A Numerical Approach for Buildings Reduced Thermal Model Parameters Evaluation. (August 2019)
- Record Type:
- Journal Article
- Title:
- A Numerical Approach for Buildings Reduced Thermal Model Parameters Evaluation. (August 2019)
- Main Title:
- A Numerical Approach for Buildings Reduced Thermal Model Parameters Evaluation
- Authors:
- Boodi, Abhinandana
Beddiar, Karim
Amirat, Yassine
Benbouzid, Mohamed - Abstract:
- Abstract: This paper introduces an efficient PSO-based optimization method to identify parametric values of buildings reduced thermal RC network models. A high order reference model representing energy flow through building envelope is developed based on Crank-Nicolson finite difference method. Thermal network models performance with random resistance and capacitance values are compared with a reference model then PSO is used for parameters identification to match the actual reference model thermal dynamics. The accuracy and computational cost of these optimized models are validated against reference model for different construction classes. The proposed methodology presents an effective way to develop a reliable thermal network model representing realistic thermal dynamics in building that can be used to improve efficiency of controlling techniques.
- Is Part Of:
- IOP conference series. Volume 322(2019)
- Journal:
- IOP conference series
- Issue:
- Volume 322(2019)
- Issue Display:
- Volume 322, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 322
- Issue:
- 2019
- Issue Sort Value:
- 2019-0322-2019-0000
- Page Start:
- Page End:
- Publication Date:
- 2019-08
- Subjects:
- Earth sciences -- Periodicals
Environmental sciences -- Congresses
Environmental sciences -- Periodicals
550.5 - Journal URLs:
- http://iopscience.iop.org/1755-1315 ↗
http://ioppublishing.org/ ↗ - DOI:
- 10.1088/1755-1315/322/1/012015 ↗
- Languages:
- English
- ISSNs:
- 1755-1307
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4565.243000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12032.xml