Modeling analysis and simulation control mechanism of resource ability occupation

Canxia Shao*, Aimin Wang, Huawei Chen, Hongliang Yuan

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The cases of resource ability occupation are always simplified in the traditional study of modeling and simulation (M&S) of manufacturing system, which commonly leads to the situation of untruthful model and unbelieving outcome during simulation. For this problem, a flexible capacity constraint modeling method and its simulation control mechanism are proposed. On the background of similar issues in production, such as parallel occupation of resources, and discrete combination occupation of resource capacities, a modeling framework for production constraints based on hierarchy simulation model is brought forward. First, a fundamental model is established automatically by data-driven modeling method; then, the constraint model is set up through extending of data structure and transforming of control logic. So universal modeling under condition of resource capacity constraint is realized. Next, its simulation control mechanism is analyzed for typical issues of resource ability occupation. At last, effectiveness of above technological route is verified by case study.

Original languageEnglish
Title of host publicationAdvanced Manufacturing Technology
Pages2116-2123
Number of pages8
DOIs
Publication statusPublished - 2011
Event2011 International Conference on Advanced Design and Manufacturing Engineering, ADME 2011 - Guangzhou, China
Duration: 16 Sept 201118 Sept 2011

Publication series

NameAdvanced Materials Research
Volume314-316
ISSN (Print)1022-6680

Conference

Conference2011 International Conference on Advanced Design and Manufacturing Engineering, ADME 2011
Country/TerritoryChina
CityGuangzhou
Period16/09/1118/09/11

Keywords

  • Batch forecasting
  • Constraints-extendable model (CEM)
  • Data-driven modeling
  • Modeling and simulation

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