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Title:A model of simulation environment for prediction and optimisation of production processes
Authors:ID Drstvenšek, Igor (Author)
ID Ficko, Mirko (Author)
ID Pahole, Ivo (Author)
ID Balič, Jože (Author)
Files:URL http://dx.doi.org/10.1016/j.jmatprotec.2004.04.315
 
Language:English
Work type:Unknown
Typology:1.01 - Original Scientific Article
Organization:FS - Faculty of Mechanical Engineering
Abstract:Paper describes means and methods for computer based optimisation of production processes using a new approach based on technological database (TDB) with genetic algorithm incorporated into a database management system (DBMS). The TDB serves as a store of tools and machine tools from which they can be assigned to different work operations. Work operations are basic entities of orders placed into queues. The goal of the model is to find available resources from the TDB in order to empty the queue in shortest time with lowest costs. To this purpose the model consist the technological database whose DBMS includes a genetic algorithm based optimiser. It checks the orders queue and searches for appropriate combinations of tools and machine tools from the TDB, which can be combined into needed work operations. It also performs an optimisation of time and costs according to so called static parameters of tools and machine tools.
Keywords:production processes, simulation, process planning, technological databases, genetic algorithms
Year of publishing:2004
PID:20.500.12556/DKUM-27515 New window
UDC:621.9:004.89
ISSN on article:0924-0136
COBISS.SI-ID:8811030 New window
NUK URN:URN:SI:UM:DK:HO3WYIUW
Publication date in DKUM:01.06.2012
Views:1875
Downloads:105
Metadata:XML DC-XML DC-RDF
Categories:Misc.
:
DRSTVENŠEK, Igor, FICKO, Mirko, PAHOLE, Ivo and BALIČ, Jože, 2004, A model of simulation environment for prediction and optimisation of production processes. Journal of materials processing technology [online]. 2004. [Accessed 20 March 2025]. Retrieved from: http://dx.doi.org/10.1016/j.jmatprotec.2004.04.315
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Record is a part of a journal

Title:Journal of materials processing technology
Shortened title:J. mater. process. technol.
Publisher:Elsevier
ISSN:0924-0136
COBISS.SI-ID:30105600 New window

Secondary language

Language:English
Keywords:obdelovalni procesi, simulacije, planiranje procesov, tehnološke baze, genetski algoritmi


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