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Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah

State Space Model (SSM) is a type of probabilistic graphical model that is presented here. SSMs are known by various names, such as latent process models and hidden Markov models. The aim of this research is to analyse the typical problem of controlling and maintaining the water level in a boiler sy...

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Main Authors: Firdus, Muhammad Fariz, Mohd Fadli, Nur Syuhada, Abdullah, Nurfatihah
Format: Student Project
Language:English
Published: 2023
Subjects:
Mathematical statistics. Probabilities
Fuzzy logic
Online Access:https://ir.uitm.edu.my/id/eprint/83583/1/83583.pdf
https://ir.uitm.edu.my/id/eprint/83583/
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spelling my.uitm.ir.835832023-09-14T04:58:12Z https://ir.uitm.edu.my/id/eprint/83583/ Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah Firdus, Muhammad Fariz Mohd Fadli, Nur Syuhada Abdullah, Nurfatihah Mathematical statistics. Probabilities Fuzzy logic State Space Model (SSM) is a type of probabilistic graphical model that is presented here. SSMs are known by various names, such as latent process models and hidden Markov models. The aim of this research is to analyse the typical problem of controlling and maintaining the water level in a boiler system. The flow of the boiler system must function properly, with the quantity of water exiting neither too little nor too much. Otherwise, the compartment in front of it may be severely impacted. The purpose of this research is to evaluate the performance of the boiler system's drum and reheater. The data has been analysed using MATLAB programming and displayed using Simulink and simulation. The simulation findings indicate that the operation of the reheater and the outflow of the drum follow a similar pattern. In accordance with this, the three objectives of this research are to investigate boiler and combined cycle power plants via SSM, to integrate the FSSM in the Drum and Reheater of the combined cycle power plant, and to simulate the uncertain model parameters of the Drum and Reheater. Implementing the method presented in this research is a daunting challenge in the domains of mathematics and engineering, which highlights the significance of this research. The results can be utilised in numerous ways. By adding SSM into the Drum and Reheater System, the boiler's performance has been drastically enhanced. By utilising MATLAB programming and MATLAB Simulink, the time required to determine the boiler system's equation was reduced. In conclusion, for the Drum and Reheater System from the boiler in a combined cycle power plant, there are many calculated results of different uncertain model factors. The outcomes have a wide range of applications. The Drum and Reheater System's performance has significantly improved because to the addition of SSM. MATLAB programming and MATLAB Simulink were used to speed up the process of finding the equation for the boiler system. In conclusion, there are several computed findings of various uncertain model parameters for the Drum and Reheater System from the boiler in a combined cycle power plant. 2023 Student Project NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/83583/1/83583.pdf Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah. (2023) [Student Project] (Unpublished)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mathematical statistics. Probabilities
Fuzzy logic
spellingShingle Mathematical statistics. Probabilities
Fuzzy logic
Firdus, Muhammad Fariz
Mohd Fadli, Nur Syuhada
Abdullah, Nurfatihah
Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
description State Space Model (SSM) is a type of probabilistic graphical model that is presented here. SSMs are known by various names, such as latent process models and hidden Markov models. The aim of this research is to analyse the typical problem of controlling and maintaining the water level in a boiler system. The flow of the boiler system must function properly, with the quantity of water exiting neither too little nor too much. Otherwise, the compartment in front of it may be severely impacted. The purpose of this research is to evaluate the performance of the boiler system's drum and reheater. The data has been analysed using MATLAB programming and displayed using Simulink and simulation. The simulation findings indicate that the operation of the reheater and the outflow of the drum follow a similar pattern. In accordance with this, the three objectives of this research are to investigate boiler and combined cycle power plants via SSM, to integrate the FSSM in the Drum and Reheater of the combined cycle power plant, and to simulate the uncertain model parameters of the Drum and Reheater. Implementing the method presented in this research is a daunting challenge in the domains of mathematics and engineering, which highlights the significance of this research. The results can be utilised in numerous ways. By adding SSM into the Drum and Reheater System, the boiler's performance has been drastically enhanced. By utilising MATLAB programming and MATLAB Simulink, the time required to determine the boiler system's equation was reduced. In conclusion, for the Drum and Reheater System from the boiler in a combined cycle power plant, there are many calculated results of different uncertain model factors. The outcomes have a wide range of applications. The Drum and Reheater System's performance has significantly improved because to the addition of SSM. MATLAB programming and MATLAB Simulink were used to speed up the process of finding the equation for the boiler system. In conclusion, there are several computed findings of various uncertain model parameters for the Drum and Reheater System from the boiler in a combined cycle power plant.
format Student Project
author Firdus, Muhammad Fariz
Mohd Fadli, Nur Syuhada
Abdullah, Nurfatihah
author_facet Firdus, Muhammad Fariz
Mohd Fadli, Nur Syuhada
Abdullah, Nurfatihah
author_sort Firdus, Muhammad Fariz
title Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
title_short Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
title_full Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
title_fullStr Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
title_full_unstemmed Fuzzy state space of multivariable system / Muhammad Fariz Firdus, Nur Syuhada Mohd Fadli and Nurfatihah Abdullah
title_sort fuzzy state space of multivariable system / muhammad fariz firdus, nur syuhada mohd fadli and nurfatihah abdullah
publishDate 2023
url https://ir.uitm.edu.my/id/eprint/83583/1/83583.pdf
https://ir.uitm.edu.my/id/eprint/83583/
_version_ 1778165950991826944
score 13.211869

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