Solving the Economic Scheduling of Grid-Connected Microgrid Based on the Strength Pareto Approach

Seruca, Manuel and Mota, Andrade and Rodrigues, David (2019): Solving the Economic Scheduling of Grid-Connected Microgrid Based on the Strength Pareto Approach.

Abstract

This paper focuses on the operation of a microgrd which is connected to the main grid and can exchange power with it. To do so, the problem is modeled using mixed-integer linear programming (MILP). In the next step, an evolutionary algorithm known as Strength Perto Algorithm (SPA) is utilized to solve the model. In the end, the performance accuracy of the method is tested on a modified IEEE 69 bus test system.

• Item Type: MPRA Paper
• Language: English
• Keywords: Microgrid, Distribution Grids, Optimization, Economic Scheduling
• Subjects: A - General Economics and Teaching > A1 - General Economics; A - General Economics and Teaching > A1 - General Economics > A10 - General; L - Industrial Organization > L0 - General; L - Industrial Organization > L5 - Regulation and Industrial Policy; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development; O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity; P - Economic Systems > P0 - General

References

[1] Dabbaghjamanesh, Morteza, Boyu Wang, Abdollah Kavousi-Fard, Shahab Mehraeen, Nikos D. Hatziargyriou, Dimitris Trakas, and Farzad Ferdowsi. "A Novel Two-Stage Multi-Layer Constrained Spectral Clustering Strategy for Intentional Islanding of Power Grids." IEEE Transactions on Power Delivery (2019).

[2] Dabbaghjamanesh, Morteza, Abdollah Kavousifard, 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." IEEE Transactions on Industrial Informatics (2019).

[3] A. Azarang, H. E. Manoochehri, and N. Kehtarnavaz, "Convolutional autoencoder-based multispectral image fusion," in IEEE Access, vol. 7, pp.35673-35683, Apr. 2019.

[4] A. Azarang, S. Kamaei, M. Miri, and M.H. Asemani, "A new fractional-order chaotic system and its synchronization via Lyapunov and improved Laplacian-based method," in Optik, vol. 127, no. 24, pp.11717-11731, Dec. 2016.

[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] 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.

[7] Dabbaghjamanesh, Morteza. "Stochastic Energy Management of Reconfigurable Power Grids in the Presence of Renewable Energy by Considering Practical Limitations." (2019).

[8] 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.

[9] 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.

[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] Jiang, Quanyuan, Meidong Xue, and Guangchao Geng. "Energy management of microgrid in grid-connected and stand-alone modes." IEEE transactions on power systems 28, no. 3 (2013): 3380-3389.

[13] Najy, Waleed KA, Hatem H. Zeineldin, and Wei Lee Woon. "Optimal protection coordination for microgrids with grid-connected and islanded capability." IEEE Transactions on industrial electronics 60, no. 4 (2012): 1668-1677.

[14] Al-Saedi, Waleed, Stefan W. Lachowicz, Daryoush Habibi, and Octavian Bass. "Power flow control in grid-connected microgrid operation using Particle Swarm Optimization under variable load conditions." International Journal of Electrical Power & Energy Systems 49 (2013): 76-85.

[15] Savaghebi, Mehdi, Juan C. Vasquez, Alireza Jalilian, Josep M. Guerrero, and Tzung-Lin Lee. "Selective compensation of voltage harmonics in grid-connected microgrids." Mathematics and Computers in Simulation 91 (2013): 211-228.

[16] 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 (2018): 1552-1564.

[17] 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.

[18] Wang, Boyu, Morteza Dabbaghjamanesh, Abdollah Kavousi Fard, and Shahab Mehraeen. "Cybersecurity Enhancement of Power Trading Within the Networked Microgrids Based on Blockchain and Directed Acylic Graph Approach." IEEE Transactions on Industry Applications (2019).

[19] Ferdowsi, Farzad, Morteza Dabbaghjamanesh, Shahab Mehraeen, and Mohammad Rastegar. "Optimal Scheduling of Reconfigurable Hybrid AC/DC Microgrid Under DLR Security Constraint." In 2019 IEEE Green Technologies Conference (GreenTech), pp. 1-5. IEEE, 2019.

[20] Zitzler, Eckart, and Lothar Thiele. "An evolutionary algorithm for multiobjective optimization: The strength pareto approach." TIK-report 43 (1998).

[21] 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.

[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] Razavi Arab, Azadeh, Haghshenas, S. A. (2014): Applying a Combination of Numerical Simulations, Tracing Sediment Indicators and Satellite Imagery Analysis to Investigate Morphodynamic Changes in Mond Coastal Area, the Persian Gulf, 17th Physics of Estuaries and Coastal Seas (PECS) Conference, Porto de Galinhas, Pernambuco, Brazil, 19-24 October 2014.

[24] 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.

[25] Zhang, Yan, Fanlin Meng, Rui Wang, Behzad Kazemtabrizi, and Jianmai Shi. "Uncertainty-resistant Stochastic MPC Approach for Optimal Operation of CHP Microgrid." Energy(2019).

[26] 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.

[27] A. Azarang, M. Miri, S. Kamaei, and M.H. Asemani, "Nonfragile fuzzy output feedback synchronization of a new chaotic system: design and implementation," in Journal of Computational and Nonlinear Dynamics, vol. 13, no. 1, p.011008, Jan. 2018.

[28] Razaviarabi, Azadeh, Afshin Danehkar, S. Masoud Monavari, and S. Abbas Haghshenas. "Monitoring Coral Ecosystems in Naiband Bay, the Persian Gulf." Caspian Journal of Applied Sciences Research 2, no. 9 (2013).

[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).

[33]Reza Bagherian Azhiri, Jalal Fathi Sola, Ramin Mehdizad Tekiyeh, Farid Javidpour, Abolfaz Salmani Bideskan, “Analyzing of joint strength, impact energy, and angular distortion of the ABS friction stir welded joints reinforced by nanosilica addition”, The International Journal of Advanced Manufacturing Technology, February 2019, Volume 100, Issue 9–12, pp 2269–2282.

[34]Reza Bagherian Azhiri, Abolfazl Salmani Bideskan, Farid Javidpour, Ramin Mehdizad Tekiyeh, “Study on material removal rate, surface quality, and residual stress of AISI D2 tool steel in electrical discharge machining in presence of ultrasonic vibration effect”, The International Journal of Advanced Manufacturing Technology, April 2019, Volume 101, Issue 9–12, pp 2849–2860

[35] Azizi, SeyedSoroosh. "Altruism: primary motivation of remittances." Applied Economics Letters 24, no. 17 (2017): 1218-1221.

[36] Azizi, SeyedSoroosh. "The impacts of workers' remittances on human capital and labor supply in developing countries." Economic Modelling 75 (2018): 377-396.

[37] Azizi, S. (2019). Why do migrants remit?. The World Economy, 42(2), 429-452.