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Joumil Aidil Saifuddin
Universitas Pembangunan Nasional Veteran Jawa Timur
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Journal : Journal Electrical and Computer Experiences

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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 Al Afrin Uwais, Tito Aldha Asmaradanta Andini Fajarwati Andita Rizki Ramadani Anik Nur Handayani anugra, rizky Arif Hidayat Aripriharta - Aryudho Widyatno Ashshiddiqi, Dimas Jundan Aulia Zulfa Indi Putri Aya Sofia Mufti Azhar Ahmad Smaragdina Azhar Muhammad Nurdin Azhar Muhammad Nurdin Bima Adhi Prasetya Wahyudi Bima Adhi Prasetya Wahyudi Budi Wibowotomo Budiasih Denny Yatmadi Dina Fitria, Dina Dira Ernawati Diraya, Inayatun Dita Rochmawati Divya Aisha Diyah Ayu Wulandari Dyah Lestari DYAH NURWIDYANINGRUM E. Hidayah Erlina Fitri Aji Evie Dwi Jayanti Fahreza, M. Dimas Aviv Fakhruddin, Dhiyaurrahman Falah, Moh. Zainul Farah Wardatul Afifah Fatma, Nurul Fikri Fathoni, Afrizal Firman Syarif, Rangga Fitriyyatul Muslihah Fitrotul Bahri Affandi Fuad Indra Kusuma Hakkun Elmunsyah Haqiqi, Ahmad Faiz Risvan Hari Putranto Hari Wisodo, Hari Hari, Nirwana Haidar Harits Ar Rosyid Haryoto, Dwi Hasan Ismail Heru Wahyu Herwanto Hestiningtyas Yuli Pratiwi Hidayatullah, Fajar Rizky Imam Ghozali Irfan Fikri Akmalia Irgi Aditya Irham Fadlika Irma Rizky Aprillia Isna Nugraha Ivan Jeremias Tjioewinata Ivanda, Shabrina Tsalsabela Jamilah, Umi Januari Adi Prasetya Jayanti Jiwa Prasetyaningtyas Jonathan Saputra Krisnawan, Shandy Langlang Gumilar M. Cahyo Bagaskoro M. Rodhi Faiz, M. Rodhi Mahfud Jiono Marcelani, Rigel Saesaria Moh Rofiki Moh. Amri Pradaka Moh. Zainul Falah Mokh Sholihul Hadi Muhammad Abd. Hadi Bin Bunyamin Muhammad Aqshal Muhammad Cahyo Bagaskoro muhammad cahyo bagaskoro Muhammad Khoirul Hudha Muhammad Sandi Kurniawan Muhammad Tahfidlul Azmi Muis Muhtadi Muladi N. Hidayatillah Naizatul Zainul Rofiqi Nanang Winarno Nanda Firlana Nike Illiyine Pangestuti Nur Hidayat, Wahyu Parno Pradaka, Moh. Amri Pranata, Krisnayana Puji Hariati Winingsih Raditya Chavvah Hesa Putra Raditya Chavvah Hesa Putra Raffi Taufik Gushardana Ramadhan, Moch. Rizal Ridho Riski Hadi Rindi Santika Agustin Riska, Fati Matur Riyanto, Didik Rusindiyanto Ryan Setyo Putro Robawa Sakti Gunawan Irianto, Wahyu Saodah Omar Saputri, Avida Pramayshela Satriani, Cahya Tifandi Shita Dwi Annisya Shita Dwi Annisya Siagian, Wiranty Tiara Wijaya Siti Sendari Sucipto Sulistiyanto Sunarti Syaad Patmanthara Syaifuddin Zuhri Tran Huy Duy Tranggono Tranggono Tri Wulan Sari Usman, Nurlatifah Utomo Pujianto Utomo, Imam Tree Vinna Mei Astuti Vivi Indah Lestari Wahyu Sakti Gunawan Irianto Wahyu Tri Handoko Yekti Condro Winursito Yekti Condro Winursito Yuni Rahmawati Zainal Arifin Zainul Falah, Moh Zidan, Rahmat