Matches in SemOpenAlex for { <https://semopenalex.org/work/W2180193500> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2180193500 abstract "Input Data Management (IDM) is a time consuming and costly process for Discrete Event Simulation (DES) projects. Input Data Management is considered as the basis of real-time process simulation (Bergmann, Stelzer and Strassburger, 2011). According to Bengtsson et al. (2009), data input phase constitutes on the average about 31% of the time of an entire simulation project. Moreover, the lack of interoperability between manufacturing applications and simulation software leads to a high cost to users in developing custom-built interfaces (NIST, 2011). Therefore, a standard structure is needed to facilitate data exchange within different manufacturing data from various sources and simulation packages (Harari, 2012). This work aims to develop an IDM system in order to enhance automatic data exchange within manufacturing process simulation projects. The approach is to use a Business Intelligence (BI) package to extract and collect simulation data from various sources, and then import to a DES application. Thus, a simulation model can be automatically updated in DES application by real-time system data. The prototype system is currently implemented in pilot-scale, and results are based on sample data files retrieved from the Simulation Engineering Department at Ford Motor Company. In addition to automatic data management, the system also generates an interoperable data file, which is compatible with most DES packages for simulation experiments. For the first time, a Business Intelligence system is applied to simulation data management projects, and is introduced as a novel solution for this context. The results of pilot-implementation indicated the possibility of direct connection between raw data sources and model database. The direct connection allows DES applications to integrate with different business systems without the need of plug-in translators for interpreting the exchanged data file. The system developed also reduces the number of human-driven processes through model update procedures. Also, it is found that the BI package can be integrated with existing middleware used in a company, to maintain an “as-is” simulation procedure, and minimise the possibility of process change in systematic model update." @default.
- W2180193500 created "2016-06-24" @default.
- W2180193500 creator A5058396115 @default.
- W2180193500 date "2015-05-01" @default.
- W2180193500 modified "2023-09-26" @default.
- W2180193500 title "Automated input data management in manufacturing process simulation" @default.
- W2180193500 hasPublicationYear "2015" @default.
- W2180193500 type Work @default.
- W2180193500 sameAs 2180193500 @default.
- W2180193500 citedByCount "0" @default.
- W2180193500 crossrefType "dissertation" @default.
- W2180193500 hasAuthorship W2180193500A5058396115 @default.
- W2180193500 hasConcept C111919701 @default.
- W2180193500 hasConcept C115903868 @default.
- W2180193500 hasConcept C127413603 @default.
- W2180193500 hasConcept C132964779 @default.
- W2180193500 hasConcept C147203929 @default.
- W2180193500 hasConcept C151730666 @default.
- W2180193500 hasConcept C15845906 @default.
- W2180193500 hasConcept C1668388 @default.
- W2180193500 hasConcept C199360897 @default.
- W2180193500 hasConcept C20136886 @default.
- W2180193500 hasConcept C201995342 @default.
- W2180193500 hasConcept C2779343474 @default.
- W2180193500 hasConcept C41008148 @default.
- W2180193500 hasConcept C44154836 @default.
- W2180193500 hasConcept C77088390 @default.
- W2180193500 hasConcept C86803240 @default.
- W2180193500 hasConcept C98045186 @default.
- W2180193500 hasConceptScore W2180193500C111919701 @default.
- W2180193500 hasConceptScore W2180193500C115903868 @default.
- W2180193500 hasConceptScore W2180193500C127413603 @default.
- W2180193500 hasConceptScore W2180193500C132964779 @default.
- W2180193500 hasConceptScore W2180193500C147203929 @default.
- W2180193500 hasConceptScore W2180193500C151730666 @default.
- W2180193500 hasConceptScore W2180193500C15845906 @default.
- W2180193500 hasConceptScore W2180193500C1668388 @default.
- W2180193500 hasConceptScore W2180193500C199360897 @default.
- W2180193500 hasConceptScore W2180193500C20136886 @default.
- W2180193500 hasConceptScore W2180193500C201995342 @default.
- W2180193500 hasConceptScore W2180193500C2779343474 @default.
- W2180193500 hasConceptScore W2180193500C41008148 @default.
- W2180193500 hasConceptScore W2180193500C44154836 @default.
- W2180193500 hasConceptScore W2180193500C77088390 @default.
- W2180193500 hasConceptScore W2180193500C86803240 @default.
- W2180193500 hasConceptScore W2180193500C98045186 @default.
- W2180193500 hasLocation W21801935001 @default.
- W2180193500 hasOpenAccess W2180193500 @default.
- W2180193500 hasPrimaryLocation W21801935001 @default.
- W2180193500 hasRelatedWork W1972388013 @default.
- W2180193500 hasRelatedWork W2000345547 @default.
- W2180193500 hasRelatedWork W2041983833 @default.
- W2180193500 hasRelatedWork W2054943329 @default.
- W2180193500 hasRelatedWork W2092971352 @default.
- W2180193500 hasRelatedWork W2104213716 @default.
- W2180193500 hasRelatedWork W2112794941 @default.
- W2180193500 hasRelatedWork W2550744584 @default.
- W2180193500 hasRelatedWork W2751462217 @default.
- W2180193500 hasRelatedWork W2781868415 @default.
- W2180193500 hasRelatedWork W3022020210 @default.
- W2180193500 hasRelatedWork W385021817 @default.
- W2180193500 hasRelatedWork W627572231 @default.
- W2180193500 hasRelatedWork W2156550494 @default.
- W2180193500 hasRelatedWork W2303812102 @default.
- W2180193500 hasRelatedWork W2472406627 @default.
- W2180193500 hasRelatedWork W2830504075 @default.
- W2180193500 hasRelatedWork W2870518978 @default.
- W2180193500 hasRelatedWork W2957207306 @default.
- W2180193500 hasRelatedWork W3213536302 @default.
- W2180193500 isParatext "false" @default.
- W2180193500 isRetracted "false" @default.
- W2180193500 magId "2180193500" @default.
- W2180193500 workType "dissertation" @default.