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Simplified building model for transient thermal performance estimation using GA-based parameter identification.

Author(s) : WANG S., XU X.

Type of article: Article

Summary

Building simple and effective models are essential to many applications, such as building performance diagnosis and optimal control. Detailed physical models are time consuming and often not cost-effective. Black box models require large amount of training data and may not always reflect the physical behaviours. In this study, a method is proposed to simplify the building thermal model and to identify the parameters of the simplified model. For building envelopes, the model parameters can be determined using the easily available physical details based on the frequency characteristic analysis. [Reprinted with permission from Elsevier. Copyright, 2005].

Details

  • Original title: Simplified building model for transient thermal performance estimation using GA-based parameter identification.
  • Record ID : 2006-1909
  • Languages: English
  • Source: International Journal of thermal Sciences - vol. 45 - n. 4
  • Publication date: 2006/04

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