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Journal : Journal Electrical and Computer Experiences

Solar Panel Analysis for Forecasting Solar Irradiation Using Fuzzy Time Series and ANN Methods Falah, Moh. Zainul; Wahyu Tri Handoko; Sujito; Abdullah Iskandar Syah; Muladi; Arif Nur Afandi
Journal Electrical and Computer Experiences Vol. 1 No. 2 (2023): July-December
Publisher : Tinta Emas Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59535/jece.v1i2.183

Abstract

Solar energy is very important because it is a renewable and environmentally friendly source of energy. The demand for solar energy is increasing every year because people are increasingly aware of the importance of using clean and sustainable energy sources. This study aims to analyze the performance of solar panels using a solar irradiation forecasting model developed by the Fuzzy Time Series and Artificial Neural Network (ANN) methods. Solar irradiation data obtained from measurement of solar irradiation by means of IoT is used as input in the forecasting model. The forecasting model is then tested to see its accuracy in predicting solar panel performance. The test results show that the developed forecasting model has high accuracy in predicting solar panel performance. Therefore, the Fuzzy Time Series and ANN methods can be used as an effective tool in analyzing the performance of solar panels by taking into account environmental factors that have an impact on electricity production from solar panels. This research can be a reference for solar panel developers to improve solar panel performance by utilizing solar irradiation forecasting information.
Co-Authors A.N. Afandi Abdullah Iskandar Syah Abdullah Iskandar Syah Abyan Thariq Fadhilah Adam Ghivari Ahmad Bayu Laksono Ahmad Taufiq Al Afrin Uwais, Tito Aldha Asmaradanta Alfan Afiyudin Andini Fajarwati Andita Rizki Ramadani Angelia Hayuning Ariffa Anik Nur Handayani Aripriharta - Aryudho Widyatno Ashshiddiqi, Dimas Jundan Aulia Zulfa Indi Putri Aya Sofia Mufti Ayyub Ihza Gutawa Azhar Ahmad Smaragdina Azhar Muhammad Nurdin Azhar Muhammad Nurdin Basri, Nur Akhyar Bima Adhi Prasetya Wahyudi Bima Adhi Prasetya Wahyudi Budi Wibowotomo Denny Yatmadi Dira Ernawati Dita Rochmawati Divya Aisha Diyah Ayu Wulandari Dwi Sukma Donoriyanto Dyah Lestari DYAH NURWIDYANINGRUM Erlina Fitri Aji Evie Dwi Jayanti Fahreza, M. Dimas Aviv Fakhruddin, Dhiyaurrahman Falah, Moh. Zainul Farah Wardatul Afifah Fatma, Nurul Firman Syarif, Rangga Fitriyyatul Muslihah Fitrotul Bahri Affandi Fuad Indra Kusuma Ghaly Atha Maulana Hakkun Elmunsyah Haqiqi, Ahmad Faiz Risvan Hari Putranto Hari, Nirwana Haidar Harits Ar Rosyid Hasan Ismail Heru Wahyu Herwanto Imam Ghozali Irawan, Ivan Danar Aditya Irfan Fikri Akmalia Irgi Aditya Irham Fadlika Irma Rizky Aprillia Isna Nugraha Ivan Jeremias Tjioewinata Ivanda, Shabrina Tsalsabela Januari Adi Prasetya Jonathan Saputra Krisnawan, Shandy Langlang Gumilar M. Cahyo Bagaskoro M. Rodhi Faiz, M. Rodhi Mahfud Jiono Marcelani, Rigel Saesaria Marijatul Maghfiroh Maulida Dewi Amanda Michael Aria Irawan Moh. Amri Pradaka Moh. Zainul Falah Mohammad Shodiq Wahyu Riamto Mokh Sholihul Hadi Muhammad Abd. Hadi Bin Bunyamin Muhammad Aqshal Muhammad Cahyo Bagaskoro Muhammad Khoirul Hudha Muhammad Sandi Kurniawan Muhammad Tahfidlul Azmi Muis Muhtadi Muladi Mura, Karolus Boromeus Naizatul Zainul Rofiqi Nanang Winarno Nanda Firlana Nike Illiyine Pangestuti Nur Hidayat, Wahyu Parno Pradaka, Moh. Amri Pranata, Krisnayana Prastyo Utomo Puji Hariati Winingsih Raditya Chavvah Hesa Putra Raditya Chavvah Hesa Putra Raffi Taufik Gushardana Rahmah, Nuzulul Ramadhan, Moch. Rizal Ridho Riski Hadi Rindi Santika Agustin Rusindiyanto Ryan Setyo Putro Robawa Sakti Gunawan Irianto, Wahyu Saputri, Avida Pramayshela Satriani, Cahya Tifandi Selviana Rohmatus Dania Shita Dwi Annisya Shita Dwi Annisya Siagian, Wiranty Tiara Wijaya Siti Sendari Sucipto Sunarti Syaad Patmanthara Syaifuddin Zuhri Tran Huy Duy Tranggono Tranggono Tri Wulan Sari Usman, Nurlatifah Utomo Pujianto Utomo, Imam Tree Vivi Indah Lestari Wahyu Sakti Gunawan Irianto Wahyu Tri Handoko Yekti Condro Winursito Yekti Condro Winursito Yekti Condro Winursito Yuda Cahyoargo Hariadi Yuni Rahmawati Zainul Falah, Moh Zidan, Rahmat