PERKIRAKAN BEBAN LISTRIK DI KOTA YOGYAKARTA MENGGUNAKAN FUZZY LOGIC

Gunawan, Arif (2019) PERKIRAKAN BEBAN LISTRIK DI KOTA YOGYAKARTA MENGGUNAKAN FUZZY LOGIC. Tugas Akhir thesis, University of Technology Yogyakarta.

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Abstract

Electricity needs in the current technological era is very important. The amount of electricity consumption from time to time tends to increase, the amount of which can not be determined with certainty. For this reason, electricity load forecasting is needed so that the generated electricity load is as needed. This study estimates the short-term electricity load in the city of Yogyakarta, with predictor variables using electrical loads and past surface temperatures. Estimate the electricity load using the Fuzzy Mamdani Logic method with centroid defuzification. From the results of the research conducted, obtained the results of fuzzy logic models that are used using six inputs, namely load 1, temperature 1, load 2, temperature 2, load 3, and temperature 3 as well as one output namely forecast load. There are five variables in the load namely very small, small, medium, large, and very large. There are three variables in temperature, namely low, medium and high. The load and temperature membership function uses a triangle curve representation. Estimated electricity load on March 14, 2019 to produce MAPE of 2,445%. On March 15, 2019 MAPE amounted to 2,556%. Keywords: Estimation, Electricity load, Earth's surface temperature, Fuzzy Mamdani Logic

Item Type: Thesis (Skripsi, Tugas Akhir or Kerja Praktek) (Tugas Akhir)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Fakultas Teknologi Informasi dan Elektro > S1 Teknik Elektro
Depositing User: UTY MS Hendriyawan Achmad
Date Deposited: 21 Oct 2019 01:24
Last Modified: 21 Oct 2019 01:24
URI: http://eprints.uty.ac.id/id/eprint/3514

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