. International Journal of Electrical Power & Energy Systems, 117, 105702. Nasrolahpour, E., Kazempour, J., Zareipour, H., & Rosehart, W. D. (2018). A Bilevel Model for Participation of a Storage System in Energy and Reserve Markets. IEEE Transactions on Sustainable Energy, 9(2), 582-598. Nguyen, H. T., & Felder, F. A. (2020). Generation expansion planning with renewable energy credit markets: A bilevel programming approach. Applied energy, 276, 115472. Nitsch, F., Deissenroth-Uhrig, M., Schimeczek, C., & Bertsch, V. (2021). Economic evaluation of battery storage systems bidding on day-ahead and automatic frequency restoration reserves markets. Applied energy, 298, 117267. Pang, J.-S., & Fukushima, M. (2005). Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games. Computational Management Science, 2(1), 21-56. Perez, A., Moreno, R., Moreira, R., Orchard, M., & Strbac, G. (2016). Effect of Battery Degradation on Multi-Service Portfolios of Energy Storage. IEEE Transactions on Sustainable Energy, 7(4), 1718-1729. Peterson, S. B., Apt, J., & Whitacre, J. F. (2010). Lithium-ion battery cell degradation resulting from realistic vehicle and vehicle-to-grid utilization. Journal of Power Sources, 195(8), 2385-2392. Pozo, D., Sauma, E., & Contreras, J. (2017). Basic theoretical foundations and insights on bilevel models and their applications to power systems. Annals of Operations Research, 254(1-2), 303-334. Quashie, M., Marnay, C., Bouffard, F., & Joós, G. (2018). Optimal planning of microgrid power and operating reserve capacity. Applied energy, 210, 1229-1236. Ruiz, C., Conejo, A. J., & Smeers, Y. (2012). Equilibria in an Oligopolistic Electricity Pool With Stepwise Offer Curves. IEEE Transactions on Power Systems, 27(2), 752-761. Shahmohammadi, A., Sioshansi, R., Conejo, A. J., & Afsharnia, S. (2018a). Market equilibria and interactions between strategic generation, wind, and storage. Applied energy, 220, 876-892. Shahmohammadi, A., Sioshansi, R., Conejo, A. J., & Afsharnia, S. (2018b). The role of energy storage in mitigating ramping inefficiencies caused by variable renewable generation. Energy Conversion and Management, 162, 307-320. Su, C.-L. (2005). Equilibrium problems with equilibrium constraints: Stationarities, algorithms, and applications Stanford University]. Tómasson, E., Hesamzadeh, M. R., & Wolak, F. A. (2020). Optimal offer-bid strategy of an energy storage portfolio: A linear quasi-relaxation approach. Applied energy, 260, 114251. Tavakkoli, M., Fattaheian-Dehkordi, S., Mahdi Pourakbari-Kasmaei, N. D., Hatziargyriou, M. L., & Lehtonen, M. (2022). Investigating How the Equilibria of the Electricity Market Are Affected by Modeling the strategic Behavior of Consumers. International Review of Electrical Engineering: IREE, 17(3), 225-247. Ventosa, M., Baı́llo, Á., Ramos, A., & Rivier, M. (2005). Electricity market modeling trends. Energy Policy, 33(7), 897-913. Wang, W., & Leshem, A. (2022, 23-27 May 2022). Monotonic Generalized Nash Games with Application to the Management of Energy-Aware Aloha Networks. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Zhan, Y., & Zheng, Q. P. (2018). A multistage decision-dependent stochastic bilevel programming approach for power generation investment expansion planning. IISE Transactions, 50(8), 720-734. Zsiborács, H., Hegedűsné Baranyai, N., Zentkó, L., Mórocz, A., Pócs, I., Máté, K., & Pintér, G. (2020). Electricity Market Challenges of Photovoltaic and Energy Storage Technologies in the European Union: Regulatory Challenges and Responses. Applied Sciences, 10(4), 1472. 