Perancangan Sistem Manajemen Energi PLTS pada Mini Smart Grid Skala Rumah Tangga
DOI:
https://doi.org/10.36277/jteuniba.v10i2.1327Keywords:
EMS, Fuzzy logic, mini smart grid, SoC.Abstract
Target transisi energi menuju Net Zero Emission (NZE) 2060 mendorong pemanfaatan energi baru terbarukan, khususnya Pembangkit Listrik Tenaga Surya (PLTS) skala rumah tangga. Karakteristik yang intermiten dan variasi beban residensial menimbulkan tantangan dalam menjaga keandalan suplai energi. Penelitian ini bertujuan merancang dan mengevaluasi sistem manajemen energi PLTS mini smart grid skala rumah tangga dengan integrasi Battery Management System (BMS) berbasis logika fuzzy. Metode ini menggunakan pendekatan rekayasa sistem eksperimental melalui simulasi, meliputi perancangan PLTS, baterai, beban rumah tangga, dan interkoneksi jaringan PLN, serta implementasi kontroler fuzzy metode Mamdani. Variabel input terdiri atas iradiasi matahari, beban rumah tangga, State of Charge (SoC) baterai, dan tarif listrik PLN. Hasil simulasi selama 50 jam menunjukkan PLTS menghasilkan energi sebesar 44,14 kWh untuk mendukung konsumsi beban 52,67 kWh, dengan impor energi dari PLN sebesar 35,52 kWh dan ekspor energi sebesar 22,19 kWh. SoC baterai meningkat dari 50% menjadi sekitar 75% tanpa proses pengosongan. Sistem mampu mengelola energi secara adaptif, memaksimalkan pemanfaatan energi surya, serta menurunkan biaya energi rumah tangga, sehingga berpotensi mendukung pengembangan PLTS rumah tangga yang andal dan berkelanjutan.
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References
L. Cozzi, “An Energy Sector Roadmap to Net Zero Emissions in Indonesia,” 2022. [Online]. Available: www.iea.org
B. P. Resosudarmo, J. F. Rezki, and Y. Effendi, “Prospects of Energy Transition in Indonesia,” vol. 4918, 2023, doi: 10.1080/00074918.2023.2238336.
S. Nurbaya, “Indonesia Long-Term Strategy for Low Carbon and Climate Resilience 2050 (Indonesia LTS-LCCR 2050),” 2021.
A. Prasetyo, “Strategi IMplementasi RUEN-RUED Untuk Mewujudkan Transisi Energi Indonesia,” 2022, pp. 1–27.
F. Ulfatun, B. Manumayoso, E. Ayu, and P. Adi, “Implementasi Peraturan Presiden ( PERPRES ) No . 22 Tahun 2017 Tentang Rencana Umum Energi Nasional ( RUEN ),” vol. 3, no. 1, pp. 13–17, 2025.
M. Habib, E. Bollin, and Q. Wang, “Battery Energy Management System Using Edge-Driven Fuzzy Logic,” Energies, vol. 16, no. 8, 2023, doi: 10.3390/en16083539.
I. Sulistiyowati, J. Jamaaluddin, I. Anshory, Y. W. Pratama, and S. Romadhoni, “Optimal Power Distribution Strategy for Intermittent Solar-Powered Hybrid Energy Storage Systems: Strategi Distribusi Daya yang Optimal untuk Sistem Penyimpanan Energi Hibrida Bertenaga Surya yang Bersifat Intermiten,” Acad. Open, vol. 8, no. 1 SE-Energy, p. 10.21070/acopen.8.2023.7283, Aug. 2023, doi: 10.21070/acopen.8.2023.7283.
Zahir Zulkifly, S. H. Yusoff, Nor Liza Tumeran, and Nur Syazana Izzati Razali, “Battery Energy Storage System (BESS) Modeling for Microgrid ,” IIUM Eng. J., vol. 24, no. 1 SE-Electrical, Computer and Communications Engineering, pp. 57–74, Jan. 2023, doi: 10.31436/iiumej.v24i1.2435.
J. Nelson, “Battery Management Systems for Renewable Energy Microgrids Author,” Oct. 2025.
T. Elektro and S. Itn, “SIMULASI SISTEM MANAGEMENT ENERGI BATERAI DAYA PLTS,” vol. 08, pp. 169–182, 2024.
A. Shofa and M. R. Adi, “MENGGUNAKAN DATA PENGUKURAN DI GARDU INDUK,” pp. 36–45, 2025, doi: 10.30659/pulse-jeib.
H. Singh and E. Annapoorna, “Fuzzy logic-based energy management in smart grids for renewable integration,” MATEC Web Conf., vol. 392, p. 01191, Mar. 2024, doi: 10.1051/matecconf/202439201191.
O. Ibrahim et al., “Development of fuzzy logic-based demand-side energy management system for hybrid energy sources,” Energy Convers. Manag. X, vol. 18, p. 100354, Apr. 2023, doi: 10.1016/j.ecmx.2023.100354.
M. A. Alghassab, “Fuzzy-based smart energy management system for residential buildings in Saudi Arabia: A comparative study,” Energy Reports, vol. 11, pp. 1212–1224, Jun. 2024, doi: 10.1016/j.egyr.2023.12.039.
