Hosting Capacity Distribution System Yogyakarta with Ant Lion Optimization: A Case Multiobjective

Authors

  • Riki Khomarudin Institut Teknologi Bandung
  • Jimmy Trio Putra Universitas Gadjah Mada
  • Ramadoni Syahputra Muhammadiyah University of Yogyakarta
  • Anna Nur Nazilah Chamim Muhammadiyah University of Yogyakarta

DOI:

https://doi.org/10.26555/jiteki.v7i1.20473

Keywords:

Ants Lion Optimization, Distributed Generation, Radial Distribution System

Abstract

Penetration of hosting capacity in radial type power distribution systems aims to increase the voltage profile on the end customer side. The more electricity customers increase, the more electricity user load growth will increase. This results in a voltage drop on the end customer side in the radial distribution system, characterized by a voltage exceeding the minimum standard operating acceptable voltage. This paper aims to provide solutions to cases in radial grid type power systems in solve voltage drops. The addition of hosting capacity for distributed renewable energy generators is one of the goals to increase the capacity of the electricity system. This research uses the Ant Lion Optimization algorithm method to try to find the optimal location and capacity of Distributed Generation in the electric power distribution system. Penetration hosting capacity injects renewable energy generation in the form of solar cells. The simulation results show that the increased voltage profile in the electric power distribution system exceeds the minimum voltage drop standard. So that in reducing power losses in the radial type network.

References

M. R. Ali, “Optimasi Penempatan Dan Kapasitas Distributed Generation Dengan Metode Flower Pollination Algorithm,†Thesis Universitas Gadjah Mada, 2015.

S. Mirjalili, “The ant lion optimizer,†Adv. Eng. Softw., vol. 83, pp. 80–98, 2015. https://doi.org/10.1016/j.advengsoft.2015.01.010

S. Mina Mirbagheri, D. Falabretti, V. Ilea, and M. Merlo, “Hosting Capacity Analysis: A Review and a New Evaluation Method in Case of Parameters Uncertainty and Multi-Generator,†Proc. - 2018 IEEE Int. Conf. Environ. Electr. Eng. 2018 IEEE Ind. Commer. Power Syst. Eur. EEEIC/I CPS Eur. 2018, pp. 1–6, 2018. https://doi.org/10.1109/EEEIC.2018.8494572

Y. Y. Fu and H. D. Chiang, “Toward optimal multi-period network reconfiguration for increasing the hosting capacity of distribution networks,†IEEE Power Energy Soc. Gen. Meet., vol. 2018-Janua, no. 5, pp. 1–5, 2018. https://doi.org/10.1109/PESGM.2017.8274614

S. M. Ismael, S. H. E. Abdel Aleem, A. Y. Abdelaziz, and A. F. Zobaa, “Practical Considerations for Optimal Conductor Reinforcement and Hosting Capacity Enhancement in Radial Distribution Systems,†IEEE Access, vol. 6, pp. 27268–27277, 2018. https://doi.org/10.1109/ACCESS.2018.2835165

M. S. S. Abad, J. Ma, D. Zhang, A. S. Ahmadyar, and H. Marzooghi, “Probabilistic Assessment of Hosting Capacity in Radial Distribution Systems,†IEEE Trans. Sustain. Energy, vol. 9, no. 4, pp. 1935–1947, 2018. https://doi.org/10.1109/TSTE.2018.2819201

A. Khamis, M. R. A. Ghani, G. C. Kim, M. S. M. Aras, M. A. Bin Zabide, and T. Sutikno, “Control strategy for distributed integration of photovoltaic and battery energy storage system in micro-grids,†Telkomnika (Telecommunication Comput. Electron. Control., vol. 16, no. 5, pp. 2415–2427, 2018. https://doi.org/10.12928/telkomnika.v16i5.10249

J. T. Putra and Sarjiya, “Reactive power optimization of distributed generation for voltage regulation of distribution systems,†Proc. 2016 8th Int. Conf. Inf. Technol. Electr. Eng. Empower. Technol. Better Futur. ICITEE 2016, vol. 2, no. 1, 2017. https://doi.org/10.1109/ICITEED.2016.7863288

K. A. Baharin, N. A. Isa, C. K. Gan, and M. Shamshiri, “High PV penetration impact on European-based LV residential network,†Telkomnika (Telecommunication Comput. Electron. Control., vol. 16, no. 4, pp. 1375–1382, 2018. https://doi.org/10.12928/telkomnika.v16i4.9056

