The impact of different levels of detail in manufacturing systems simulation models
2002 (English)In: Robotics and Computer-Integrated Manufacturing, ISSN 0736-5845, Vol. 18, no 3-4, 319-325 p.Article in journal (Refereed) Published
Modelling and simulating manufacturing systems often involves several different organisational units. This can make data collection difficult and it can be hard to obtain data that allows for the model to be built with a consistent level of detail. To investigate the impact of a varying level of detail, a manufacturing system was modelled using different levels of detail. The first model was modelled at a high level of detail containing all elements in the system. The second model was an aggregation of some of the processes in the system and the third model consisted only of the main processes. The experiments performed with the models, aimed at finding differences between models' outputs that originated from the choice of the level of detail. The results show that there are significant differences between the models. The simulation models used for this paper are made in collaboration with a company in the mobile communications industry and deals with supply chain problems.
Place, publisher, year, edition, pages
Pergamon Press, 2002. Vol. 18, no 3-4, 319-325 p.
Simulation modelling; Level of detail; Output analysis
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-46985DOI: 10.1016/S0736-5845(02)00024-8OAI: oai:DiVA.org:liu-46985DiVA: diva2:267881
11th International Conference on Flexible Automation and Intelligent Manufacturing, Dublin, Ireland, July 2001