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All Journal Frontier Energy System and Power Engineering
Muchamad Wahyu Prasetyo
Universitas Negeri Malang
Control & Systems Engineering Electrical & Electronics Engineering Energy

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Journal : Frontier Energy System and Power Engineering

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Implementation of Mamdani Fuzzy Logic on PLN Electricity Sales in East Java Muhammad Hafiizh; Muchamad Wahyu Prasetyo; Aripriharta Aripriharta; Anik Nur Handayani
Frontier Energy System and Power Engineering Vol 5, No 1 (2023): January
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17977/um049v5i1p32-40

Abstract

This research aims to provide innovation in the development of a smarter and more adaptive electricity distribution system, able to face the challenges that arise in the digital era. The results of this research can be a guide in improving the efficiency and reliability of electricity sales. The experimental method is applied by implementing mamdani fuzzy logic on PLN electricity sales data in East Java. From the results of the application of mamdani fuzzy by comparing the prediction results with the original data, the Mean Absolute Error (MAE) result is 0.17% and the Root Mean Squared Error (RMSE) value is 0.21%. So it can be concluded that fuzzy logic mamdani method can be used in predicting electricity sold and provide valuable guidance for PLN in improving the efficiency and reliability of electricity sales in the East Java region in a sustainable manner.
Co-Authors Anik Nur Handayani Aripriharta - Muhammad Hafiizh