Reliability Analysis of Evacuation B Improved Response Surface Method

DOI

10.2991/emeit.2012.83How to use a DOI?

Keywords

uniform design, numerical analysis, response surface method, reliability, building fire

Abstract

Due to lacking of explicit limit state equation in first order reliability method (FORM) solution is hard to obtain on building fire risk analysis, The direct Monte Carlo simulation will face huge computation. Therefore, a new analysis method based on improved response (IRS) is proposed, which constructed by uniform design (UD) and non-parametric regression (NR), and then, obtains the available safety egress time (ASET) and the required safety egress time (REST) probability distribution with Monte Carlo simulation. Through a practice of building fire risk analysis, the results show that UD picks up test inputs data together with alternative conditional expectation ACE regression for constructing response surface (RS) provide a small computation and good fitting effects method.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xiaowen Wang
AU  - Zhigang Song
PY  - 2012/09
DA  - 2012/09
TI  - Reliability Analysis of Evacuation B Improved Response Surface Method
BT  - Proceedings of the 2nd International Conference on Electronic & Mechanical Engineering and Information Technology (EMEIT 2012)
PB  - Atlantis Press
SP  - 413
EP  - 418
SN  - 1951-6851
UR  - https://doi.org/10.2991/emeit.2012.83
DO  - 10.2991/emeit.2012.83
ID  - Wang2012/09
ER  -