Please use this identifier to cite or link to this item: https://doi.org/10.1109/CIES.2013.6611747
Title: Augmenting simulations with measurements
Authors: Vernay, D.G.
Raphael, B. 
Smith, I.F.C.
Keywords: CFD simulations
multi-model reasoning
system identification
wind-flow modeling
Issue Date: 2013
Citation: Vernay, D.G.,Raphael, B.,Smith, I.F.C. (2013). Augmenting simulations with measurements. Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions, CIES 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 : 180-187. ScholarBank@NUS Repository. https://doi.org/10.1109/CIES.2013.6611747
Abstract: This paper focuses on urban environmental system identification. Wind-flow modeling is a challenging task because of simplifications of complex processes as well as geometry simplifications. Even a more detailed model may not be accurate because of uncertainties in parameter values. Measurement data can be employed in order to improve our understanding of the system. This paper underlines the challenges related to identification of input-parameter values of physics-based models and proposes a system-identification approach that is appropriate for wind-flow modeling. The approach has been tested with the case study of an experimental facility in the Future Cities Laboratory in Singapore, called the 'BubbleZERO'. © 2013 IEEE.
Source Title: Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions, CIES 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013
URI: http://scholarbank.nus.edu.sg/handle/10635/114073
ISBN: 9781467358514
DOI: 10.1109/CIES.2013.6611747
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