Volume 20, Issue 4 (JIAEEE Vol.20 No.4 2023)
Journal of Iranian Association of Electrical and Electronics Engineers 2023, 20(4): 101-111 |
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Veisi M, Adabi F, Kavousi-Fard A. Operation of Grid-Connected Multi-Microgrids Constrained to Participation in the Energy and Ancillary Services Markets Considering Uncertainties of Generation and Load. Journal of Iranian Association of Electrical and Electronics Engineers 2023; 20 (4) :101-111
URL: http://jiaeee.com/article-1-1547-en.html
URL: http://jiaeee.com/article-1-1547-en.html
Shiraz University of Technology
Abstract: (8032 Views)
In this paper, operation of smart distribution network in the presence of the multi-microgrid considering microgrids (MGs) participating in the energy and ancillary services (reactive power and reserve regulation markets) markets is presented. The proposed scheme minimizes difference between MGs cost and their revenue in these markets. Problem constraints include AC optimal power flow equations in the smart distribution networks and multi-microgrid, operation model of sources, storages and demand response. In this problem, there is uncertainty in load, market price, renewable power, and mobile storage. Hence, the stochastic optimization based on unscented transformation method is used to model of these uncertainties. Moreover, this problem is as non-linear. In the following, Ant-lion optimizer uses to achieve optimal solution. Finally, by implement the proposed scheme on the standard networks, the simulation results obtaining from different case studies confirm the capability of the scheme in the improving of networks operation situation with respected to load flow analysis, while it obtains a suitable economic situation for MGs.
Keywords: Operation, Multi-Microgrid, Smart distribution network, Energy and ancillary services markets, Ant-lion optimizer, Unscented transformation
Type of Article: Research |
Subject:
Power
Received: 2023/01/2 | Accepted: 2023/02/5 | Published: 2023/08/6
Received: 2023/01/2 | Accepted: 2023/02/5 | Published: 2023/08/6
Extended Abstract [PDF 277 KB] (95 Download)
References
1. [1] ر. فتحی، ب. طوسی، س. گلوانی، «تخصیص بهینه منابع تجدیدپذیر در شبکه‌های توزیع با در نظر گرفتن عدم قطعیت براساس تئوری تصمیم-گیری شکاف اطلاعاتی با استفاده از الگوریتم اجتماع سالپ بهبود یافته» مدل‌سازی در مهندسی، دوره 20، شماره 68، 1401.
2. [2] ق. میربابایی رکنی، م. رادمهر، ع. ذکریازاده، «مدل‌سازی مدیریت منابع انرژی پراکنده در ریزشبکه با استفاده از روش توزیع شده» مدل‌سازی در مهندسی، دوره 17، شماره 57، ص. 241-252، 1398.
3. [3] ن. گرامی، ا. قاسمی، «مدل‌سازی مصرف انرژی در فرآیندهای تولید واحدهای صنعتی بر مبنای روش تقریب خطی تکه‌ای با هدف اجرای برنامه‌های پاسخ‌گویی بار و مشارکت در بازار انرژی و خدمات جانبی» مدل‌سازی در مهندسی، دوره 17، شماره 59، ص. 179-193، 1398.
4. [4] B. Tan, H. Chen, "Multi-objective energy management of multiple microgrids under random electric vehicle charging," Energy, vol. 208, pp. 23-35, 2020. [DOI:10.1016/j.energy.2020.118360]
5. [5] M. Hu, Y.W. Wang, X. Lin, "Multi-energy management with hierarchical distributed multi-scale strategy for pelagic islanded microgrid clusters," Energy, vol. 185, pp. 910-921, July 2019. [DOI:10.1016/j.energy.2019.07.087]
6. [6] نیکزاد مهدی، صمیمی ابوذر. برنامه‌ریزی تصادفی دو مرحله‌ای همزمان انرژی و رزرو در ریز شبکه‌های هوشمند مبتنی بر بهینه‌سازی چند هدفه. نشریه مهندسی برق و الکترونیک ایران ۱۴۰۱; ۱۹ (۱) :75-88
7. [7] جلال‌آبادی اسماعیل، رحیمی‌کیان اشکان. بهره برداری بهینه و مدیریت ریسک یک ریز شبکه متصل به شبکه . نشریه مهندسی برق و الکترونیک ایران ۱۳۹۳; ۱۱ (۱) :۱۸-۹
8. [8] S. Pirouzi, J. Aghaei, M.A. Latify, G.R. Yousefi, and G. Mokryani, "A robust optimization approach for active and reactive power management in smart distribution networks using electric vehicles," IEEE System Journal, pp. 1-12, 2017. [DOI:10.1109/JSYST.2017.2716980]
9. [9] P. Fortenbacher, A. Ulbig, and G. Andersson, "Optimal Placement and Sizing of Distributed Battery Storage in Low Voltage Grids using Receding Horizon Control Strategies," IEEE Transactions on Power Systems, vol. 33, no. 3, May 2017. [DOI:10.1109/TPWRS.2017.2746261]
10. [10] Dr Seyed Mehdi Hakimi, Arezoo Hasankhani, Elnaz Sharabi, "Optimization of Economic Power Flow in Dc Microgrid in the Presence of Renewable Energy Resources With Voltage Controller Using Virtual Impedance and Real-Time Pricing," Journal of Iranian Association of Electrical and Electronics Engineers, vol. 19, No1, pp. 109739, 2022. [DOI:10.52547/jiaeee.19.1.111]
11. [11] Amirhossein Nazeri Ardekani1, Ali Asghar Khodadoost Arani, Mohammad Bagher Menhaj, Mehdi Karrari, "A Smart Fuzzy Controller for Microgrid Frequency Improvement Using Pso Algorithm Considernig Nonlinear Conditions," Journal of Iranian Association of Electrical and Electronics Engineers; vol. 15, pp. 480-494, 2018.
