Proceedings of the 2016 International Conference on Mechanics, Materials and Structural Engineering

Thermal Model Parameter Estimation for HVAC Facility using Recursive Least Square Method

Authors
Dae Ki Kim, Kyu Chul Lee, Sung Hyun Yoo, Jung Hoon Kim, Myotaeg Lim
Corresponding Author
Dae Ki Kim
Available Online March 2016.
DOI
10.2991/icmmse-16.2016.53How to use a DOI?
Keywords
Heating, Ventilating and Air Conditioning (HVAC), Home Energy Management System (HEMS), Parameter estimation, Recursive least square
Abstract

In this paper, the parameter estimation of thermal dynamic discrete-time system for heating, ventilating and air conditioning (HVAC) is studied using recursive least square method. Parameters are estimated by using recursive least square method. Thermodynamic model of indoor test bed is formulated by outdoor temperature, HVAC power consumption, and thermal noise and estimated thermal dynamic parameters show improved performance of thermodynamic model for day-ahead indoor temperature compared to original least square parameter estimation approach. In this research, the experiment is implemented to verify the performance of proposed approach in a laboratory environment.

Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2016 International Conference on Mechanics, Materials and Structural Engineering
Series
Advances in Engineering Research
Publication Date
March 2016
ISBN
978-94-6252-187-2
ISSN
2352-5401
DOI
10.2991/icmmse-16.2016.53How to use a DOI?
Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Dae Ki Kim
AU  - Kyu Chul Lee
AU  - Sung Hyun Yoo
AU  - Jung Hoon Kim
AU  - Myotaeg Lim
PY  - 2016/03
DA  - 2016/03
TI  - Thermal Model Parameter Estimation for HVAC Facility using Recursive Least Square Method
BT  - Proceedings of the 2016 International Conference on Mechanics, Materials and Structural Engineering
PB  - Atlantis Press
SP  - 314
EP  - 318
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmmse-16.2016.53
DO  - 10.2991/icmmse-16.2016.53
ID  - Kim2016/03
ER  -