Modified Charged System Search Algorithm for Economic Optimal Scheduling of Microgrid in Grid-Connected Mode

Jamaledini, Ashkan and Soltani, Ali and Khazaei, Ehsan (2019): Modified Charged System Search Algorithm for Economic Optimal Scheduling of Microgrid in Grid-Connected Mode.

Abstract

This paper presents a new heuristic algorithm famous as charged system search algorithm for optimal operation of the microgrids (MGs) in the grid-connected mode. The algorithm is also being modified based on a mutation operator technique to speed up its convergence speed. Finally, the model is examined on IEEE 69 bus test system.

• Item Type: MPRA Paper
• Language: English
• Keywords: Power system economics, power system market, power system operation and energy management, industrial economics
• Subjects: A - General Economics and Teaching > A1 - General Economics; C - Mathematical and Quantitative Methods > C0 - General; H - Public Economics > H0 - General; L - Industrial Organization > L0 - General; L - Industrial Organization > L6 - Industry Studies: Manufacturing; P - Economic Systems > P0 - General

References

[1] Vasquez, Juan C., Josep M. Guerrero, Alvaro Luna, Pedro Rodríguez, and Remus Teodorescu. "Adaptive droop control applied to voltage-source inverters operating in grid-connected and islanded modes." IEEE transactions on industrial electronics 56, no. 10 (2009): 4088-4096.

[2] 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.

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

[4] 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.

[5] 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.

[6] 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.

[7] 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.

[8] Zeineldin, H. H., E. F. El-Saadany, and M. M. A. Salama. "Distributed generation micro-grid operation: Control and protection." In 2006 Power Systems Conference: Advanced Metering, Protection, Control, Communication, and Distributed Resources, pp. 105-111. IEEE, 2006.

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

[10] 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.

[11] Fathi, Mohammad, and Hassan Bevrani. "Statistical cooperative power dispatching in interconnected microgrids." IEEE Transactions on Sustainable Energy 4, no. 3 (2013): 586-593.

[12] Kaveh, A., and S. Talatahari. "A novel heuristic optimization method: charged system search." Acta Mechanica 213, no. 3-4 (2010): 267-289.

[13] Kavousi-Fard, Abdollah, Morteza Dabbaghjamanesh, Jie Zhang, and Omid Avatefipour. "Superconducting Fault Current Limiter Allocation in Reconfigurable Smart Grids." arXiv preprint arXiv:1905.02324 (2019).

[14] 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).

[15] Saberi, Hossein, Shahab Mehraeen, and Boyu Wang. "Stability improvement of microgrids using a novel reduced UPFC structure via nonlinear optimal control." In 2018 IEEE Applied Power Electronics Conference and Exposition (APEC), pp. 3294-3300. IEEE, 2018.

[16] Dabbaghjamanesh, Morteza, Boyu Wang, Shahab Mehraeen, Jie Zhang, and Abdollah Kavousi-Fard. "Networked Microgrid Security and Privacy Enhancement By the Blockchain-enabled Internet of Things Approach." In 2019 IEEE Green Technologies Conference (GreenTech), pp. 1-5. IEEE, 2019.

[17] 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).

[18] Radwan, Amr Ahmed A., and Yasser Abdel-Rady I. Mohamed. "Analysis and active-impedance-based stabilization of voltage-source-rectifier loads in grid-connected and isolated microgrid applications." IEEE Transactions on Sustainable Energy 4, no. 3 (2013): 563-576.

[19] Hafez, Omar, and Kankar Bhattacharya. "Optimal planning and design of a renewable energy based supply system for microgrids." Renewable Energy 45 (2012): 7-15.