DocumentCode
1827252
Title
Simulation-optimization integrated approach to planning ready mixed concrete production and delivery: Validation and applications
Author
Lu, Ming ; Lam, Hoi-Ching
Author_Institution
Dept. of Civil & Struct. Eng., Hong Kong Polytech. Univ., Hong Kong, China
fYear
2009
fDate
13-16 Dec. 2009
Firstpage
2593
Lastpage
2604
Abstract
Powered by the simulation and optimization engines resulting from recent research, a computer system named HKCONSIM is ready to provide concrete plant managers with decision support in making the best operation strategy for delivering concrete to multiple site clients. This paper demonstrates case studies of HKCONSIM applications in practical settings with emphasis on addressing two questions: (1) ¿Can HKCONSIM capture the complexities of the real world?¿ and (2) ¿How to take advantage of HKCONSIM to attain customer satisfaction and cost effectiveness?¿ A case study describing one-day operations of the batch plant is used to illustrate the decision support functions HKCONSIM can provide. The case study consists of four parts: (1) input data preparation, (2) the definitions of relevant measures of the system performance, (3) simulation model validation by comparing the simulation outputs against the actual records, and (4) further optimization analysis under three ¿what-if¿ scenarios postulated with practical implications. In conclusion, the batch plant operators can draw on HKCONSIM to augment their experiences, corroborate their intuitions, and create new intelligence in coping challenges in day-by-day operations planning.
Keywords
concrete; decision making; decision support systems; optimisation; production engineering computing; production planning; HKCONSIM; computer system; customer satisfaction; decision making function; ready mixed concrete production planning; simulation model validation; simulation-optimization integrated approach; Analytical models; Application software; Computational modeling; Computer simulation; Concrete; Energy management; Engines; Power system management; Power system planning; Production planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2009 Winter
Conference_Location
Austin, TX
Print_ISBN
978-1-4244-5770-0
Type
conf
DOI
10.1109/WSC.2009.5429729
Filename
5429729
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