PERANCANGAN SISTEM KERJA AVR DENGAN MENGGUNAKAN ARTIFICIAL INTELLIGENCE BERBASIS LOGIKA FUZZY PADA PLTGU DI PT. INDONESIA POWER UPJP TANJUNG PRIOK
Total View This Week0
Total View This Week0
Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
Relia Faradiba Rahmawati, Ayu
Satya Dini, Hasna
Oktaviana Putri, Tri Wahyu
Satya Dini, Hasna
Oktaviana Putri, Tri Wahyu
Subject
Teknik Elektro
Datestamp
2022-11-01 08:02:07
Abstract :
Power generation AVR is one of the important, where its function as a generator output voltage stabilizer. Therefore, it is necessary to design using simulation, namely using the Matlab application. This study aims to identify the response of the AVR when the voltage deviation occurs in the field, identify the fuzzy logic-based AVR design, compare the performance of AVR control using fuzzy logic to the AVR control in the field. In achieving the goal, it is necessary to design using a matlab application, some of the features matlab one of which is fuzzy toolbox. Fuzzy logic in designing the AVR work system as voltage stabilizer giving an excitation current. In process of making fuzzy logic on the AVR, it?s necessary to compare with comparison data form of actual data. In the process making fuzzy logic, the method used is the Mamdani method with triangular membership function. It have two inputs and one output are needed, where input data from the output voltage generated by the generator, and in the AVR, the excitation current supply adjusted to stabilize the voltage. Fuzzy logic process in excitation settings, it has several membership functions, HN (High Negative), LN (Low Negative), Z (Zero), LP (Low Positive), and HP (High Positive). Given a rule so that it will get an output in the form of excitation in accordance with the membership function. Results of the study using fuzzy logic can overcome the voltage deviation when compared to the field, an error of 2.96% is obtained.
Power generation AVR is one of the important, where its function as a generator output voltage stabilizer. Therefore, it is necessary to design using simulation, namely using the Matlab application. This study aims to identify the response of the AVR when the voltage deviation occurs in the field, identify the fuzzy logic-based AVR design, compare the performance of AVR control using fuzzy logic to the AVR control in the field. In achieving the goal, it is necessary to design using a matlab application, some of the features matlab one of which is fuzzy toolbox. Fuzzy logic in designing the AVR work system as voltage stabilizer giving an excitation current. In process of making fuzzy logic on the AVR, it?s necessary to compare with comparison data form of actual data. In the process making fuzzy logic, the method used is the Mamdani method with triangular membership function. It have two inputs and one output are needed, where input data from the output voltage generated by the generator, and in the AVR, the excitation current supply adjusted to stabilize the voltage. Fuzzy logic process in excitation settings, it has several membership functions, HN (High Negative), LN (Low Negative), Z (Zero), LP (Low Positive), and HP (High Positive). Given a rule so that it will get an output in the form of excitation in accordance with the membership function. Results of the study using fuzzy logic can overcome the voltage deviation when compared to the field, an error of 2.96% is obtained.
Download
book
BibTex
Latex, Jabref
cloud_download
Original Resource
url resource Institution
