An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas

<p><strong>Abstract:</strong></p> <p><strong>Purpose:</strong> Frequent sudden-onset disasters which have threatened the survival of human and the development of society force the public to pay an increasing attention to emergency management. A challenging t...

Full description

Bibliographic Details
Main Authors: Liu Sheng, Tan Wen Jing, Yu Guo Dong, Li Fei
Format: Article
Language:English
Published: OmniaScience 2015-11-01
Series:Journal of Industrial Engineering and Management
Subjects:
Online Access:http://www.jiem.org/index.php/jiem/article/view/1500
id doaj-ebe15c834252439b8cd91a5278f8bc80
record_format Article
spelling doaj-ebe15c834252439b8cd91a5278f8bc802020-11-24T23:02:42ZengOmniaScienceJournal of Industrial Engineering and Management2013-84232013-09532015-11-01851576160110.3926/jiem.1500402An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areasLiu Sheng0Tan Wen Jing1Yu Guo Dong2Li Fei3Chongqing University State Key Laboratory of Mechanical TransmissionChongqing University State Key Laboratory of Mechanical TransmissionChongqing University State Key Laboratory of Mechanical TransmissionCISDI R and D Co., Ltd.<p><strong>Abstract:</strong></p> <p><strong>Purpose:</strong> Frequent sudden-onset disasters which have threatened the survival of human and the development of society force the public to pay an increasing attention to emergency management. A challenging task in the process of emergency management is emergency dispatch of reliefs. An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas is proposed in this paper to dispatch reliefs reasonably and reduce the effect of sudden-onset disasters.</p> <p><strong>D</strong><strong>esign/methodology/approach:</strong> Firstly, quantitative assessment on the urgency of the requirement for reliefs in different disaster areas is done by an evaluation method based on Fuzzy Comprehensive Evaluation and improved Evidence Reasoning which is proposed in this paper. And then based the quantitative results, an emergency dispatch model aiming to minimize the response time, the distribution cost and the unsatisfied rate of the requirement for reliefs is proposed, which reflects the requests of disaster areas under emergency, including the urgency of requirement, the economy of distribution and the equity of allocation. Finally, the Genetic Algorithm is improved based on the adaptive crossover and mutation probability function to solve the emergency dispatch model.</p> <strong>Findings and Originality/value:</strong> A case that the Y <a href="http://www.iciba.com/hydraulic_power_plant">hydraulic power enterprise </a>carries on emergency dispatch of reliefs under continuous sudden-onset heavy rain is given to illustrate the availability of the emergency dispatch model proposed in this paper. The results show that the emergency dispatch model meets the distribution priority requirement of disaster area with the higher urgency, so that<p>reliefs are supplied more timely.</p> <p><strong>Research limitations/implications:</strong> The emergency dispatch model faced to large scale sudden-onset disasters is complex. The quantity of reliefs that disaster area requires and the running time of vehicles are viewed as available information, and the problem that how to obtain the information is not considered.</p> <p><strong>Practical implications:</strong> The emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas is applicable to a realistic emergency dispatch of reliefs under sudden-onset disasters and the research results is the foundation of further research on the problem of emergency management.</p> <p><strong>Originality/value:</strong> This paper proposes emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas which can meet the realistic requirement that the disaster area with the higher urgency has an priority to obtain the reliefs and make reliefs be distributed timely.</p>http://www.jiem.org/index.php/jiem/article/view/1500sudden-onset disaster, urgency of the requirement for reliefs in different disaster areas, emergency dispatch, adaptive Genetic Algorithm
collection DOAJ
language English
format Article
sources DOAJ
author Liu Sheng
Tan Wen Jing
Yu Guo Dong
Li Fei
spellingShingle Liu Sheng
Tan Wen Jing
Yu Guo Dong
Li Fei
An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
Journal of Industrial Engineering and Management
sudden-onset disaster, urgency of the requirement for reliefs in different disaster areas, emergency dispatch, adaptive Genetic Algorithm
author_facet Liu Sheng
Tan Wen Jing
Yu Guo Dong
Li Fei
author_sort Liu Sheng
title An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
title_short An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
title_full An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
title_fullStr An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
title_full_unstemmed An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
title_sort emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas
publisher OmniaScience
series Journal of Industrial Engineering and Management
issn 2013-8423
2013-0953
publishDate 2015-11-01
description <p><strong>Abstract:</strong></p> <p><strong>Purpose:</strong> Frequent sudden-onset disasters which have threatened the survival of human and the development of society force the public to pay an increasing attention to emergency management. A challenging task in the process of emergency management is emergency dispatch of reliefs. An emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas is proposed in this paper to dispatch reliefs reasonably and reduce the effect of sudden-onset disasters.</p> <p><strong>D</strong><strong>esign/methodology/approach:</strong> Firstly, quantitative assessment on the urgency of the requirement for reliefs in different disaster areas is done by an evaluation method based on Fuzzy Comprehensive Evaluation and improved Evidence Reasoning which is proposed in this paper. And then based the quantitative results, an emergency dispatch model aiming to minimize the response time, the distribution cost and the unsatisfied rate of the requirement for reliefs is proposed, which reflects the requests of disaster areas under emergency, including the urgency of requirement, the economy of distribution and the equity of allocation. Finally, the Genetic Algorithm is improved based on the adaptive crossover and mutation probability function to solve the emergency dispatch model.</p> <strong>Findings and Originality/value:</strong> A case that the Y <a href="http://www.iciba.com/hydraulic_power_plant">hydraulic power enterprise </a>carries on emergency dispatch of reliefs under continuous sudden-onset heavy rain is given to illustrate the availability of the emergency dispatch model proposed in this paper. The results show that the emergency dispatch model meets the distribution priority requirement of disaster area with the higher urgency, so that<p>reliefs are supplied more timely.</p> <p><strong>Research limitations/implications:</strong> The emergency dispatch model faced to large scale sudden-onset disasters is complex. The quantity of reliefs that disaster area requires and the running time of vehicles are viewed as available information, and the problem that how to obtain the information is not considered.</p> <p><strong>Practical implications:</strong> The emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas is applicable to a realistic emergency dispatch of reliefs under sudden-onset disasters and the research results is the foundation of further research on the problem of emergency management.</p> <p><strong>Originality/value:</strong> This paper proposes emergency dispatch model considering the urgency of the requirement for reliefs in different disaster areas which can meet the realistic requirement that the disaster area with the higher urgency has an priority to obtain the reliefs and make reliefs be distributed timely.</p>
topic sudden-onset disaster, urgency of the requirement for reliefs in different disaster areas, emergency dispatch, adaptive Genetic Algorithm
url http://www.jiem.org/index.php/jiem/article/view/1500
work_keys_str_mv AT liusheng anemergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT tanwenjing anemergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT yuguodong anemergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT lifei anemergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT liusheng emergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT tanwenjing emergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT yuguodong emergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
AT lifei emergencydispatchmodelconsideringtheurgencyoftherequirementforreliefsindifferentdisasterareas
_version_ 1725635537515053056