12. [12] R.M. Elavarasan et al., "A Comprehensive Review on Renewable Energy Development, Challenges, and Policies of Leading Indian States With an International Perspective," IEEE Access, vol. 8, pp. 74432-74457, 2020. [DOI:10.1109/ACCESS.2020.2988011]
13. [13] A. Azizivahed, E. Naderi, H. Narimani, M. Fathi and M. R. Narimani, "A New Bi-Objective Approach to Energy Management in Distribution Networks with Energy Storage Systems," IEEE Transactions on Sustainable Energy, vol. 9, no. 1, pp. 56-64, Jan. 2018. [DOI:10.1109/TSTE.2017.2714644]
14. [14] E. Hooshmand and A. Rabiee, "Robust model for optimal allocation of renewable energy sources, energy storage systems and demand response in distribution systems via information gap decision theory," IET Generation, Transmission & Distribution, vol. 13, no. 4, pp. 511-520, 26 2 2019. [DOI:10.1049/iet-gtd.2018.5671]
15. [15] H. Kikusato et al., "Electric Vehicle Charge-Discharge Management for Utilization of Photovoltaic by Coordination Between Home and Grid Energy Management Systems," IEEE Transactions on Smart Grid, vol. 10, no. 3, pp. 3186-3197, May 2019. [DOI:10.1109/TSG.2018.2820026]
16. [16] Y. Yu, Z. Cai and Y. Huang, "Energy Storage Arbitrage in Grid-Connected Micro-Grids Under Real-Time Market Price Uncertainty: A Double-Q Learning Approach," IEEE Access, vol. 8, pp. 54456-54464, 2020. [DOI:10.1109/ACCESS.2020.2981543]
17. [17] G. Liu, Y. Xu and K. Tomsovic, "Bidding Strategy for Microgrid in Day-Ahead Market Based on Hybrid Stochastic/Robust Optimization," IEEE Transactions on Smart Grid, vol. 7, no. 1, pp. 227-237, Jan. 2016. [DOI:10.1109/TSG.2015.2476669]
18. [18] S. Pirouzi, and et al., "Power conditioning of distribution networks via single-phase electric vehicles equipped with bidirectional chargers," IEEE Systems Journal, vol. 13, pp. 3433-3442, Sept. 2019. [DOI:10.1109/JSYST.2019.2896408]
19. [19] M. Dabbaghjamanesh, A. Kavousi-Fard, and S. Mehraeen, "Effective scheduling of reconfigurable microgrids with dynamic thermal line rating", IEEE Trans. Ind. Electron., Vol. 66, No. 2, pp. 1552-1564, 2019. [DOI:10.1109/TIE.2018.2827978]
20. [20] J.J. & D. Das, "Scenario-based multi-objective optimisation with loadability in islanded microgrids considering load and renewable generation uncertainties," IET Renew. Pow. Gene., vol. 13, no. 5, pp. 785-800, 2019. [DOI:10.1049/iet-rpg.2018.5795]
21. [21] P. R. Babu, C. P. Rakesh, G. Srikanth, M. N. Kumar, and D. P. Reddy, "A novel approach for solving distribution networks," India Conference (INDICON), 2009Annual IEEE, pp. 1-5, Dec. 2009. [DOI:10.1109/INDCON.2009.5409363]
22. [22] W. K. A. Najy, H. H. Zeineldin and W. L. Woon, "Optimal Protection Coordination for Microgrids With Grid-Connected and Islanded Capability," IEEE Transactions on Industrial Electronics, vol. 60, no. 4, pp. 1668-1677, April 2013. [DOI:10.1109/TIE.2012.2192893]
23. [23] F. Hamzeh-Aghdam, S. Ghaemi, N. Taghizadegan-Kalantari, "Evaluation of loss minimization on the energy management of multi-microgrid based smart distribution network in the presence of emission constraints and clean productions," Journal of Cleaner Production, vol. 196, pp. 185-201, 2018. [DOI:10.1016/j.jclepro.2018.06.023]
24. [24] S. Pirouzi, J. Aghaei, V. Vahidinasab, T. Niknam, and A. Khodaei, "Robust linear architecture for active/reactive power scheduling of EV integrated smart distribution networks," Electric Power System Research, vol. 155, pp. 8-20, 2018. [DOI:10.1016/j.epsr.2017.09.021]
25. [25] A. Askarzadeh, "A novel metaheuristic method for solving constrained engineering optimization problems: Crow search algorithm," Computers and Structures, vol. 169, pp. 1-12, 2016. [DOI:10.1016/j.compstruc.2016.03.001]
26. [26] S.A. Mirjalili, S.M. Mirjalili, A. Lewis, "Grey Wolf Optimizer," Advances in Engineering Software, vol. 69, pp. 46-61, 2014. [DOI:10.1016/j.advengsoft.2013.12.007]
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