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Cuckoo Search Algorithm for Network Reconfiguration and Optimal Capacitor Allocation | ||
| Journal of Modeling and Simulation in Electrical and Electronics Engineering | ||
| دوره 3، شماره 2 - شماره پیاپی 12، آبان 2023، صفحه 45-51 اصل مقاله (617.59 K) | ||
| نوع مقاله: Research Article | ||
| شناسه دیجیتال (DOI): 10.22075/mseee.2025.34623.1168 | ||
| نویسنده | ||
| Ahmadreza Abdollahi Chirani* | ||
| Faculty of Engineering, University of Guilan, Rasht, Iran. | ||
| تاریخ دریافت: 10 تیر 1403، تاریخ بازنگری: 08 شهریور 1403، تاریخ پذیرش: 17 دی 1403 | ||
| چکیده | ||
| The efficient operation of electrical distribution systems is critical in modern industry, as it directly impacts the reliability, stability, and cost-effectiveness of delivering electricity to consumers. Capacitors are included in radial distribution systems to improve voltage profile and minimize losses by providing reactive power. Consequently, losses are reduced as the reactive power flow component is compensated. Furthermore, re-configuration of the distribution network, which involves altering the open/closed status of switches, is a vital approach that affects the steady flow of electricity through the network. Network reconfiguration and optimal capacitor placement are essential techniques for enhancing the performance of the distribution networks. This study utilizes the Cuckoo Search Algorithm (CSA) to solve the problems of network reconfiguration and optimal capacitor placement. The primary objective is to minimize power losses while ensuring that the voltage profile and reliability of the distribution system satisfy industry-level standards. The proposed method was tested on the IEEE 33 bus network. Five different scenarios were considered. The simulations were conducted in MATLAB software. The acquired improvements in the power loss reduction and voltage profile corroborate the effectiveness of this novel approach. Compared to previously explored methods, the results of the proposed scheme for solving optimal capacitor placement and network reconfiguration individually were found to be more effective in terms of reducing power loss (3.12% and 4.02%, respectively). | ||
| کلیدواژهها | ||
| Optimal capacitor placement and sizing؛ Optimal reconfiguration؛ Power loss reduction؛ Power distribution network؛ Cuckoo Search Algorithm (CSA) | ||
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| مراجع | ||
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[1] H. Lotfi, "Multi-Objective Network Reconfiguration and Allocation of Capacitor Units in Radial Distribution System Using an Enhanced Artificial Bee Colony Optimization," Electric Power Components and Systems, vol. 49, no. 13-14, pp. 1130-1142, 2022/05/11 2022, doi: 10.1080/15325008.2022.2049661.
[2] K. S, N. K, G. Sharma, P. N. Bokoro, E. Çelik, and E. Bekiroglu, "Power Loss Minimization through Reconfiguration Using BPSO-Based Technique," Electric Power Components and Systems, vol. 51, no. 18, pp. 2148-2158, 2023/11/08 2023, doi: 10.1080/15325008.2023.2211573.
[3] I. Dey and P. K. Roy, "Simultaneous network reconfiguration and DG allocation in radial distribution networks using an arithmetic optimization algorithm," International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, vol. 36, no. 6, p. e3105, 2023, doi: https://doi.org/10.1002/jnm.3105.
[4] A. Abdollahi Chirani and A. Karami, "Investigation of the Impact of SSSC-Based FLC on the Stability of Power Systems Connected to Wind Farms," International Transactions on Electrical Energy Systems, vol. 2024, p. 1074029, 2024/05/22 2024, doi: 10.1155/2024/1074029.
[5] A. Abdollahi Chirani and A. Karami, "Investigation of the impact of SSSC on the stability of the power system connected to wind turbines based on SCIG and DFIG," Journal of Renewable and New Energy, pp. 78-87, 2024.
[6] E. S. Jones, N. Jewell, Y. Liao, and D. M. Ionel, "Optimal Capacitor Placement and Rating for Large-Scale Utility Power Distribution Systems Employing Load-Tap-Changing Transformer Control," IEEE Access, vol. 11, pp. 19324-19338, 2023, doi: 10.1109/ACCESS.2023.3244572.
[7] M. J. Tahir, M. B. Rasheed, and M. K. Rahmat, "Optimal Placement of Capacitors in Radial Distribution Grids via Enhanced Modified Particle Swarm Optimization," Energies, vol. 15, no. 7, p. 2452, 2022. [Online]. Available: https://www.mdpi.com/1996-1073/15/7/2452.
