Emergency exit planning and simulation environment using gamification, artificial intelligence and data analytics

被引:8
|
作者
Selin, Jukka [1 ]
Letonsaari, Mika [1 ]
Rossi, Markku [1 ]
机构
[1] South Eastern Finland Univ Appl Sci, Patteristonkatu 2, Mikkeli 50100, Finland
来源
8TH INTERNATIONAL YOUNG SCIENTISTS CONFERENCE ON COMPUTATIONAL SCIENCE, YSC2019 | 2019年 / 156卷
关键词
BIM; Gamification; Data Analytics; Simulation; AI;
D O I
10.1016/j.procs.2019.08.204
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In our research, we explore methods to utilize gamified building data models and data analytics. In this paper, we present a study, where an emergency exit planning and simulation platform is implemented with a commercial center gamified data model. In the study, we compare various emergency exit location options and search the critical areas for customer evacuation. Customized user profiles are used to estimate the movement capabilities of elderly and handicapped people. The feasibility of data analytics methods for analyzing the simulation results is examined. The results show that simulations based on gamification are well-suited tools emergency exit evaluations. (C) 2019 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC -ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/) Peer-review under responsibility of the scientific committee of the 8th International Young Scientist Conference on Computational Science.
引用
收藏
页码:283 / 291
页数:9
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