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30317

Development of an Optimal/Robust Control Strategy for Electrical Energy Cost Minimization in an Air-Conditioning Plant

Article

Last updated: 22 Jan 2023

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Tags

Engineering

Abstract

This paper focuses on modelling the thermal behaviour of buildings and designing an optimal control algorithm for their HVAC systems. The problem of developing a good model to capture the heat storage and heat transmission properties of building thermal elements such as rooms and walls is addressed by using the lumped capacitance method. The equations governing the system dynamics are derived using the thermal circuit approach, and by defining equivalent thermal masses, thermal resistors and thermal capacitors. In the control design part, we have introduced a control algorithm which is composed in Pontryagin's Minimum Principle controller. The optimal tracking problem is solved in Pontryagin's Minimum Principle controller where the interconnection of all walls are taken into consideration. The Pontryagin's Minimum Principle controller 0minimizes a quadratic cost function which has two quadratic terms. One takes into account the comfort level and the other represents the control effort, i.e. the energy consumed to operate the HVAC system. Simulation results for a single room example show energy savings using this control algorithm  over a conventional PI controller.

DOI

10.21608/sjou.2018.30317

Keywords

Pontryagin's Minimum Principle, optimal control

Authors

First Name

mohamed

Last Name

Farag

MiddleName

M. Diaa El-Din H

Affiliation

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Email

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City

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Orcid

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First Name

Farid

Last Name

Ezz El-Din

MiddleName

A. Tolbah, Mohamed Osama

Affiliation

Ain Shams University, Faculty of Engineering, Cairo, Egypt.

Email

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City

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Orcid

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Volume

4

Article Issue

2

Related Issue

5250

Issue Date

2018-01-01

Receive Date

2018-04-25

Publish Date

2018-01-01

Page Start

23

Page End

34

Print ISSN

2314-8640

Online ISSN

2356-8119

Link

https://sjou.journals.ekb.eg/article_30317.html

Detail API

https://sjou.journals.ekb.eg/service?article_code=30317

Order

4

Type

Original Article

Type Code

724

Publication Type

Journal

Publication Title

Scientific Journal of October 6 University

Publication Link

https://sjou.journals.ekb.eg/

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Article

Created At

22 Jan 2023