Khazaei, Ehsan and Jamaledini, Ashkan (2019): Optimal Operation of Islanded Microgrid Operation Based on the JAYA Optimization Algorithm.
PDF
MPRA_paper_94279.pdf Download (405kB) |
Abstract
Islanded microgrid (MG) is one of the most important challenges in the power system operation as the network can be safe and disconnected from the conjected area. Also, in the case that the market price is high, the islanded MG can have a lower operational cost by islanding from the main grid. However, optimal operation of the islanded MG is very challenging as the MG is a nonlinear problem. Hence, this paper proposed a new heuristic method known as the JAYA optimization algorithm to solve the problem. Finally, the proposed model is examined on a modified IEEE 30 bus test network to show the merit of the model.
Item Type: | MPRA Paper |
---|---|
Original Title: | Optimal Operation of Islanded Microgrid Operation Based on the JAYA Optimization Algorithm |
English Title: | Optimal Operation of Islanded Microgrid Operation Based on the JAYA Optimization Algorithm |
Language: | English |
Keywords: | Power system operation, energy management, electricity market, power trading |
Subjects: | A - General Economics and Teaching > A1 - General Economics G - Financial Economics > G0 - General G - Financial Economics > G1 - General Financial Markets G - Financial Economics > G1 - General Financial Markets > G10 - General O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O10 - General |
Item ID: | 94279 |
Depositing User: | Dr. Ehsan Khazaei |
Date Deposited: | 07 Jun 2019 09:09 |
Last Modified: | 27 Sep 2019 17:50 |
References: | [1] Dabbaghjamanesh, M., A. Moeini, M. Ashkaboosi, P. Khazaei, and K. Mirzapalangi. "High Performance Control of Grid Connected Cascaded H-Bridge Active Rectifier Based on Type II-Fuzzy Logic Controller with Low Frequency Modulation Technique." International Journal of Electrical & Computer Engineering (2088-8708) 6, no. 2 (2016). [2] Ashkaboosi, Maryam, Seyed Mehdi Nourani, Peyman Khazaei, Morteza Dabbaghjamanesh, and Amirhossein Moeini. "An optimization technique based on profit of investment and market clearing in wind power systems." American Journal of Electrical and Electronic Engineering 4, no. 3 (2016): 85-91. [3] Zhang, Yan, Fanlin Meng, Rui Wang, Behzad Kazemtabrizi, and Jianmai Shi. "Uncertainty-resistant Stochastic MPC Approach for Optimal Operation of CHP Microgrid." Energy(2019). [4] Chen, Yahong, Changhong Deng, Weiwei Yao, Ning Liang, Pei Xia, Peng Cao, Yiwang Dong et al. "Impacts of stochastic forecast errors of renewable energy generation and load demands on microgrid operation." Renewable Energy 133 (2019): 442-461. [5] Pourbehzadi, Motahareh, Taher Niknam, Jamshid Aghaei, Geev Mokryani, Miadreza Shafie-khah, and João PS Catalão. "Optimal operation of hybrid AC/DC microgrids under uncertainty of renewable energy resources: A comprehensive review." International Journal of Electrical Power & Energy Systems 109 (2019): 139-159. [6] Rakhshan, Mohsen, Navid Vafamand, Mokhtar Shasadeghi, Morteza Dabbaghjamanesh, and Amirhossein Moeini. "Design of networked polynomial control systems with random delays: sum of squares approach." International Journal of Automation and Control 10, no. 1 (2016): 73-86. [7] Khazaei, P., S. M. Modares, M. Dabbaghjamanesh, M. Almousa, and A. Moeini. "A high efficiency DC/DC boost converter for photovoltaic applications." International Journal of Soft Computing and Engineering (IJSCE) 6, no. 2 (2016): 2231-2307. [8] Khazaei, Peyman, Morteza Dabbaghjamanesh, Ali Kalantarzadeh, and Hasan Mousavi. "Applying the modified TLBO algorithm to solve the unit commitment problem." In 2016 World Automation Congress (WAC), pp. 1-6. IEEE, 2016. [9] Dabbaghjamanesh, Morteza, Abdollah Kavousi-Fard, and Shahab Mehraeen. "Effective scheduling of reconfigurable microgrids with dynamic thermal line rating." IEEE Transactions on Industrial Electronics 66, no. 2 (2019): 1552-1564. [10] Dabbaghjamanesh, Morteza, Shahab Mehraeen, Abdollah Kavousifard, and Mosayeb Afshari Igder. "Effective scheduling operation of coordinated and uncoordinated wind-hydro and pumped-storage in generation units with modified JAYA algorithm." In 2017 IEEE Industry Applications Society Annual Meeting, pp. 1-8. IEEE, 2017. [11] Dabbaghjamanesh, Morteza, Shahab Mehraeen, Abdollah Kavousi-Fard, and Farzad Ferdowsi. "A New Efficient Stochastic Energy Management Technique for Interconnected AC Microgrids." In 2018 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2018. [12] Tsikalakis, Antonis