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Optimization of Off-Grid Solar Lighting Systems Using OEMOF Integrated with IoT Field Data — Case Study: Bukit Kunci, Indonesia Herraprastanti, Eva Hertnacahyani; Kiono, Berkah Fajar Tamtomo; Haryanto, Ismoyo; Muchammad, Muchammad; Korai, Muhammad Safar
Advance Sustainable Science Engineering and Technology Vol. 8 No. 1 (2026): November - January
Publisher : Science and Technology Research Centre Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/asset.v8i1.2672

Abstract

The growing need for efficient night lighting in natural tourist destinations highlights the importance of reliable and sustainable energy solutions. This study analyzes the optimization of solar-based lighting at Bukit Kunci, Indonesia, using the Open Energy Modelling Framework (OEMOF) combined with real-time monitoring via the IoT ThingSpeak platform. Photovoltaic (PV) panel data recorded at 15-second intervals during February–July 2025, yielding 532,520 records, were cleaned and aggregated as input to model the interaction of PV, batteries, LED lights, inverters, and backup generators, to minimize lifecycle cost and energy loss. Results indicate that the current PV capacity (0.4 kWp) supplies less than 50% of lighting demand, with a high levelized cost of energy (≈9.2 USD/kWh) and low reliability (self-sufficiency 3–22%). Optimization through capacity expansion (≈224 modules, ≈1.25 kWh storage) eliminated load loss probability and reduced LCOE to ≈0.05 USD/kWh. This approach demonstrates OEMOF’s potential to enhance system efficiency, ensure reliable night lighting, and support eco-tourism while offering replicability for rural destinations.
Co-Authors . Gutomo . Widyanto Abd. Rasyid Syamsuri Achmad Widodo Adhi Kurniawan Adinda Kurnia Saraswati Agus Suprihanto Agus Suprihanto Ahmad Zaedun Ahmad Zaedun Akhmad Fauzilhaq Albert Ishac Einstein Simanjuntak Ammarullah, Muhammad Imam Anestasia, Jill Anwar, Miftahul Anwar, Yusran Arda Yusra Ardjuna, Bagus Arifin, Febby Aulia, Dito Rahmat Awan Raswan Awan Raswan Bagastomo, Riondityo Soni Berkah Fajar Tamtomo kiono Binar Ade Anugra Binar Ade Anugra Budi Setiyana Budi Setiyana Budiman, Bentang Candratama, Aditya Carli Carli Cionita, Tezara Cipta Nur Akbar Citra Asti Rosalia Deka Setyawan Deni Dwi Darmawan Diwonsyah, Fadel Muhammad Djoeli Satrijo Dwi Basuki Wibowo Dwi Basuki Wibowo Eflita Yohana Eko Wahyu Saputro Eva Hertnacahyani Herraprastansi Gafar Maulana Galih Gugus Setyoaji Garry Rahadian Muslim Gostsa Khusnun Naufal Gostsa Khusnun Naufal Gunawan Dwi Haryadi Gunawan, Leonardo Haryadi, Gunawan Hasan Basri Hendrianto Hendrianto, Hendrianto Herlangga, Herlangga Hidayati, Uslah I Made Wicaksana Ekaputra Ian Yulianti Ignatius Devin Gunawan Ilham F, Muhammad Ario Iman Agus Raharjo Irawan, Irwan Irvany Dwi Prasetyo J. Jamari Jericho Jericho Joga Dharma Setiawan Jonathan Banta Putera Ketaren Khairul Jauhari Khoiri Rozi Khoiri Rozi Korai, Muhammad Safar Kurnianto, Andhieka Rizky Latief Rozaqi Lorentius Yosef Sutadi Maharsi Anung Kesawasidhi Mochammad Ariyanto Muchammad Muchammad Muftashiva, Tiara Diva Muhammad Surya Muhammad Zahran Ramadhan Munadi Munadi Munadi Munadi Munadi Munadi Mush’ab Mush’ab Negara, Farrel Theodore Kusuma Nobeth Bastanta Ginting Norman Iskandar Nugorho, Sri Nur Aziyah Nurgalih Prasetiya Ojo Kurdi Pandyagalih Jayanimitta Paryanto Poerwandito, Reza Pradika, Eky Fortuna Prasetiyo Adi Prabowo Pujo Wahyu Utomo Pungkas Satria Rafi Ziyad Akbar Raharjo, Fuad Rahmansyah, Adam Rando Tungga Dewa Reni Reni Reni Reni, Reni Rifky Ismail Riza Muhida Rizka Rosyadi Rusaily, A. Wildan Rusnaldy Rusnaldy Santosa, Sigit Satria Ika Dinwasiba Satria, Pungkas Satrio Budi Prasojo, Satrio Budi Satya, Ibrahim Sigalingging, Boy Betman Simson Hasudungan Hutagalung Siregar, Januar Parlaungan Sri Nugroho Sri Nugroho Sulardjaka Sulardjaka Sumar Hadi Suryo Susanto, Alexander Eka Susilo Adi Widyanto Syaiful Anwar Toni Prahasto Toni Suryo Utomo Utsman Heru Vito Andika Permana Yudha, Aldi Arga Zudi Zukron Amin