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Journal : Jurnal Fisika dan Terapannya

Analisis Intensitas Radiasi Matahari terhadap Efisiensi Panel Surya menggunakan Algoritma Support Vector Regression (SVR) dan Naïve Bayes Ramadoni; Purwaningsih, Sri; Pebralia, Jesi
JFT : Jurnal Fisika dan Terapannya Vol 12 No 1 (2025): Juni 2025
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/jft.v12i1.56806

Abstract

Solar radiation is an alternative energy in the form of heat from electromagnetic waves consisting of electric and magnetic fields. The utilization of solar energy to be converted into electrical energy can be done through solar panels with the photovoltaic effect mechanism. This research aims to analyze the effect of solar radiation intensity on solar panel efficiency using the Support Vector Regression (SVR) and Naïve Bayes algorithms. The research method used is a computational method with Machine Learning techniques. The algorithms used are the Support Vector Regression algorithm and Naïve Bayes. The data used comes from the Jambi Province Meteorology, Climatology, Geophysics (BMKG) Agency. The performance of each model was then evaluated using accuracy metrics to determine the accuracy comparison. The results showed a very strong and positive relationship between solar radiation intensity and solar panel efficiency by 97%. Based on the results, the Naïve Bayes algorithm achieved an accuracy of 96.71%, which shows the model is capable in capturing the relationship between radiation intensity and panel efficiency. Meanwhile, the Support Vector Regression algorithm obtained an accuracy of 80.00 %.
Co-Authors -, Maison AA Sudharmawan, AA Abdul Khairul Rizki Purba Mustofa Indwiani Astuti Adrianus Inu Natalisanto Agoes M Jacoeb Agoes Mardiono Jacoeb Ahmad Fahrudin Ahmad Fauzan Lubis Akbar Kurniawan, Mohammad Alam, M. Sastra Alamsyah Harahap Allen A. CH. Manongko Alrizal, Alrizal anak agung putu ayu puspita negara Anggri Alfira Yunita Assa Anna Carolina Erungan Annisa Rahma Fatmala Apema, Elcye Apit Setiani Arianda, Yoga Dwi Arifa Mustika Arpan, Susan Gracia Asrial Azizahwati Azizahwati Azizahwati Azizahwati Azrifitria ., Azrifitria Bagus Sediadi Bandol Utomo Bambang P. Priosoeryanto Benny Manulang Denny Susanto Dewi Gayatri Dewi Ulfa Trisdiani Dinny Devi Triana Dwi Puspita Sari D’Arqom, Annette Effionora Anwar Eka Ayuningrat Eka Deskawati Ekowati Handharyan Ekowati Handharyani ella - salamah Ella Salamah Ella Salamah Ella Salamah Ella Salamah Ella Salamah Ella Salamah Ellis Permatasari Ema Hastarini Enie Novieastari Ermawati Ermawati Erna Setiany Estelle Lilian Mua Evy Damayanthi Fahriza Sri Afni Farida Nugrahani Fatimah, Nurmawati Febri Berthalita Pujaningsih Fedora, Katherine Fitriany Podunge G A Arwati, I Gian P Apriyana Giawan Nur Fitria Gina Mustika Haerul Pathoni, Haerul Harahap, Nur Kholija Hari Setiyawati Hasti Kusuma Hastuti, Isnaini Budi Hebat Shidow Falah I Gede Restawan I'tishom, Reny Indah Ria Lestari Indiastuti, Danti Nur Indriani, Rin Insani Putri, Fhadira Islamia, Saribatul Izzatul Fithriyah Janice Sepang Jefri Marzal Joko Santoso Jules Nurhatmi Juliana Neng Ribka Jumain Jumain Jumain Khaerunnisa, Siti Komarayanti, Sawitri Kustiariyah Tarman Lasut, Maria Lestari, Neneng Lusianti, Erita Luthfianti, Yasinta M. Nur Adnin M. Rahmad Maftuchah Maftuchah Mala Nurilmala Mamanua, Steven Maretty Twentyna Dolorosa Mar’atun Rohmah Susanti Masikah Maylan Dewi Meilin Anggreyni MERLINDA KEMALA DEWI Mousa, Almahdi Muhammad Sahal Mukti Widayati Mutmainnah. HS Nada, Hairul Nehru Nehru Nikmawatisusanti Yusuf Nova Natalia Beba Novallyan, Devie Nugroho, Cahyo Adhi Nurhikma Nurhikma Nurina Hasanatuludhhiyah Nurjanah Nurjanah Olga Purnama Bakti Pebralia, Jesi Pratiwi, Intan Pratiwi, Riri Puji Rahayu Purwani Istiana Purwanti Ningsih Puspita Sari, Dwi Putri Julia Mizulni Rahman, Dewi Rahmayani Rahmatia Garwan Rahmatia Garwan Ramacos Fardela Ramadoni, Ramadoni Rasmi, Dian Pratiwi Reki A. Febriani Reryd Arindany Wiryawan, Reryd Arindany Reza Dewantoro Ria Ambarwati Riantoni, Cicyn Rieke Pernamasari Rika Kurnia Rimbawan , Rinto . Rista Bintara Rista Bintara, Rista Riviani Riviani Riyan Triono Ropawandi, Doni Rosmawati Peranginangin Ruddy Suwandi Sabarulin Sabarulin Sabintoe, Merlin Safira, Safira safrina dyah hardiningtyas Sartikasari, Dwi Sereli Pia Setiyadi, Agus Silmi Mariya Sinulingga, Fahri Siswanto, Anilla Adelia Siti Choiriah Siti Madanijah Siti Sarpingah Sitinjak, Hardiantinus Soeprijanto Sofia Alvionita Sri Murni Sugeng Heri Suseno Suharmadi Suharmadi Syeni Budi Anita TATI NURHAYATI Taufik Hidayat Tika A. Budiarti Tiza Yunisca Sari Triyani Budyastuti Utamayasa, I Ketut Alit Villany Golwa, Gian Watania, Dolly Wijayanti, Dyah Ayu Wini - Trilaksani Wisnu Jaka Dewa Wiwit Suprihatiningsih Yennita, Y Yosi Hasana Yuani Setiawati Yudhi Herliansyah Yusnaidar, Yusnaidar Yustina Yustina Yuversa, Edi Ziarah, Hikmah