DocumentCode :
3002368
Title :
Optimized concrete delivery scheduling using combined simulation and genetic algorithms
Author :
Lu, Ming ; Lam, Hoi-Ching
Author_Institution :
Dept. of Civil & Struct. Eng., Hong Kong Polytech. Univ., Hung Horn
fYear :
2005
fDate :
4-4 Dec. 2005
Abstract :
The research presented is mainly focused on how to simultaneously optimize concrete delivery scheduling and resource provisions for ready mixed concrete (RMC) plants based on a valid simulation modeling platform resulting from research, called HKCONSIM. Combined discrete-event simulation and genetic algorithms (GA) are applied in HKCONSIM to model and further optimize the one-plant-multisite RMC plant operations in Hong Kong. Logistics planning practices of RMC businesses in Hong Kong are introduced, and interfaces, features and functionalities of HKCONSIM described. The potential industry impact of the research effort is demonstrated with a case study based on one-day operations data obtained from a Hong Kong RMC plant. It is concluded that the GA-integrated simulation platforms specifically designed for RMC companies such as HKCONSIM will potentially assist managers in making optimal decisions on concrete production and delivery scheduling, thus enhancing productivity, resource utilization and concrete supply service in day-by-day operations
Keywords :
cement industry; decision making; discrete event simulation; genetic algorithms; goods distribution; logistics; scheduling; HKCONSIM; RMC businesses; concrete production; discrete event simulation; genetic algorithms; logistics planning practices; optimal decision making; optimized concrete delivery scheduling; ready mixed concrete; resource utilization; Buildings; Cement industry; Concrete; Genetic algorithms; Job shop scheduling; Logistics; Production planning; Productivity; Raw materials; Resource management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference, 2005 Proceedings of the Winter
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9519-0
Type :
conf
DOI :
10.1109/WSC.2005.1574553
Filename :
1574553
Link To Document :
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