17
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Enhancing Distribution Network Efficiency with Andean Condor Algorithm-Driven Optimal Placement of Distributed Generation and Network Reconfiguration

, , &
Received 14 Aug 2023, Accepted 31 Mar 2024, Published online: 23 Apr 2024

References

  • M. R. Elkadeem, M. Abd Elaziz, Z. Ullah, S. Wang, and S. W. Sharshir, “Optimal planning of renewable energy-integrated distribution system considering uncertainties,” IEEE Access., vol. 7, pp. 164887–164907, 2019. DOI: 10.1109/ACCESS.2019.2947308.
  • N. C. Koutsoukis, D. O. Siagkas, P. S. Georgilakis, and N. D. Hatziargyriou, “Online reconfiguration of active distribution networks for maximum integration of distributed generation,” IEEE Trans. Automat. Sci. Eng., vol. 14, no. 2, pp. 437–448, 2017. DOI: 10.1109/TASE.2016.2628091.
  • M. A. Muhammad, H. Mokhlis, K. Naidu, A. Amin, J. F. Franco, and M. Othman, “Distribution network planning enhancement via network reconfiguration and DG integration using dataset approach and water cycle algorithm,” J. Modern Power Syst. Clean Energy., vol. 8, no. 1, pp. 86–93, 2020. DOI: 10.35833/MPCE.2018.000503.
  • H. Xing and X. Sun, “Distributed generation locating and sizing in active distribution network considering network reconfiguration,” IEEE Access., vol. 5, pp. 14768–14774, 2017. DOI: 10.1109/ACCESS.2017.2732353.
  • Y. Takenobu, N. Yasuda, S. Kawano, S. Minato, and Y. Hayashi, “Evaluation of annual energy loss reduction based on reconfiguration scheduling,” IEEE Trans. Smart Grid., vol. 9, no. 3, pp. 1986–1996, 2018. DOI: 10.1109/TSG.2016.2604922.
  • M. Mahdavi, H. H. Alhelou, N. D. Hatziargyriou, and A. Al-Hinai, “An Efficient Mathematical Model for Distribution System Reconfiguration Using AMPL,” IEEE Access., vol. 9, pp. 79961–79993, 2021. DOI: 10.1109/ACCESS.2021.3083688.
  • F. Shojaei, M. Rastegar, and M. Dabbaghjamanesh, “Simultaneous placement of tie-lines and distributed generations to optimize distribution system post-outage operations and minimize energy losses,” CSEE J. Power Energy Syst., vol. 7, no. 2, pp. 318–328, 2021.
  • D. Sangeeta, D. Debapriya, and A. Patra, “Reconfiguration of distribution networks with optimal placement of distributed generations in the presence of remote voltage controlled bus,” Renew. Sustain. Energy Rev., vol. 73, pp. 772–781, 2017. DOI: 10.1016/j.rser.2017.01.055.
  • T. V. Tran, B.-H. Truong, T. P. Nguyen, T. A. Nguyen, T. L. Duong, and D. N. Vo, “Reconfiguration of distribution networks with distributed generations using an improved neural network algorithm,” IEEE Access., vol. 9, pp. 165618–165647, 2021. DOI: 10.1109/ACCESS.2021.3134872.
  • J. Kim and Y. Dvorkin, “A P2P-dominant distribution system architecture,” IEEE Trans. Power Syst., vol. 35, no. 4, pp. 2716–2725, 2020. DOI: 10.1109/TPWRS.2019.2961330.
  • P. Gangwar, A. Mallick, S. Chakrabarti, and S. N. Singh, “Short-term forecasting-based network reconfiguration for unbalanced distribution systems with distributed generators,” IEEE Trans. Ind. Inf., vol. 16, no. 7, pp. 4378–4389, 2020. DOI: 10.1109/TII.2019.2946423.
  • J. Wang, W. Wang, Z. Yuan, H. Wang, and J. Wu, “A chaos disturbed beetle antennae search algorithm for a multiobjective distribution network reconfiguration considering the variation of load and DG,” IEEE Access., vol. 8, pp. 97392–97407, 2020. DOI: 10.1109/ACCESS.2020.2997378.
  • A. Landeros, S. Koziel, and M. F. Abdel-Fattah, “Distribution network reconfiguration using feasibility-preserving evolutionary optimization,” J. Mod. Power Syst. Clean Energy, vol. 7, no. 3, pp. 589–598, 2019. DOI: 10.1007/s40565-018-0480-7.