[8] S. P. Singh, G. S. Raju, G. K. Rao, and M. Afsari, "A heuristic method for feeder reconfiguration and service restoration in distribution networks," International Journal of Electrical Power & Energy Systems, vol. 31, no. 7, pp. 309-314, 2009/09/01/ 2009, doi: https://doi.org/10.1016/j.ijepes.2009.03.013.
[9] M. Mahdavi, H. H. Alhelou, N. D. Hatziargyriou, and F. Jurado, "Reconfiguration of Electric Power Distribution Systems: Comprehensive Review and Classification," IEEE Access, vol. 9, pp. 118502-118527, 2021, doi: 10.1109/ACCESS.2021.3107475.
[10] R. Hasanpour, B. M. Kalesar, J. B. Noshahr, and P. Farhadi, "Reconfiguration of smart distribution network considering variation of load and local renewable generation," in 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 6-9 June 2017 2017, pp. 1-5, doi: 10.1109/EEEIC.2017.7977556.
[11] Z. Z, H. E. L, and W. U. S, "Reconfiguration Strategy of Multi-objective Optimal Dispatching with Distributed Generation," in 2020 10th International Conference on Power and Energy Systems (ICPES), 25-27 Dec. 2020 2020, pp. 99-103, doi: 10.1109/ICPES51309.2020.9349727.
[12] D.-L. Duan, X.-D. Ling, X.-Y. Wu, and B. Zhong, "Reconfiguration of a distribution network for loss reduction and reliability improvement based on an enhanced genetic algorithm," International Journal of Electrical Power & Energy Systems, vol. 64, pp. 88-95, 2015/01/01/ 2015, doi: https://doi.org/10.1016/j.ijepes.2014.07.036.
[13] R. S. Rao, K. Ravindra, K. Satish, and S. V. L. Narasimham, "Power Loss Minimization in Distribution System Using Network Reconfiguration in the Presence of Distributed Generation," IEEE Transactions on Power Systems, vol. 28, no. 1, pp. 317-325, 2013, doi: 10.1109/TPWRS.2012.2197227.
[14] H. N. Ng, M. M. A. Salama, and A. Y. Chikhani, "Classification of capacitor allocation techniques," IEEE Transactions on Power Delivery, vol. 15, no. 1, pp. 387-392, 2000, doi: 10.1109/61.847278.
[15] Y. G. Bae, "Analytical Method of Capacitor Allocation on Distribution Primary Feeders," IEEE Transactions on Power Apparatus and Systems, vol. PAS-97, no. 4, pp. 1232-1238, 1978, doi: 10.1109/TPAS.1978.354605.
[16] J. V. Schmill, "Optimum Size and Location of Shunt Capacitors on Distribution Feeders," IEEE Transactions on Power Apparatus and Systems, vol. 84, no. 9, pp. 825-832, 1965, doi: 10.1109/TPAS.1965.4766262.
[17] T. T. Nguyen and A. V. Truong, "Distribution network reconfiguration for power loss minimization and voltage profile improvement using cuckoo search algorithm," International Journal of Electrical Power & Energy Systems, vol. 68, pp. 233-242, 2015/06/01/ 2015, doi: https://doi.org/10.1016/j.ijepes.2014.12.075.
[18] M. Sedighizadeh, M. Dakhem, M. Sarvi, and H. H. Kordkheili, "Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization," International Journal of Energy and Environmental Engineering, vol. 5, no. 1, p. 73, 2014/03/14 2014, doi: 10.1007/s40095-014-0073-9.
[19] M. R. Babu, C. V. Kumar, and S. Anitha, "Simultaneous Reconfiguration and Optimal Capacitor Placement Using Adaptive Whale Optimization Algorithm for Radial Distribution System," Journal of Electrical Engineering & Technology, vol. 16, no. 1, pp. 181-190, 2021/01/01 2021, doi: 10.1007/s42835-020-00593-5.
[20] C.-T. Su and C.-S. Lee, "Feeder reconfiguration and capacitor setting for loss reduction of distribution systems," Electric Power Systems Research, vol. 58, no. 2, pp. 97-102, 2001/06/21/ 2001, doi: https://doi.org/10.1016/S0378-7796(01)00124-9.
[21] A. N. Hussain, W. K. Shakir Al-Jubori, and H. F. Kadom, "Hybrid Design of Optimal Capacitor Placement and Reconfiguration for Performance Improvement in a Radial Distribution System," Journal of Engineering, vol. 2019, p. 1696347, 2019/12/31 2019, doi: 10.1155/2019/1696347.
[22] A. Hadaeghi and A. A. Chirani, "Distribution Networks Reconfiguration for Power Loss Reduction and Voltage Profile Improvement Using Hybrid TLBO-BH Algorithm," Iraqi Journal for Electrical and Electronic Engineering IJEEE, 2022.
