Inverse fire modeling for heat release rate characterization

Attached are my PDF slides on the topic of “Inverse fire modeling for heat release rate characterization“, which was presented at the 7th US National Combustion Meeting in Atlanta, GA on March 21, 2011.

The abstract is as follows:

A ubiquitous source of uncertainty in fire modeling is the proper heat release rate for the fuel packages of interest. An inverse heat release rate (HRR) calculation method is presented to determine a HRR that satisfies measured temperature data. The methodology is developed by using synthetic temperature data using the Consolidated Model of Fire and Smoke Transport (CFAST) zone model to produce hot gas layer temperatures in a single compartment. The inverse HRR method runs at super-real-time speeds while calculating an inverse HRR solution that can reasonably well match the original HRR curve. Examples of the inverse HRR method are demonstrated by using a multiple step HRR case, experimental data with a constant HRR, and complex HRR curves. In principle, the methodology can be applied using any reasonably accurate fire model to invert for the HRR.

The slides can be downloaded here: Overholt_Combustion_2011

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1 Response so far »

  1. 1

    Guillermo Rein said,

    April 20, 2011 @ 3:17 am

    Excellent work Kris! I look forward your paper version of this research. We will be citing you soon.

    At Edinburgh, we developed a related methodology to forecast fire dynamics as part of a PhD thesis I supervised in 2006-2010. There is work with a zone model and also on a CFD model.

    - *Inverse Modelling to Forecast Enclosure Fire Dynamics* ttp://www.era.lib.ed.ac.uk/handle/1842/3418

    - *Towards the forecast of fire dynamics to assist the emergency response* http://edinburghfireresearch.blogspot.com/2010/11/towards-forecast-of-fire-dynamics-to.html

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