Desain Kendali Pembangkit Listrik Tenaga Pikohidro Berbasis Ant Colony Optimization (ACO)
DOI:
https://doi.org/10.32492/nucleus.v2i1.2104Keywords:
Ant Colony Optimization, Picohydro Power Plant, PID, ACOAbstract
Energy sources that are often used to generate electricity are non-renewable energy sources which, if used continuously, will run out, such as petroleum, natural gas and coal. So, renewable energy sources are needed which are in abundant supply and do not run out quickly, one of which is water energy. Picohydro power plants (PLTPH) are an alternative small-scale power plant that can be applied in rural areas where there is a river flow that has a continuous water discharge and a relatively low water fall to drive turbines that can produce electrical power. To be able to produce electrical power with such potential, a pico-hydro power plant is needed. To optimize the performance of a picohydro power plant, a controller called PID (Proportional Integral Derivative) is needed. Then this PID is combined with the ACO (Ant Colony Optimization) method. ACO is a method for optimizing PID control parameters in a system adapted from the ability of an ant colony to find the shortest path to a food source from its nest
References
S. Bandri, A. Premadi, and R. Andari, “STUDI PERENCANAAN PEMBANGKIT LISTRIK TENAGA PICOHYDRO (PLTPh) RUMAH TANGGA,” J. Sains dan Teknol. J. Keilmuan dan Apl. Teknol. Ind., vol. 21, no. 1, p. 16, 2021, doi: 10.36275/stsp.v21i1.345.
A. Pratama, N. Akhiriyanto, and W. W. A, “Design and Development of Maximum Power Point Tracking for Picohydro in Renewable Energy Harvesting Hybrid Systems,” Indones. J. Energy Miner., vol. 3, no. 2, pp. 117–128, 2023, doi: 10.53026/ijoem/2023/3.2/1170.
Y. Apriani, Z. Saleh, Suppermen, and I. M. Sofian, “Automatic voltage regulator as a voltage control in 1 phase axial generator system,” J. Robot. Control, vol. 2, no. 5, pp. 429–434, 2021, doi: 10.18196/jrc.25118.
D. K. Gupta, A. V. Jha, B. Appasani, A. Srinivasulu, N. Bizon, and P. Thounthong, “Load frequency control using hybrid intelligent optimization technique for multi-source power systems,” Energies, vol. 14, no. 6, 2021, doi: 10.3390/en14061581.
M. Ali, M. R. Djalal, S. Arfaah, Muhlasin, M. Fakhrurozi, and R. Hidayat, “Application of Energy Storage-PID For Load Frequency Control In Micro-hydro Using Flower Pollination Algorithm,” in 2021 3rd International Conference on Research and Academic Community Services (ICRACOS), IEEE, Oct. 2021, pp. 281–285. doi: 10.1109/ICRACOS53680.2021.9702063.
Hidayatul Nurohmah, M. Ali, Rukslin, Dwi Ajiatmo, and Muhammad Agil Haikal, “Komparasi PID, FLC, dan ANFIS sebagai Kontroller Dual Axis Tracking Photovoltaic berbasis Bat Algorithm,” J. JEETech, vol. 3, no. 2, pp. 71–77, Sep. 2022, doi: 10.48056/jeetech.v3i2.197.
N. Kanagaraj, “An Adaptive Neuro-Fuzzy Inference System to Improve Fractional Order Controller Performance,” Intell. Autom. Soft Comput., vol. 35, no. 3, pp. 3213–3226, 2023, doi: 10.32604/iasc.2023.029901.
Machrus Ali, Ruslan Hidayat, and Iwan Cahyono, “Penggunaan ANFIS pada Pengaturan Debit Air Berdasarkan Volume Air Dalam Tangki,” ALINIER J. Artif. Intell. Appl., vol. 1, no. 1, pp. 24–32, 2020, doi: 10.36040/alinier.v1i1.2519.
M. Ali, M. R. Djalal, M. Fakhrurozi, Kadaryono, Budiman, and D. Ajiatmo, “Optimal Design Capacitive Energy Storage (CES) for Load Frequency Control in Micro Hydro Power Plant Using Flower Pollination Algorithm,” in 2018 Electrical Power, Electronics, Communications, Controls and Informatics Seminar (EECCIS), IEEE, Oct. 2018, pp. 21–26. doi: 10.1109/EECCIS.2018.8692997.
M. Ali, R. Rukslin, and C. Hasyim, “Hybrid System of Dual Axis Photovoltaic Tracking System Using Pid-Ces-Aco,” JEEMECS (Journal Electr. …, vol. 4, no. 2, pp. 59–68, 2021, [Online]. Available: https://jurnal.unmer.ac.id/index.php/jeemecs/article/view/6138
Kadaryono, Rukslin, M. Ali, Askan, A. Parwanti, and I. Cahyono, “Comparison of LFC Optimization on Micro-hydro using PID, CES, and SMES based Firefly Algorithm,” in 2018 5th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), IEEE, Oct. 2018, pp. 204–209. doi: 10.1109/EECSI.2018.8752733.
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