On-line parameter estimation of an Air Handling Unit model: experimental results using the modulating function method

Ana Ionesi, Jerome Jouffroy

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

In this paper, we investigate the implementation of an on-line parameter estimation scheme on a heat flow experiment. The aim is to estimate on-line the parameters of a reduced-order model for the heat flow process in the air handling unit of a typical fan coil compact HVAC system. The well-known modulating function method is used as the estimation algorithm. The results obtained from implementation on an actual experimental platform show a good performance.
Original languageEnglish
Title of host publicationIEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
PublisherIEEE
Publication dateSep 2018
Pages81-86
ISBN (Print)978-1-5386-1855-4
ISBN (Electronic) 978-1-5386-1854-7
DOIs
Publication statusPublished - Sep 2018
Event2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics - University of Auckland, Auckland, New Zealand
Duration: 9 Jul 201812 Jul 2018
http://aim2018.org/

Conference

Conference2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics
LocationUniversity of Auckland
CountryNew Zealand
CityAuckland
Period09/07/201812/07/2018
Internet address

Fingerprint

Parameter estimation
Heat transfer
Air
Fans
Experiments
HVAC

Cite this

Ionesi, A., & Jouffroy, J. (2018). On-line parameter estimation of an Air Handling Unit model: experimental results using the modulating function method. In IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) (pp. 81-86). IEEE. https://doi.org/10.1109/AIM.2018.8452284
Ionesi, Ana ; Jouffroy, Jerome. / On-line parameter estimation of an Air Handling Unit model : experimental results using the modulating function method. IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). IEEE, 2018. pp. 81-86
@inproceedings{74804a6850e6474898447a271a30ace5,
title = "On-line parameter estimation of an Air Handling Unit model: experimental results using the modulating function method",
abstract = "In this paper, we investigate the implementation of an on-line parameter estimation scheme on a heat flow experiment. The aim is to estimate on-line the parameters of a reduced-order model for the heat flow process in the air handling unit of a typical fan coil compact HVAC system. The well-known modulating function method is used as the estimation algorithm. The results obtained from implementation on an actual experimental platform show a good performance.",
author = "Ana Ionesi and Jerome Jouffroy",
year = "2018",
month = "9",
doi = "10.1109/AIM.2018.8452284",
language = "English",
isbn = "978-1-5386-1855-4",
pages = "81--86",
booktitle = "IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)",
publisher = "IEEE",
address = "United States",

}

Ionesi, A & Jouffroy, J 2018, On-line parameter estimation of an Air Handling Unit model: experimental results using the modulating function method. in IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). IEEE, pp. 81-86, Auckland, New Zealand, 09/07/2018. https://doi.org/10.1109/AIM.2018.8452284

On-line parameter estimation of an Air Handling Unit model : experimental results using the modulating function method. / Ionesi, Ana; Jouffroy, Jerome.

IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). IEEE, 2018. p. 81-86.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

TY - GEN

T1 - On-line parameter estimation of an Air Handling Unit model

T2 - experimental results using the modulating function method

AU - Ionesi, Ana

AU - Jouffroy, Jerome

PY - 2018/9

Y1 - 2018/9

N2 - In this paper, we investigate the implementation of an on-line parameter estimation scheme on a heat flow experiment. The aim is to estimate on-line the parameters of a reduced-order model for the heat flow process in the air handling unit of a typical fan coil compact HVAC system. The well-known modulating function method is used as the estimation algorithm. The results obtained from implementation on an actual experimental platform show a good performance.

AB - In this paper, we investigate the implementation of an on-line parameter estimation scheme on a heat flow experiment. The aim is to estimate on-line the parameters of a reduced-order model for the heat flow process in the air handling unit of a typical fan coil compact HVAC system. The well-known modulating function method is used as the estimation algorithm. The results obtained from implementation on an actual experimental platform show a good performance.

U2 - 10.1109/AIM.2018.8452284

DO - 10.1109/AIM.2018.8452284

M3 - Article in proceedings

SN - 978-1-5386-1855-4

SP - 81

EP - 86

BT - IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)

PB - IEEE

ER -

Ionesi A, Jouffroy J. On-line parameter estimation of an Air Handling Unit model: experimental results using the modulating function method. In IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). IEEE. 2018. p. 81-86 https://doi.org/10.1109/AIM.2018.8452284