I. Alhamrouni, M. A. Alif, B. Ismail, M. Salem, A. Jusoh, and T. Sutikno, “Load flow based voltage stability indices for voltage stability and contingency analysis for optimal location of STATCOM in distribution network with integrated distributed generation unit,†Telkomnika (Telecommunication Comput. Electron. Control., vol. 16, no. 5, pp. 2302–2315, 2018. https://doi.org/10.12928/telkomnika.v16i5.10577

R. Torquato, D. Salles, C. O. Pereira, P. C. M. Meira, and W. Freitas, “A Comprehensive Assessment of PV Hosting Capacity on Low-Voltage Distribution Systems,†IEEE Trans. Power Deliv., vol. 33, no. 2, pp. 1002–1012, 2018. https://doi.org/10.1109/TPWRD.2018.2798707

H. Al-Saadi, R. Zivanovic, and S. F. Al-Sarawi, “Probabilistic Hosting Capacity for Active Distribution Networks,†IEEE Trans. Ind. Informatics, vol. 13, no. 5, pp. 2519–2532, 2017. https://doi.org/10.1109/TII.2017.2698505

J. Zhao, J. Wang, Z. Xu, C. Wang, C. Wan, and C. Chen, “Distribution Network Electric Vehicle Hosting Capacity Maximization: A Chargeable Region Optimization Model,†IEEE Trans. Power Syst., vol. 32, no. 5, pp. 4119–4130, 2017. https://doi.org/10.1109/TPWRS.2017.2652485

A. Kulmala, S. Repo, and J. Pylvänäinen, “Generation curtailment as a means to increase the wind power hosting capacity of a real regional distribution network,†CIRED - Open Access Proc. J., vol. 2017, no. 1, pp. 1782–1786, 2017. https://doi.org/10.1049/oap-cired.2017.0925

P. Saxena and A. Kothari, “Ant Lion Optimization algorithm to control side lobe level and null depths in linear antenna arrays,†AEU - Int. J. Electron. Commun., vol. 70, no. 9, pp. 1339–1349, 2016. https://doi.org/10.1016/j.aeue.2016.07.008

S. P. Santosa, Dian Budi; Sardjiya, Hadi, “Algoritma Aliran DAya dengan Metode Backward/Forward Sweep pada Sistem Distribusi Radial,†ISBN 2085-6350, pp. 78–82, 2017.

E. S. Ali, S. M. Abd Elazim, and A. Y. Abdelaziz, “Ant Lion Optimization Algorithm for renewable Distributed Generations,†Energy, vol. 116, pp. 445–458, 2016. https://doi.org/10.1016/j.energy.2016.09.104

E. S. Ali, S. M. Abd Elazim, and A. Y. Abdelaziz, “Ant Lion Optimization Algorithm for optimal location and sizing of renewable distributed generations,†Renew. Energy, vol. 101, pp. 1311–1324, 2017. https://doi.org/10.1016/j.renene.2016.09.023

S. Shaddiq “Peningkatan Keandalan Sistem Distribusi dengan Penempatan Optimal Wind-based Distributed Generation menggunakan Metode Flower Pollination Algorithm,†Thesis Universitas Gadjah Mada, 2017.

M. J. Hadidian-moghaddam, S. Arabi-nowdeh, M. Bigdeli, and D. Azizian, “A multi-objective optimal sizing and siting of distributed generation using ant lion optimization technique,†Ain Shams Eng. J., vol. 9, no. 4, pp. 2101–2109, 2018. https://doi.org/10.1016/j.asej.2017.03.001

M. H. Moradi and M. Abedini, “A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems,†Int. J. Electr. Power Energy Syst., vol. 34, no. 1, pp. 66–74, 2012. https://doi.org/10.1016/j.ijepes.2011.08.023

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Published

2021-04-21

How to Cite

Khomarudin, R., Putra, J. T., Syahputra, R., & Chamim, A. N. N. (2021). Hosting Capacity Distribution System Yogyakarta with Ant Lion Optimization: A Case Multiobjective. Jurnal Ilmiah Teknik Elektro Komputer Dan Informatika, 7(1), 88–100. https://doi.org/10.26555/jiteki.v7i1.20473

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Vol. 7 No. 1 (2021): April

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