DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE

The use of a Power System Stabilizer (PSS) as a generator excitation system is essential for maintaining system stability against low-frequency oscillations caused by the exchange of kinetic energy in the generator. Determining the optimal tuning parameters for the PSS is crucial to ensure it pro...

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Main Author: Maytsa Syahida, Rofi
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/82441
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:82441
spelling id-itb.:824412024-07-08T13:20:35ZDESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE Maytsa Syahida, Rofi Indonesia Final Project Power system stabilizer, parameter tuning, genetic algorithm, optimization. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/82441 The use of a Power System Stabilizer (PSS) as a generator excitation system is essential for maintaining system stability against low-frequency oscillations caused by the exchange of kinetic energy in the generator. Determining the optimal tuning parameters for the PSS is crucial to ensure it provides good performance across all modes during disturbances. This thesis aims to design the use of a Genetic Algorithm (GA) in MATLAB as a method to optimize the PSS2B parameters. The optimal tuning parameters for the PSS are obtained by exchanging eigenvalue data and frequency responses from the generator, which are then processed using GA with the aid of the Optimization Toolbox in MATLAB. This optimization is performed to achieve optimal parameter values that meet standards set by WECC, the Indonesian Grid Code, and IEEE 4215-2016 standards for excitation systems. In this thesis, the optimization design for the PSS includes the gain, washout time constant, and time constants of the Lead-Lag Compensator block. The results from the optimization using various approaches indicate that PSS tuning simulation using GA in MATLAB can yield optimal PSS parameters that comply with the established standards.. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description The use of a Power System Stabilizer (PSS) as a generator excitation system is essential for maintaining system stability against low-frequency oscillations caused by the exchange of kinetic energy in the generator. Determining the optimal tuning parameters for the PSS is crucial to ensure it provides good performance across all modes during disturbances. This thesis aims to design the use of a Genetic Algorithm (GA) in MATLAB as a method to optimize the PSS2B parameters. The optimal tuning parameters for the PSS are obtained by exchanging eigenvalue data and frequency responses from the generator, which are then processed using GA with the aid of the Optimization Toolbox in MATLAB. This optimization is performed to achieve optimal parameter values that meet standards set by WECC, the Indonesian Grid Code, and IEEE 4215-2016 standards for excitation systems. In this thesis, the optimization design for the PSS includes the gain, washout time constant, and time constants of the Lead-Lag Compensator block. The results from the optimization using various approaches indicate that PSS tuning simulation using GA in MATLAB can yield optimal PSS parameters that comply with the established standards..
format Final Project
author Maytsa Syahida, Rofi
spellingShingle Maytsa Syahida, Rofi
DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
author_facet Maytsa Syahida, Rofi
author_sort Maytsa Syahida, Rofi
title DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
title_short DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
title_full DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
title_fullStr DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
title_full_unstemmed DESIGN OPTIMIZATION OF PSS2B PARAMETERS USING GENETIC ALGORITHM TOOLBOX WITH MATLAB AND DIGSILENT INTERFACE
title_sort design optimization of pss2b parameters using genetic algorithm toolbox with matlab and digsilent interface
url https://digilib.itb.ac.id/gdl/view/82441
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