Adaptive neuro-fuzzy inference system to improve the power quality of a split shaft microturbine power generation system

2012 ◽  
Vol 197 ◽  
pp. 196-209 ◽  
Author(s):  
Yüksel Oğuz ◽  
Seydi Vakkas Üstün ◽  
İsmail Yabanova ◽  
Mehmet Yumurtaci ◽  
İrfan Güney
Keyword(s):  
Power Generation ◽  
Power Quality ◽  
Fuzzy Inference System ◽  
Fuzzy Inference ◽  
Generation System ◽  
Inference System ◽  
Neuro Fuzzy ◽  
Power Generation System

scholarly journals ANFIS control of a shunt active filter based with a five-level NPC inverter to improve power quality

2021 ◽  
Vol 11 (3) ◽  
pp. 1886
Author(s):  
Mahmoud Mostefa Tounsi ◽  
Ahmed Allali ◽  
Houari Merabet Boulouiha ◽  
Mouloud Denaï
Keyword(s):  
Power Quality ◽  
Fuzzy Inference ◽  
Fuzzy Controller ◽  
Harmonic Distortion ◽  
Active Filter ◽  
Nonlinear Loads ◽  
Inference System ◽  
Shunt Active Filter ◽  
Neuro Fuzzy

This paper addresses the problem of power quality, and the degradation of the current waveform in the distribution network which results directly from the proliferation of the nonlinear loads. We propose to use a five-level neutral point clamped (NPC) inverter topology for the implementation of the shunt active filter (SAPF). The aim of the SAPF is to inject harmonic currents in phase opposition at the connection point. The identification of harmonics is based on the pq method. A neuro-fuzzy controller based on ANFIS (adaptive neuro fuzzy inference system) is designed for the SAPF. The simulation study is carried out using MATLAB/Simulink and the results show a significant improvement in the quality of energy and a reduction in total harmonic distortion (THD) in accordance with IEC standard, IEEE-519, IEC 61000, EN 50160.

Investigation of the control method and power quality of the gas hydrate power generation system

2016 ◽  
Vol 2016.54 (0) ◽  
pp. 131-132
Author(s):  
Daisuke MIKAWA ◽  
Shin'ya OBARA ◽  
Masahito KAWAI ◽  
Masamitsu TAKABATAKE
Keyword(s):  
Power Generation ◽  
Power Quality ◽  
Gas Hydrate ◽  
Control Method ◽  
Generation System ◽  
Power Generation System
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