Application of T-S fuzzy controllers on an HVAC system

Long Teng; Youyi Wang; Can Chen; Wenjian Cai; Hua Li

doi:10.1109/ICIAFS.2014.7069545

Application of T-S fuzzy controllers on an HVAC system

Long Teng
, Youyi Wang
, Can Chen
, Wenjian Cai
, Hua Li

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

5 Citations (Scopus)

Abstract

This paper focuses on designing fuzzy controllers for a kind of Heating, Ventilation, and Air Conditioning (HVAC) systems. A kind of fuzzy method based on T-S fuzzy models with nonlinear local feedbacks is applied to a specific HVAC system. Firstly, an augmented HVAC system model is got based on an existing model. Then control with T-S fuzzy systems with nonlinear local models is reviewed. The control gain is got by solving a set of linear matrix inequalities (LMIs) where H_∞ performance is considered. Finally, simulations and comparisons are executed to illustrate the effectiveness of this kind of fuzzy methods.

Original language	English
Title of host publication	2014 7th International Conference on Information and Automation for Sustainability
Subtitle of host publication	"Sharpening the Future with Sustainable Technology", ICIAfS 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-6
ISBN (Electronic)	9781479945986
DOIs	https://doi.org/10.1109/ICIAFS.2014.7069545
Publication status	Published - 26 Mar 2014
Externally published	Yes
Event	2014 7th International Conference on Information and Automation for Sustainability, ICIAfS 2014 - Colombo, Sri Lanka Duration: 22 Dec 2014 → 24 Dec 2014

Publication series

Name	2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014

Conference

Conference	2014 7th International Conference on Information and Automation for Sustainability, ICIAfS 2014
Country/Territory	Sri Lanka
City	Colombo
Period	22/12/14 → 24/12/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Fuzzy control
H control
HVAC systems
T-S fuzzy models

ASJC Scopus subject areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Control and Systems Engineering

More information

10.1109/ICIAFS.2014.7069545

Cite this

Teng, L., Wang, Y., Chen, C., Cai, W., & Li, H. (2014). Application of T-S fuzzy controllers on an HVAC system. In 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014 (pp. 1-6). Article 7069545 (2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIAFS.2014.7069545

Teng, Long ; Wang, Youyi ; Chen, Can et al. / Application of T-S fuzzy controllers on an HVAC system. 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 1-6 (2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014).

@inproceedings{dc6bb86fdfb44f5dbb0f8b541a4c6e82,

title = "Application of T-S fuzzy controllers on an HVAC system",

abstract = "This paper focuses on designing fuzzy controllers for a kind of Heating, Ventilation, and Air Conditioning (HVAC) systems. A kind of fuzzy method based on T-S fuzzy models with nonlinear local feedbacks is applied to a specific HVAC system. Firstly, an augmented HVAC system model is got based on an existing model. Then control with T-S fuzzy systems with nonlinear local models is reviewed. The control gain is got by solving a set of linear matrix inequalities (LMIs) where H∞ performance is considered. Finally, simulations and comparisons are executed to illustrate the effectiveness of this kind of fuzzy methods.",

keywords = "Fuzzy control, H control, HVAC systems, T-S fuzzy models",

author = "Long Teng and Youyi Wang and Can Chen and Wenjian Cai and Hua Li",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 7th International Conference on Information and Automation for Sustainability, ICIAfS 2014 ; Conference date: 22-12-2014 Through 24-12-2014",

year = "2014",

month = mar,

day = "26",

doi = "10.1109/ICIAFS.2014.7069545",

language = "English",

series = "2014 7th International Conference on Information and Automation for Sustainability: {"}Sharpening the Future with Sustainable Technology{"}, ICIAfS 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1--6",

booktitle = "2014 7th International Conference on Information and Automation for Sustainability",

}

Teng, L, Wang, Y, Chen, C, Cai, W & Li, H 2014, Application of T-S fuzzy controllers on an HVAC system. in 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014., 7069545, 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014, Institute of Electrical and Electronics Engineers Inc., pp. 1-6, 2014 7th International Conference on Information and Automation for Sustainability, ICIAfS 2014, Colombo, Sri Lanka, 22/12/14. https://doi.org/10.1109/ICIAFS.2014.7069545

Application of T-S fuzzy controllers on an HVAC system. / Teng, Long; Wang, Youyi; Chen, Can et al.
2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 1-6 7069545 (2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Application of T-S fuzzy controllers on an HVAC system

AU - Teng, Long

AU - Wang, Youyi

AU - Chen, Can

AU - Cai, Wenjian

AU - Li, Hua

PY - 2014/3/26

Y1 - 2014/3/26

N2 - This paper focuses on designing fuzzy controllers for a kind of Heating, Ventilation, and Air Conditioning (HVAC) systems. A kind of fuzzy method based on T-S fuzzy models with nonlinear local feedbacks is applied to a specific HVAC system. Firstly, an augmented HVAC system model is got based on an existing model. Then control with T-S fuzzy systems with nonlinear local models is reviewed. The control gain is got by solving a set of linear matrix inequalities (LMIs) where H∞ performance is considered. Finally, simulations and comparisons are executed to illustrate the effectiveness of this kind of fuzzy methods.

AB - This paper focuses on designing fuzzy controllers for a kind of Heating, Ventilation, and Air Conditioning (HVAC) systems. A kind of fuzzy method based on T-S fuzzy models with nonlinear local feedbacks is applied to a specific HVAC system. Firstly, an augmented HVAC system model is got based on an existing model. Then control with T-S fuzzy systems with nonlinear local models is reviewed. The control gain is got by solving a set of linear matrix inequalities (LMIs) where H∞ performance is considered. Finally, simulations and comparisons are executed to illustrate the effectiveness of this kind of fuzzy methods.

KW - Fuzzy control

KW - H control

KW - HVAC systems

KW - T-S fuzzy models

UR - https://www.scopus.com/pages/publications/84946689040

U2 - 10.1109/ICIAFS.2014.7069545

DO - 10.1109/ICIAFS.2014.7069545

M3 - Conference article published in proceeding or book

AN - SCOPUS:84946689040

T3 - 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014

SP - 1

EP - 6

BT - 2014 7th International Conference on Information and Automation for Sustainability

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 7th International Conference on Information and Automation for Sustainability, ICIAfS 2014

Y2 - 22 December 2014 through 24 December 2014

ER -

Teng L, Wang Y, Chen C, Cai W, Li H. Application of T-S fuzzy controllers on an HVAC system. In 2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 1-6. 7069545. (2014 7th International Conference on Information and Automation for Sustainability: "Sharpening the Future with Sustainable Technology", ICIAfS 2014). doi: 10.1109/ICIAFS.2014.7069545

Application of T-S fuzzy controllers on an HVAC system

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

More information

Other files and links

Fingerprint

Cite this