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
Link To Document :
بازگشت