王京明, 陳中舜, & 高銘志. (2021). 電力交易平台發展現況與競爭規範之研究 (PG11006-0018). 公平交易委員會. https://www.ftc.gov.tw/upload/c8bfc9a4-a8d9-4265-a742-a6e24b1c1af9.pdf 王國威, 吳昭吟, 楊閔如, 李宗瑾, & 夏伊玟. (2021). 電力系統日、夜尖峰發生時間與備轉容量率探討. https://km.twenergy.org.tw/Knowledge/knowledge_more?id=8747 台灣電力公司. (2020). 輔助服務及備用容量交易試行平台第二次公開說明會Q&A 彙整 Retrieved from https://etp.taipower.com.tw/web/download/04.%20109.11.11%20%E7%AC%AC%E4%BA%8C%E6%AC%A1%E5%85%AC%E9%96%8B%E8%AA%AA%E6%98%8E%E6%9C%83%20%E6%9C%83%E8%AD%B0QA.pdf 台灣電力公司. (2021a). 電力市場訓練教材. https://etp.taipower.com.tw/web/download/%E9%9B%BB%E5%8A%9B%E5%B8%82%E5%A0%B4%E8%A8%93%E7%B7%B4%E6%95%99%E6%9D%90_%E5%B9%B3%E5%8F%B0%E7%94%A8.pdf 台灣電力公司. (2021b). 電力交易平台 第四次公開說明會 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/07.%20110.09.24%20%E7%AC%AC%E5%9B%9B%E6%AC%A1%E5%85%AC%E9%96%8B%E8%AA%AA%E6%98%8E%E6%9C%83%20%E6%9C%83%E8%AD%B0%E7%B0%A1%E5%A0%B1.pdf 台灣電力公司. (2022a). 台電公司與儲能業者座談會 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/11.111.09.16%E5%8F%B0%E9%9B%BB%E5%85%AC%E5%8F%B8%E8%88%87%E5%84%B2%E8%83%BD%E6%A5%AD%E8%80%85%E5%BA%A7%E8%AB%87%E6%9C%83.pdf 台灣電力公司. (2022b). 市場運作時程. Retrieved 06/22 from https://etp.taipower.com.tw/web/how_to_operation 台灣電力公司. (2022c). 電力交易平台參考資料 日前輔助市場之交易商品規格 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/6.%E6%97%A5%E5%89%8D%E8%BC%94%E5%8A%A9%E6%9C%8D%E5%8B%99%E5%B8%82%E5%A0%B4%E4%B9%8B%E4%BA%A4%E6%98%93%E5%95%86%E5%93%81%E9%A0%85%E7%9B%AE%E8%A6%8F%E6%A0%BC.pdf 台灣電力公司. (2022d). 電力交易平台參考資料 日前輔助服務市場之運作 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/7.%E6%97%A5%E5%89%8D%E8%BC%94%E5%8A%A9%E6%9C%8D%E5%8B%99%E5%B8%82%E5%A0%B4%E4%B9%8B%E9%81%8B%E4%BD%9C.pdf 台灣電力公司. (2022e). 電力交易平台參考資料 備用容量交易機制 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/8.%E5%82%99%E7%94%A8%E5%AE%B9%E9%87%8F%E4%BA%A4%E6%98%93%E6%A9%9F%E5%88%B6.pdf 台灣電力公司. (2022f). 電力交易平台參考資料 輔助服務概論 [PowerPoint slides]. 電力調度處. https://etp.taipower.com.tw/web/download/4.%E8%BC%94%E5%8A%A9%E6%9C%8D%E5%8B%99%E6%A6%82%E8%AB%96.pdf 台灣電力公司. (2023a). 日前輔助服務市場 歷史結清價格與交易量. Retrieved 07/19 from https://etp.taipower.com.tw/web/service_market/historical_settlement_trading 台灣電力公司. (2023b). 合格交易者資訊 民間合格交易者. Retrieved 6/6 from https://etp.taipower.com.tw/web/qse_info/qse_list 台灣電力公司. (2023c). 電力交易平台 效能價格資訊. Retrieved 06/28 from https://etp.taipower.com.tw/ 台灣電力公司. (2023d). 電力交易平台第七次公開說明會 [PowerPoint slides]. https://etp.taipower.com.tw/web/download/%E7%AC%AC%E4%B8%83%E6%AC%A1%E5%85%AC%E9%96%8B%E8%AA%AA%E6%98%8E%E6%9C%83%20%E6%9C%83%E8%AD%B0%E7%B0%A1%E5%A0%B1.pdf 電力交易平台增強型動態調頻備轉容量輔助服務實施要點, (2022). https://etp.taipower.com.tw/web/download/%E9%9B%BB%E5%8A%9B%E4%BA%A4%E6%98%93%E5%B9%B3%E5%8F%B0%E5%A2%9E%E5%BC%B7%E5%9E%8B%E5%8B%95%E6%85%8B%E8%AA%BF%E9%A0%BB%E5%82%99%E8%BD%89%E5%AE%B9%E9%87%8F%E8%BC%94%E5%8A%A9%E6%9C%8D%E5%8B%99%E5%AF%A6%E6%96%BD%E8%A6%81%E9%BB%9E-%E5%85%A8%E6%96%87-(%E7%89%88%E6%AC%A1%EF%BC%9ATPC-MT-Edreg-v01).pdf 台灣電力股份有限公司. (2023). 台灣電力公司_各機組過去發電量 行政院新聞傳播處. (2019). 《電業法》修法—發展綠能，啟動國家能源轉型. 行政院. Retrieved 06/28 from https://www.ey.gov.tw/Page/5A8A0CB5B41DA11E/2ae8bfb8-6014-49d1-b04e-75374fbd6096 康瓊之. (2021). 台電為儲能事業打開第一扇門 立達：儲能市場未來3年是戰國時代. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=0000625125_SDU2SZST1CAEWR64M74K3 張博翔. (2023). 〈康舒法說〉儲能布局啟動 10MW E-dReg儲能案場上半年認列營收. 鉅亨網. https://news.cnyes.com/news/id/5077641 許志義. (1999, 5/3-4). 從公平競爭觀點論電業自由化之發展願景與管制制度之建立 第五屆競爭政策與公平交易法研討會論文集, 台北. 陳映璇. (2023). E-dReg儲能併網申請超標8倍！這是什麼？為何台電緊急喊卡？業者擔憂什麼？. 數位時代 Business Next. https://www.bnext.com.tw/article/75276/e-dreg-energy-storage 經濟部能源局. (2022). 110年度我國燃料燃燒二氧化碳排放統計與分析. Retrieved from https://www.moeaboe.gov.tw/ECW/populace/content/SubMenu.aspx?menu_id=114 經濟部能源局. (2023a). 能源統計月報 3-02 發電量. 經濟部能源局. (2023b). 能源統計月報 3-03 發電裝置容量. | - |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/88353 | - |