[23] C. F. Chang, "Reconfiguration and Capacitor Placement for Loss Reduction of Distribution Systems by Ant Colony Search Algorithm," IEEE Transactions on Power Systems, vol. 23, no. 4, pp. 1747-1755, 2008, doi: 10.1109/TPWRS.2008.2002169.
[24] A. Abdollahi Chirani, "The use of Grey Wolf Optimization technique in identifying the optimal location and capacity of STATCOM," Majlesi Journal of Electrical Engineering, 2024.
[25] M. Abujubbeh, M. Fahrioglu, and F. Al-Turjman, "Power loss reduction and voltage enhancement via distributed photovoltaic generation: A case study in North Cyprus," Computers and Electrical Engineering, vol. 95, p. 107432, 2021.
[26] K. R. Devabalaji, K. Ravi, and D. P. Kothari, "Optimal location and sizing of capacitor placement in radial distribution system using Bacterial Foraging Optimization Algorithm," International Journal of Electrical Power & Energy Systems, vol. 71, pp. 383-390, 2015/10/01/ 2015, doi: https://doi.org/10.1016/j.ijepes.2015.03.008.
[27] M. Assadian, M. M. Farsangi, and H. Nezamabadi-pour, "GCPSO in cooperation with graph theory to distribution network reconfiguration for energy saving," Energy Conversion and Management, vol. 51, no. 3, pp. 418-427, 2010/03/01/ 2010, doi: https://doi.org/10.1016/j.enconman.2009.10.003.
[28] A. A. Abou El-Ela, R. A. El-Sehiemy, A.-M. Kinawy, and M. T. Mouwafi, "Optimal capacitor placement in distribution systems for power loss reduction and voltage profile improvement," IET Generation, Transmission & Distribution, vol. 10, no. 5, pp. 1209-1221, 2016, doi: https://doi.org/10.1049/iet-gtd.2015.0799.
[29] X. S. Yang and D. Suash, "Cuckoo Search via Lévy flights," in 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC), 9-11 Dec. 2009 2009, pp. 210-214, doi: 10.1109/NABIC.2009.5393690.
[30] T. T. Nguyen, D. N. Vo, and A. V. Truong, "Cuckoo search algorithm for short-term hydrothermal scheduling," Applied Energy, vol. 132, pp. 276-287, 2014/11/01/ 2014, doi: https://doi.org/10.1016/j.apenergy.2014.07.017.
[31] T. T. Nguyen and T. T. Nguyen, "An improved cuckoo search algorithm for the problem of electric distribution network reconfiguration," Applied Soft Computing, vol. 84, p. 105720, 2019/11/01/ 2019, doi: https://doi.org/10.1016/j.asoc.2019.105720.
[32] G. Namachivayam, C. Sankaralingam, S. K. Perumal, and S. T. Devanathan, "Reconfiguration and Capacitor Placement of Radial Distribution Systems by Modified Flower Pollination Algorithm," Electric Power Components and Systems, vol. 44, no. 13, pp. 1492-1502, 2016/08/08 2016, doi: 10.1080/15325008.2016.1172281.
[33] R. S. Rao, "A Hybrid Approach for Loss Reduction in Distribution Systems using Harmony Search Algorithm," World Academy of Science, Engineering, and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering, vol. 4, pp. 557-563, 2010.
[34] S. Kola Sampangi and J. Thangavelu, "Optimal capacitor allocation in distribution networks for minimization of power loss and overall cost using water cycle algorithm and grey wolf optimizer," International Transactions on Electrical Energy Systems, vol. 30, no. 5, p. e12320, 2020, doi: https://doi.org/10.1002/2050-7038.12320.
[35] Y. Mohamed Shuaib, M. Surya Kalavathi, and C. Christober Asir Rajan, "Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm," International Journal of Electrical Power & Energy Systems, vol. 64, pp. 384-397, 2015/01/01/ 2015, doi: https://doi.org/10.1016/j.ijepes.2014.07.041.
[36] H. K. Pujari and M. Rudramoorthy, "Grey wolf optimization algorithm for solving distribution network reconfiguration considering distributed generators simultaneously," International Journal of Sustainable Energy, vol. 41, no. 11, pp. 2121-2149, 2022/12/01 2022, doi: 10.1080/14786451.2022.2134383.
[37] J. Z. Zhu, "Optimal reconfiguration of electrical distribution network using the refined genetic algorithm," Electric Power Systems Research, vol. 62, no. 1, pp. 37-42, 2002/05/28/ 2002, doi: https://doi.org/10.1016/S0378-7796(02)00041-X.
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