Microgrid Economic Operation Under Islanded Mode Using Charge System Search Algorithm

Tavaro, Mehdi and Noori, Ehsan and Khazei, Ehsan and Bardideh, Farhad (2019): Microgrid Economic Operation Under Islanded Mode Using Charge System Search Algorithm.

Abstract

This paper proposes a new heuristic algorithm which is known as the charge system search algorithm (CSSA) for optimal power scheduling of islanded microgrid (MG). This technique is tested on the IEEE 33 bus test system. Also, to speed up the algorithm, a new mutation operator is designed. Results demonstrate the high efficiency of the proposed technique.

• Item Type: MPRA Paper
• Language: English
• Keywords: Power system operation, power system market, power system economic, industrial economic
• 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; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development

References

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

[2] 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.

[3] Simpson-Porco, John W., Florian Dörfler, and Francesco Bullo. "Synchronization and power sharing for droop-controlled inverters in islanded microgrids." Automatica 49, no. 9 (2013): 2603-2611.

[4] Simpson-Porco, John W., Qobad Shafiee, Florian Dörfler, Juan C. Vasquez, Josep M. Guerrero, and Francesco Bullo. "Secondary frequency and voltage control of islanded microgrids via distributed averaging." IEEE Transactions on Industrial Electronics 62, no. 11 (2015): 7025-7038.

[5] 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).

[6] 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.

[7] 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.

[8] Nikkhajoei, Hassan, and Robert H. Lasseter. "Microgrid protection." In 2007 IEEE Power Engineering Society General Meeting, pp. 1-6. IEEE, 2007.

[9] Rokrok, Ebrahim, and Mohamad Esmail Hamedani Golshan. "Adaptive voltage droop scheme for voltage source converters in an islanded multibus microgrid." IET generation, transmission & distribution 4, no. 5 (2010): 562-578.

[10] 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.

[11] Carvalho, Rodrigo de, Rodney Rezende Saldanha, B. N. Gomes, Adriano Chaves Lisboa, and A. X. Martins. "A multi-objective evolutionary algorithm based on decomposition for optimal design of Yagi-Uda antennas." IEEE Transactions on Magnetics 48, no. 2 (2012): 803-806.

[12] 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.

[13] 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).

[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] Gil, Nuno José, and JA Peças Lopes. "Hierarchical frequency control scheme for islanded multi-microgrids operation." In 2007 IEEE Lausanne Power Tech, pp. 473-478. IEEE, 2007.

[17] Abdelaziz, Morad Mohamed Abdelmageed, Hany E. Farag, Ehab F. El-Saadany, and Yasser Abdel-Rady I. Mohamed. "A novel and generalized three-phase power flow algorithm for islanded microgrids using a newton trust region method." IEEE Transactions on Power Systems 28, no. 1 (2012): 190-201.

[18] Kaveh, A., and K. Laknejadi. "A novel hybrid charge system search and particle swarm optimization method for multi-objective optimization." Expert Systems with Applications 38, no. 12 (2011): 15475-15488.

[19] Deep, Kusum, and Manoj Thakur. "A new mutation operator for real coded genetic algorithms." Applied mathematics and Computation 193, no. 1 (2007): 211-230.