Study of Error Propagation in the Transformations of Dynamic Thermal Models of Buildings
Joint Authors
Raillon, Loïc
Ghiaus, Christian
Source
Journal of Control Science and Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-09-06
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
Dynamic behaviour of a system may be described by models with different forms: thermal (RC) networks, state-space representations, transfer functions, and ARX models.
These models, which describe the same process, are used in the design, simulation, optimal predictive control, parameter identification, fault detection and diagnosis, and so on.
Since more forms are available, it is interesting to know which one is the most suitable by estimating the sensitivity of the model to transform into a physical model, which is represented by a thermal network.
A procedure for the study of error by Monte Carlo simulation and of factor prioritization is exemplified on a simple, but representative, thermal model of a building.
The analysis of the propagation of errors and of the influence of the errors on the parameter estimation shows that the transformation from state-space representation to transfer function is more robust than the other way around.
Therefore, if only one model is chosen, the state-space representation is preferable.
American Psychological Association (APA)
Raillon, Loïc& Ghiaus, Christian. 2017. Study of Error Propagation in the Transformations of Dynamic Thermal Models of Buildings. Journal of Control Science and Engineering،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1173486
Modern Language Association (MLA)
Raillon, Loïc& Ghiaus, Christian. Study of Error Propagation in the Transformations of Dynamic Thermal Models of Buildings. Journal of Control Science and Engineering No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1173486
American Medical Association (AMA)
Raillon, Loïc& Ghiaus, Christian. Study of Error Propagation in the Transformations of Dynamic Thermal Models of Buildings. Journal of Control Science and Engineering. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1173486
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1173486