Real-time decision support for planning concrete plant operations enabled by integrating vehicle tracking technology, simulation, and optimization algorithms

Ming Lu, Fei Dai, Wu Chen

Research output: Journal article publicationReview articleAcademic researchpeer-review

30 Citations (Scopus)

Abstract

By integrating the vehicle tracking system, discrete-event simulation algorithm, and evolutionary optimization algorithm, we developed HKCONSIM-Realtime, a decision-support platform created specifically for handling ready-mixed concrete operations. This platform is capable of (1) tracking the positions of concrete trucks and monitoring the motion and status of concrete deliveries in real time, (2) transforming the tracking records into data that provide updated input to simulation, and (3) optimizing the operations and logistics of concrete production based on simulation of the production system using the most current data. This paper presents an overview of the design and development of (1) the hardware and software modules, (2) the data flow and processing throughout the system, and (3) the role of the system in providing interactive, effective support for the human operator to attain cost efficiency. Case studies are given to demonstrate the functionality and application of the prototype system.
Original languageEnglish
Pages (from-to)912-922
Number of pages11
JournalCanadian Journal of Civil Engineering
Volume34
Issue number8
DOIs
Publication statusPublished - 1 Aug 2007

Keywords

  • Construction planning
  • Hong Kong
  • Optimization
  • Ready-mixed concrete
  • Simulation
  • Vehicle tracking

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Environmental Science(all)

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