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All Journal Prosiding Seminar Nasional Teknoka
Farhan Saumi Abdillah
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Engineering

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Perancangan Sistem Solar Tracker Single-Axis Berbasis ANFIS Farhan Saumi Abdillah; Sofia Pinardi; Harry Ramza
Prosiding Seminar Nasional Teknoka Vol 9 (2024): Proceeding of TEKNOKA National Seminar - 9
Publisher : Fakultas Teknik, Universitas Muhammadiyah Prof. Dr. Hamka, Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/teknoka.v9i1.17519

Abstract

Static solar panel systems have limitations in optimally capturing energy due to the sun's continuously changing position throughout the day. This study aims to design a single-axis solar tracking system on the altitude axis using the Adaptive Neuro-Fuzzy Inference System (ANFIS) method through MATLAB software. The dataset, consisting of time variables (month, day, hour, and minute) as input and the sun's altitude angle as output, was obtained from the timeanddate.com website. The ANFIS processing focused on minimizing error in the form of Root Mean Square Error (RMSE). The results showed that the ANFIS approach achieved an RMSE of 0.51 for training data and 0.56 for testing data. This system can accurately predict the sun's altitude angle, supporting the development of single-axis solar tracking systems.
Co-Authors Harry Ramza Sofia Pinardi