  • A. M. Helmi, R. Carli, M. Dotoli, and H. S. Ramadan, “Efficient and sustainable reconfiguration of distribution networks via metaheuristic optimization,” IEEE Trans. Automat. Sci. Eng., vol. 19, no. 1, pp. 82–98, 2022. DOI: 10.1109/TASE.2021.3072862.
  • S. Babaei, R. Jiang, and C. Zhao, “Distributionally robust distribution network configuration under random contingency,” IEEE Trans. Power Syst., vol. 35, no. 5, pp. 3332–3341, 2020. DOI: 10.1109/TPWRS.2020.2973596.
  • P. Zhuang and H. Liang, “Hierarchical and decentralized stochastic energy management for smart distribution systems with high BESS penetration,” IEEE Trans. Smart Grid., vol. 10, no. 6, pp. 6516–6527, 2019. DOI: 10.1109/TSG.2019.2906823.
  • M. Al Samman, H. Mokhlis, N. N. Mansor, H. Mohamad, H. Suyono, and N. M. Sapari, “Fast optimal network reconfiguration with guided initialization based on a simplified network approach,” IEEE Access., vol. 8, pp. 11948–11963, 2020. DOI: 10.1109/ACCESS.2020.2964848.
  • Y. Li, G. Hao, Y. Liu, Y. Yu, Z. Ni, and Y. Zhao, “Many-objective distribution network reconfiguration via deep reinforcement learning assisted optimization algorithm,” IEEE Trans. Power Deliv., vol. 37, no. 3, pp. 2230–2244, 2022. DOI: 10.1109/TPWRD.2021.3107534.
  • A. Azizivahed et al., “Energy management strategy in dynamic distribution network reconfiguration considering renewable energy resources and storage,” IEEE Trans. Sustain. Energy, vol. 11, no. 2, pp. 662–673, 2020. DOI: 10.1109/TSTE.2019.2901429.
  • A. Arif, Z. Wang, C. Chen, and J. Wang, “Repair and resource scheduling in unbalanced distribution systems using neighborhood search,” IEEE Trans. Smart Grid., vol. 11, no. 1, pp. 673–685, 2020. DOI: 10.1109/TSG.2019.2927739.
  • O. Ceylan et al., “Harmony search algorithm based management of distributed energy resources and storage systems in microgrids,” Appl. Sci., vol. 10, no. 9, pp. 3252, 2020. DOI: 10.3390/app10093252.
  • C. Gerez, L. I. Silva, E. A. Belati, A. J. Sguarezi Filho, and E. C. M. Costa, “Distribution network reconfiguration using selective firefly algorithm and a load flow analysis criterion for reducing the search space,” IEEE Access., vol. 7, pp. 67874–67888, 2019. DOI: 10.1109/ACCESS.2019.2918480.
  • M. N. Abdul Rahim, H. Mokhlis, A. H. A. Bakar, M. T. Rahman, O. Badran, and N. N. Mansor, “Protection coordination toward optimal network reconfiguration and DG sizing,” IEEE Access., vol. 7, pp. 163700–163718, 2019. DOI: 10.1109/ACCESS.2019.2952652.
  • V. B. Pamshetti, S. Singh, and S. P. Singh, “Combined impact of network reconfiguration and volt-VAR control devices on energy savings in the presence of distributed generation,” IEEE Syst. J., vol. 14, no. 1, pp. 995–1006, 2020. DOI: 10.1109/JSYST.2019.2928139.
  • V. Murty and A. Kumar, “Optimal DG integration and network reconfiguration in microgrid system with realistic time varying load model using hybrid optimisation,” IET Smart Grid., vol. 2, no. 2, pp. 192–202, 2019. DOI: 10.1049/iet-stg.2018.0146.
  • B. Khan and P. Singh, “Selecting a meta-heuristic technique for smart micro-grid optimization problem: a comprehensive analysis,” IEEE Access, vol. 5, pp. 13951–13977, 2017. DOI: 10.1109/ACCESS.2017.2728683.
  • A. Asrari, M. Ansari, J. Khazaei, P. Fajri, M. Hadi Amini, and B. Ramos, “The impacts of a decision making framework on distribution network reconfiguration,” IEEE Trans. Sustain. Energy, vol. 12, no. 1, pp. 634–645, 2021. DOI: 10.1109/TSTE.2020.3014518.
  • J. Zhan, W. Liu, C. Y. Chung, and J. Yang, “Switch opening and exchange method for stochastic distribution network reconfiguration,” IEEE Trans. Smart Grid., vol. 11, no. 4, pp. 2995–3007, 2020. DOI: 10.1109/TSG.2020.2974922.
