Title :
Emergency traffic evacuation control based on the orthogonal experimental design method
Author :
Lv Yisheng ; Zhu Fenghua ; Miao Qinghai ; Ye Peijun ; Chen Songhang
Author_Institution :
State Key Lab. of Manage. & Control for Complex Syst., Inst. of Autom., Beijing, China
Abstract :
Evacuees´ behaviors have a significant impact on evacuation efficiency. Evacuation clearance time is one of the key indicators in the evacuation planning and management. Evacuees´ departure time choice, destination choice and route choice behavior based on real-time traffic information are three crucial factors used to estimate evacuation clearance time. In this paper, we use the orthogonal experimental design method to determine values of these three factors simultaneously, which can reduce evacuation clearance time significantly. Once we obtain these values, we can guide evacuees´ departure time choice, destination choice and route choice behavior to approximate these values and evacuation efficiency will improve greatly. The dynamic traffic evacuation process is modeled using a rule-based multi-agent microscopic traffic simulation system called TransWorld. The simulation experiment results illustrate the effectiveness and reliability of the proposed method. The proposed methodology, computational results and discussions can be used for future emergency evacuation planning and management.
Keywords :
emergency services; multi-agent systems; planning; traffic engineering computing; TransWorld; dynamic traffic evacuation process; emergency evacuation management; emergency evacuation planning; emergency traffic evacuation control; evacuation clearance time estimation; evacuation clearance time reduction; evacuation efficiency; evacuee departure time choice; evacuee destination choice; evacuee route choice behavior; evacuees behavior; orthogonal experimental design method; real-time traffic information; rule-based multiagent microscopic traffic simulation system; Computational modeling; Design methodology; Object oriented modeling; Planning; Real-time systems; Traffic control; Transportation;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338882