DocumentCode
445465
Title
Dynamic salting route optimisation using evolutionary computation
Author
Handa, Hisashi ; Chapman, Lee ; Yao, Xin
Author_Institution
Graduate Sch. of Natural Sci. & Technol., Okayama Univ.
Volume
1
fYear
2005
fDate
5-5 Sept. 2005
Firstpage
158
Abstract
On marginal winter nights, highway authorities face a difficult decision as to whether or not to salt the road network. The consequences of making a wrong decision are serious, as an untreated network is a major hazard. However, if salt is spread when it is not actually required, there are unnecessary financial and environmental consequences. In this paper, a new salting route optimisation system is proposed which combines evolutionary computation (EC) with the next generation road weather information systems (XRWIS). XRWIS is a new high resolution forecast system which predicts road surface temperature and condition across the road network over a 24 hour period. ECs are used to optimise a series of salting routes for winter gritting by considering XRWIS temperature data along with treatment vehicle and road network constraints. This synergy realises daily dynamic routing and it will yield considerable benefits for areas with a marginal ice problem
Keywords
decision making; evolutionary computation; geographic information systems; land surface temperature; optimisation; road safety; traffic information systems; weather forecasting; XRWIS temperature; dynamic salting route optimisation system; evolutionary computation; high resolution forecast system; ice problem; marginal winter nights; next generation road weather information systems; road network constraints; road surface temperature; treatment vehicle; winter gritting; Constraint optimization; Evolutionary computation; Hazards; Information systems; Road transportation; Road vehicles; Surface treatment; Temperature; Vehicle dynamics; Weather forecasting;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Conference_Location
Edinburgh, Scotland
Print_ISBN
0-7803-9363-5
Type
conf
DOI
10.1109/CEC.2005.1554680
Filename
1554680
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