  • L. Zhao, M. B. Saif, A. Hawbani, G. Min, S. Peng, and N. Lin, “A novel improved artificial bee colony and blockchain-based secure clustering routing scheme for FANET,” China Commun., vol. 18, no. 7, pp. 103–116, 2021. DOI: 10.23919/JCC.2021.07.009.
  • K. E. Adetunji, I. W. Hofsajer, A. M. Abu-Mahfouz, and L. Cheng, “Category-based multiobjective approach for optimal integration of distributed generation and energy storage systems in distribution networks,” IEEE Access., vol. 9, pp. 28237–28250, 2021. DOI: 10.1109/ACCESS.2021.3058746.
  • A. A. Z. Diab, H. M. Sultan, I. S. Mohamed, O. N. Kuznetsov, and T. D. Do, “Application of different optimization algorithms for optimal sizing of PV/wind/diesel/battery storage stand-alone hybrid microgrid,” IEEE Access., vol. 7, pp. 119223–119245, 2019. DOI: 10.1109/ACCESS.2019.2936656.
  • Y. J. Kim, J. L. Kirtley, and L. K. Norford, “Reactive power ancillary service of synchronous DGs in coordination with voltage control devices,” IEEE Trans. Smart Grid., vol. 8, no. 2, pp. 515–527, 2017.
  • S. Tu, O. U. Rehman, S. Ur Rehman, S. Ullah, M. Waqas, and R. Zhu, “A novel quantum inspired particle swarm optimization algorithm for electromagnetic applications,” IEEE Access., vol. 8, pp. 21909–21916, 2020. DOI: 10.1109/ACCESS.2020.2968980.
  • M. B. Shafik, H. Chen, G. I. Rashed, R. A. El-Sehiemy, M. R. Elkadeem, and S. Wang, “Adequate topology for efficient energy resources utilization of active distribution networks equipped with soft open points,” IEEE Access., vol. 7, pp. 99003–99016, 2019. DOI: 10.1109/ACCESS.2019.2930631.
  • M.-A. Hamidan and F. Borousan, “Optimal planning of distributed generation and battery energy storage systems simultaneously in distribution networks for loss reduction and reliability improvement,” J. Energy Storage., vol. 46, pp. 103844, 2022. DOI: 10.1016/j.est.2021.103844.
  • F. Borousan and M. A. Hamidan, “Distributed power generation planning for distribution network using chimp optimization algorithm in order to reliability improvement,” Electric Power Syst. Res., vol. 217, pp. 109109, 2023. DOI: 10.1016/j.epsr.2022.109109.
  • P. Gallego, A. Luis, J. M. López-Lezama, and O. Gómez Carmona, “A mixed-integer linear programming model for the simultaneous optimal distribution network reconfiguration and optimal placement of distributed generation,” Energies, vol. 15, no. 9, pp. 3063, 2022. DOI: 10.3390/en15093063.
  • S. Kamel, M. Khasanov, F. Jurado, A. Kurbanov, H. M. Zawbaa, and M. A. Alathbah, “Simultaneously distributed generation allocation and network reconfiguration in distribution network considering different loading levels,” IEEE Access., vol. 11, pp. 105916–105934, 2023. DOI: 10.1109/ACCESS.2023.3319456.
  • M. M’dioud, R. Bannari, and I. Elkafazi, “Reconfiguration of the radial distribution for multiple DGs by using an improved PSO,” in Networking, Intelligent Systems and Security: Proceedings of NISS 2021, pp. 257–273. Singapore: Springer, 2022.
  • H. Teimourzadeh and B. Mohammadi-Ivatloo, “A three-dimensional group search optimization approach for simultaneous planning of distributed generation units and distribution network reconfiguration,” Appl. Soft Comput., vol. 88, pp. 106012, 2020. DOI: 10.1016/j.asoc.2019.106012.
  • K. S. Sambaiah and T. Jayabarathi, “Optimal reconfiguration and renewable distributed generation allocation in electric distribution systems,” Int. J. Ambient Energy, vol. 42, no. 9, pp. 1018–1031, 2021. DOI: 10.1080/01430750.2019.1583604.
  • W. Haider, S. Jarjees Ul Hassan, A. Mehdi, A. Hussain, G. Ondo Micha Adjayeng, and C.-H. Kim, “Voltage profile enhancement and loss minimization using optimal placement and sizing of distributed generation in reconfigured network,” Machines, vol. 9, no. 1, pp. 20, 2021. DOI: 10.3390/machines9010020.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.