| dc.description.abstract | 隨著再生能源在電力供應中的比例逐漸增加，電力系統的運營與穩定性受到再生能源發電波動性的影響。而大型電池儲能系統能穩定電力供給與提供電能轉移功能，為電力系統提供輔助服務。在電業自由化下的電力市場，儲能營運商可對電網營運商提供報價，使電力系統能調度額外的儲能容量為電網服務。本研究透過雙層賽局模型分析儲能營運商與電網營運商的互動關係，並尋找儲能系統營運商的最佳報價策略。賽局模型可表達為雙層最佳化模型，並經過原始/對偶最佳化條件、Karush–Kuhn–Tucker (KKT)條件與線性化技巧的轉換，成為單層混整數規劃模型，個案分析中，使用台灣電力公司的電力交易平台做為市場背景，並加入台灣再生能源發電的歷史數據，分析市場參與者的報價策略與獲利能力。 | zh_TW |
| dc.description.abstract | Battery energy storage systems have become crucial for addressing the challenges of power system operations and stability resulting from the increasing penetration of intermittent renewable energy sources. A deregulated electricity market allows energy storage service providers selling their storage capacity to the grid operator. This research aims to develop a bilevel programming model to optimize the bidding strategy of energy storage service providers. The proposed bilevel model can be converted into a single-level mixed integer linear programming model by using primal/dual optimality conditions, Karush–Kuhn–Tucker (KKT) conditions and linearization methods. The case study uses Taiwan Energy Trading Platform as market background and adopts electricity generation data in Taiwan to analyze the bidding strategy and profits of the market participants. | en |
| dc.description.provenance | Submitted by admin ntu (admin@lib.ntu.edu.tw) on 2023-08-09T16:41:13Z No. of bitstreams: 0 | en |
| dc.description.provenance | Made available in DSpace on 2023-08-09T16:41:13Z (GMT). No. of bitstreams: 0 | en |
| dc.description.tableofcontents | 誌謝 i
中文摘要 ii Abstract iii 目錄 iv 圖目錄 vi 表目錄 vii 第一章 緒論 1 第二章 文獻探討 8 2.1雙層賽局模型 8 2.2儲能系統於電力市場應用 11 第三章 雙層最佳化模型 14 3.1問題描述 14 3.2電網營運商模型 16 3.3儲能系統營運商模型 19 第四章 求解方法 21 4.1雙層模型重組 21 4.2帶有均衡約束的均衡問題(EPEC)之限制式 24 4.3帶有均衡約束的均衡問題(EPEC)之目標式 27 4.4線性化EPEC 27 第五章 個案分析 29 5.1個案背景與參數設定 29 5.2 E-dReg市場 32 5.2.1高備轉服務需求量 32 5.2.2低備轉服務需求量 35 第六章 結論與未來研究方向 40 參考文獻 42 | - |
| dc.language.iso | zh_TW | - |
| dc.title | 儲能營運商於電業自由化之電力交易市場最佳報價決策 | zh_TW |
| dc.title | Optimal Bidding Strategy of Energy Storage Service Providers in Deregulated Electricity Markets | en |
| dc.type | Thesis | - |
| dc.date.schoolyear | 111-2 | - |
| dc.description.degree | 碩士 | - |
| dc.contributor.oralexamcommittee | 黃晏奇;蘇哲平 | zh_TW |
| dc.contributor.oralexamcommittee | Yen-Chi Huang;Che-Ping Su | en |
| dc.subject.keyword | 電力交易市場,電池儲能系統,雙層最佳化模型, | zh_TW |
| dc.subject.keyword | Electricity Market,Battery Energy Storage System,Bilevel Programming Model, | en |
| dc.relation.page | 48 | - |
| dc.identifier.doi | 10.6342/NTU202302179 | - |
| dc.rights.note | 同意授權(限校園內公開) | - |
| dc.date.accepted | 2023-07-28 | - |
| dc.contributor.author-college | 工學院 | - |
| dc.contributor.author-dept | 工業工程學研究所 | - |
| dc.date.embargo-lift | 2028-07-26 | - |
| 顯示於系所單位： | 工業工程學研究所 | |
文件中的檔案：
| 檔案 | 大小 | 格式 | |
|---|---|---|---|
| ntu-111-2.pdf 目前未授權公開取用 | 1.25 MB | Adobe PDF | 檢視/開啟 |
系統中的文件，除了特別指名其著作權條款之外，均受到著作權保護，並且保留所有的權利。