P. Powroźnik, P. Szcześniak, and M. Suliga, “Fuzzy Logic in Smart Meters to Support Operational Processes in Energy Management Systems,” Electronics, vol. 14, no. 12, p. 2336, Jun. 2025, doi: 10.3390/electronics14122336.
P. Dimitroulis and M. Alamaniotis, “A fuzzy logic energy management system of on-grid electrical system for residential prosumers,” Electr. Power Syst. Res., vol. 202, p. 107621, Jan. 2022, doi: 10.1016/j.epsr.2021.107621.
E. Hossain, H. Faruque, M. Sunny, N. Mohammad, and N. Nawar, “A Comprehensive Review on Energy Storage Systems: Types, Comparison, Current Scenario, Applications, Barriers, and Potential Solutions, Policies, and Future Prospects,” Energies, vol. 13, no. 14, p. 3651, Jul. 2020, doi: 10.3390/en13143651.
A. Kudzin, S. Takayama, and A. Ishigame, “Energy Management Systems (EMS) for a Decentralized Grid: A Review and Analysis of the Generation and Control Methods Impact on EMS Type and Topology,” IET Renew. Power Gener., vol. 19, no. 1, pp. 1–29, 2025, doi: 10.1049/rpg2.70008.
B. Zine, H. Bia, A. Benmouna, M. Becherif, and M. Iqbal, “Experimentally Validated Coulomb Counting Method for Battery State-of-Charge Estimation under Variable Current Profiles,” Energies, vol. 15, no. 21, p. 8172, Nov. 2022, doi: 10.3390/en15218172.
Q. H. Altaf, “Aalborg Universitet Smart Home Energy Management System - A Review Publication date : Smart Home Energy Management System - A Review,” 2022.
T. J.ROSS, Fuzzy Logic With Engineering Application. 2010.
Ö. C. KIVANÇ, B. T. AKGÜN, S. BİLGEN, S. B. ÖZTÜRK, S. BAYSAN, and R. N. TUNCAY, “Residential energy management system based on integration of fuzzy logic and simulated annealing,” Turkish J. Electr. Eng. Comput. Sci., vol. 30, no. 4, pp. 1539–1554, May 2022, doi: 10.55730/1300-0632.3864.
M. A. A. H. Arigo, Sofi Berliana Rizky, Zainu Rafsanjani, Isa Rachman, Noorman Rinanto, and Agus Khumaidi, “Optimasi Penghematan Energi Listrik Menggunakan Metode Fuzzy Logic Pada Sistem Pendingin Udara Berbasis IoT,” J. Elektron. dan Otomasi Ind., vol. 11, no. 2, pp. 363–375, Jul. 2024, doi: 10.33795/elkolind.v11i2.5467.
M. Ula, A. Rusadi, and M. Daud, “Enhancing Resource Efficiency in Urban Agriculture: A GA-Fuzzy Logic IoT-Based Smart Hydroponic Greenhouse,” J. Artif. Intell. Softw. Eng., vol. 5, no. 3, pp. 1254–1264, 2025, doi: 10.30811/jaise.v5i3.7799.
X. Zhang and J. Jiang, “Measurement, modeling, reduction of decision-theoretic multigranulation fuzzy rough sets based on three-way decisions,” Inf. Sci. (Ny)., vol. 607, pp. 1550–1582, Aug. 2022, doi: 10.1016/j.ins.2022.05.122.
A. K. Varshney and V. Torra, “Literature Review of the Recent Trends and Applications in Various Fuzzy Rule-Based Systems,” Int. J. Fuzzy Syst., vol. 25, no. 6, pp. 2163–2186, 2023, doi: 10.1007/s40815-023-01534-w.
F. A. Sihombing, “Kajian Fuzzy Metode Mamdani dan Fuzzy Metode Sugeno serta Implementasinya,” Innov. J. Soc. Sci. Res., vol. 4, no. 4, pp. 4940–4955, 2024.
F. Mamdani, K. Karyawan, and F. Logic, “Decision Support System for Employee Selection At the Central,” vol. 1, no. 3, pp. 14–19, 2025.
D. Y. B. K. Teti, G. S. Mada, N. K. F. Dethan, and L. F. Obe, “Penentuan Metode Defuzzifikasi Terbaik Fuzzy Inference System Mamdani Dalam Diagnosa Pre-Eklampsia Pada Ibu Hamil,” J. Difer., vol. 6, no. 1, pp. 78–90, 2024, doi: 10.35508/jd.v6i1.12680.
P. N. Kanimalar and R. Balakumar, “The Art of Fuzzy: Crafting Defuzzification with Centroid of Maxima and Minima,” Int. J. Fuzzy Syst., 2025, doi: 10.1007/s40815-025-01996-0.
I. Microgrids, “and Industrial Microgrids,” 2022.
J. A. Basantes, D. E. Paredes, J. R. Llanos, D. E. Ortiz, and C. D. Burgos, “Energy Management System (EMS) Based on Model Predictive Control (MPC) for an Isolated DC Microgrid,” Energies, vol. 16, no. 6, pp. 1–22, 2023, doi: 10.3390/en16062912.
J. Lee and J. Won, “Enhanced Coulomb Counting Method for SoC and SoH Estimation Based on Coulombic Efficiency,” IEEE Access, vol. 11, pp. 15449–15459, 2023, doi: 10.1109/ACCESS.2023.3244801.
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