Application of proper orthogonal decomposition to indoor airflows

Basman Elhadidi, H. Ezzat Khalifa

Research output: Contribution to journalConference articlepeer-review

20 Scopus citations

Abstract

A fast and efficient computational model based on the method of proper orthogonal decomposition, POD, is developed to predict indoor airflows. This model has been applied successfully to a canonical office room, which is mechanically ventilated and air conditioned. The results suggest that the model can be applied quickly and efficiently to predict the indoor velocity and temperature distributions inside the office, for conditions other than those used informing the base cases of the POD scheme, with a reliability of R 2 > 0.98. Results also suggest that the POD models can be applied to sensor placement problems and to real-time indoor airflow control. The indoor flow conditions are obtained in seconds compared to the typical CFD run times of hours to tens of hours.

Original languageEnglish (US)
Article numberOR-05-5-3
Pages (from-to)625-634
Number of pages10
JournalASHRAE Transactions
Volume111 PART 1
StatePublished - Nov 16 2005
EventAmerican Society of Heating, Refrigerating and Air-Conditioning Engineers ASHRAE 2005 Winter Meeting - Orlando, FL, United States
Duration: Feb 5 2005Feb 9 2005

ASJC Scopus subject areas

  • Building and Construction
  • Mechanical Engineering

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