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Model predictive control of air-conditioning system for electric vehicles.

In this era, vehicles become part of human life. Without vehicles, it is inconvenient for human to travel, biking or walking will be done instead which will consume a lot of time and energy. Nowadays, everyone is using petrol vehicles, and the emission of petrol vehicles will cause air pollution....

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Main Author: Ang, Wei Hang
Format: Final Year Project / Dissertation / Thesis
Published: 2022
Subjects:
Q Science (General)
T Technology (General)
Online Access:http://eprints.utar.edu.my/4638/1/fyp_CS_2022_AWH.pdf
http://eprints.utar.edu.my/4638/
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spelling my-utar-eprints.46382022-10-13T07:33:44Z Model predictive control of air-conditioning system for electric vehicles. Ang, Wei Hang Q Science (General) T Technology (General) In this era, vehicles become part of human life. Without vehicles, it is inconvenient for human to travel, biking or walking will be done instead which will consume a lot of time and energy. Nowadays, everyone is using petrol vehicles, and the emission of petrol vehicles will cause air pollution. Hence, electric vehicle is introduced to reduce the air pollution since it can be known as zero emission vehicle. However, electric vehicle travels shorter distance compared to petrol vehicle. The reason is the air conditioning system of electric vehicle consumed a lot of energy and this limitation affected the thought of human by using petrol vehicle will be much better. Hence, there are various of control algorithm such as PID controller, Fuzzy Logic controller and Ruled-based Bang-Bang controller can be used to tackle this issue. In this project, a control algorithm which is model predictive control (MPC) will be introduced to optimize the energy consumption and the cabin temperature of electric vehicle. The state space model and neural network model can be identified as the prediction model. After defining the prediction model, the model will be implemented to the MPC by using MATLAB. And finally, the result will be simulated. 2022-04-19 Final Year Project / Dissertation / Thesis NonPeerReviewed application/pdf http://eprints.utar.edu.my/4638/1/fyp_CS_2022_AWH.pdf Ang, Wei Hang (2022) Model predictive control of air-conditioning system for electric vehicles. Final Year Project, UTAR. http://eprints.utar.edu.my/4638/
institution Universiti Tunku Abdul Rahman
building UTAR Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tunku Abdul Rahman
content_source UTAR Institutional Repository
url_provider http://eprints.utar.edu.my
topic Q Science (General)
T Technology (General)
spellingShingle Q Science (General)
T Technology (General)
Ang, Wei Hang
Model predictive control of air-conditioning system for electric vehicles.
description In this era, vehicles become part of human life. Without vehicles, it is inconvenient for human to travel, biking or walking will be done instead which will consume a lot of time and energy. Nowadays, everyone is using petrol vehicles, and the emission of petrol vehicles will cause air pollution. Hence, electric vehicle is introduced to reduce the air pollution since it can be known as zero emission vehicle. However, electric vehicle travels shorter distance compared to petrol vehicle. The reason is the air conditioning system of electric vehicle consumed a lot of energy and this limitation affected the thought of human by using petrol vehicle will be much better. Hence, there are various of control algorithm such as PID controller, Fuzzy Logic controller and Ruled-based Bang-Bang controller can be used to tackle this issue. In this project, a control algorithm which is model predictive control (MPC) will be introduced to optimize the energy consumption and the cabin temperature of electric vehicle. The state space model and neural network model can be identified as the prediction model. After defining the prediction model, the model will be implemented to the MPC by using MATLAB. And finally, the result will be simulated.
format Final Year Project / Dissertation / Thesis
author Ang, Wei Hang
author_facet Ang, Wei Hang
author_sort Ang, Wei Hang
title Model predictive control of air-conditioning system for electric vehicles.
title_short Model predictive control of air-conditioning system for electric vehicles.
title_full Model predictive control of air-conditioning system for electric vehicles.
title_fullStr Model predictive control of air-conditioning system for electric vehicles.
title_full_unstemmed Model predictive control of air-conditioning system for electric vehicles.
title_sort model predictive control of air-conditioning system for electric vehicles.
publishDate 2022
url http://eprints.utar.edu.my/4638/1/fyp_CS_2022_AWH.pdf
http://eprints.utar.edu.my/4638/
_version_ 1748184793063882752
score 13.211869

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