G., and Nikos D. Hatziargyriou. "Centralized control for optimizing microgrids operation." In 2011 IEEE power and energy society general meeting, pp. 1-8. IEEE, 2011. [13] Dimeas, Aris L., and Nikos D. Hatziargyriou. "Operation of a multiagent system for microgrid control." IEEE Transactions on Power systems 20, no. 3 (2005): 1447-1455. [14] Olivares, Daniel E., Ali Mehrizi-Sani, Amir H. Etemadi, Claudio A. Cañizares, Reza Iravani, Mehrdad Kazerani, Amir H. Hajimiragha et al. "Trends in microgrid control." IEEE Transactions on smart grid 5, no. 4 (2014): 1905-1919. [15] Basak, Prasenjit, A. K. Saha, S. Chowdhury, and S. P. Chowdhury. "Microgrid: Control techniques and modeling." In 2009 44th International Universities Power Engineering Conference (UPEC), pp. 1-5. IEEE, 2009. [16] Taherzadeh, Erfan, Morteza Dabbaghjamanesh, Mohsen Gitizadeh, and Akbar Rahideh. "A new efficient fuel optimization in blended charge depletion/charge sustenance control strategy for plug-in hybrid electric vehicles." IEEE Transactions on Intelligent Vehicles 3, no. 3 (2018): 374-383. [17] Tajalli, Seyede Zahra, Seyed Ali Mohammad Tajalli, Abdollah Kavousi-Fard, Taher Niknam, Morteza Dabbaghjamanesh, and Shahab Mehraeen. "A Secure Distributed Cloud-Fog Based Framework for Economic Operation of Microgrids." In 2019 IEEE Texas Power and Energy Conference (TPEC), pp. 1-6. IEEE, 2019. [18] Dabbaghjamanesh, Morteza. "Stochastic Energy Management of Reconfigurable Power Grids in the Presence of Renewable Energy by Considering Practical Limitations." (2019). [19] Taherzadeh, Erfan, Shahram Javadi, and Morteza Dabbaghjamanesh. "New Optimal Power Management Strategy for Series Plug-In Hybrid Electric Vehicles." International Journal of Automotive Technology 19, no. 6 (2018): 1061-1069. [20] Sayed, Gehad Ismail, Aboul Ella Hassanien, and Ahmad Taher Azar. "Feature selection via a novel chaotic crow search algorithm." Neural Computing and Applications 31, no. 1 (2019): 171-188. [21] Razavi Arab, Azadeh, S. Abbas Haghshenas, and Farzin Samsami. "Sediment transport and morphodynamic changes in Ziarat Estuary and Mond River Delta, the Persian Gulf." In EGU General Assembly Conference Abstracts, vol. 16. 2014. [22] HAGHSHENAS, SEYED ABBAS, and ARAB AZADEH RAZAVI. "APPLICATION OF SEDIMENT CONSTITUENT ANALYSIS FOR CHARACTERIZING LONGSHORE SEDIMENT TRANSPORT, CASE STUDY OF RAMIN PORT-IRANIAN COASTLINE OF THE OMAN SEA." (2014). [23] Arab, Azadeh Razavi, Afshin Danehkar, S. Abbas Haghshenas, and Gita B. Ebrahimi. "ASSESSMENT OF COASTAL DEVELOPMENT IMPACTS ON CORAL ECOSYSTEMS IN NAIBAND BAY, THE PERSIAN GULF." Coastal Engineering Proceedings 1, no. 33 (2012): 31. [24] Haghshenas, S. Abbas, Azadeh Razavi Arab, Arash Bakhtiari, Morteza Jedari Attari, and Michael John Risk. "Decadal Evolution of Mond River Delta, the Persian Gulf." Journal of Coastal Research 75, no. sp1 (2016): 805-810. [25] Kamali, Rahim, Peyman Khazaei, Pouya Banizamani, and Salar Saadatian. "Stochastic Unit Generation Maintenance Scheduling Considering Renewable Energy and Network Constraints." In 2018 World Automation Congress (WAC), pp. 1-6. IEEE, 2018. [26] Kavousi-Fard, Abdollah, Haidar Samet, and Fatemeh Marzbani. "A new hybrid modified firefly algorithm and support vector regression model for accurate short term load forecasting." Expert systems with applications 41, no. 13 (2014): 6047-6056. [27] Dabbaghjamanesh, Morteza, Abdollah Kavousi-Fard, Shahab Mehraeen, Jie Zhang, and Zhao Yang Dong. "Sensitivity Analysis of Renewable Energy Integration on Stochastic Energy Management of Automated Reconfigurable Hybrid AC-DC Microgrid Considering DLR Security Constraint." [28] Azadeh, Razavi Arab, S. Abbas Haghshenas, Farzin Samsami, and Michael John Risk. "Traces of sediment origin in rheological behaviour of mud samples taken from the North-Western Persian Gulf." In BOOK OF ABSTRACTS. 2015. [29] Razavi Arab, Azadeh, S. Abbas Haghshenas, and Homayoun Zaker. "Deep water current velocity data in the Persian Gulf." In EGU General Assembly Conference Abstracts, vol. 17. 2015. [30] Ghaffari, Saeed, and Maryam Ashkaboosi. "Applying Hidden Markov Model Baby Cry Signal Recognition Based on Cybernetic Theory." IJEIR 5: 243-247. [31] Ashkaboosi, Maryam, Farnoosh Ashkaboosi, and Seyed Mehdi Nourani. "The Interaction of Cybernetics and Contemporary Economic Graphic Art as" Interactive Graphics"." (2016). [32] Ghaffari, Saeed, and M. Ashkaboosi. "Applying Hidden Markov M Recognition Based on C." (2016). |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/94279 |