TY - GEN
T1 - Modeling analysis and simulation control mechanism of resource ability occupation
AU - Shao, Canxia
AU - Wang, Aimin
AU - Chen, Huawei
AU - Yuan, Hongliang
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
KW - Batch forecasting
KW - Constraints-extendable model (CEM)
KW - Data-driven modeling
KW - Modeling and simulation
UR - http://www.scopus.com/inward/record.url?scp=80052974666&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMR.314-316.2116
DO - 10.4028/www.scientific.net/AMR.314-316.2116
M3 - Conference contribution
AN - SCOPUS:80052974666
SN - 9783037852156
T3 - Advanced Materials Research
SP - 2116
EP - 2123
BT - Advanced Manufacturing Technology
T2 - 2011 International Conference on Advanced Design and Manufacturing Engineering, ADME 2011
Y2 - 16 September 2011 through 18 September 2011
ER -