Title :
Knowledge-Based Planning and Evaluation of Production Systems
Author :
Weidner, Robert ; Wulfsberg, Jens P.
Abstract :
Uncertainties as well as a variety of company internal and external factors influence the development of production systems. Adequate methods and tools are necessary for the planning processes. This paper presents a new concept for complete planning and multi-criteria evaluating of production systems inclusive a first software based realization and an exemplary planning application. Identified enablers are used to reduce planning time, to diminish planning costs and to increase the planning securing. The concept can be seen as a complementary tool for planning production systems. The concept is characterized by following points: application of a knowledge storage including their assessment, bottom-up planning of variants, planning securing via employing an integrated stochastic simulation model for the consideration of uncertainties, ramp-up and series-specific effects and automating routine tasks.
Keywords :
costing; knowledge based systems; production planning; integrated stochastic simulation model; knowledge storage; knowledge-based planning; multicriteria evaluation; planning cost; planning process; planning securing; planning time; production system; ramp-up effect; series-specific effect; software based realization; Automation; Boundary conditions; Planning; Production systems; Stochastic processes; Uncertainty; knowledge based; multi-criteria evaluation; production planning; simulation model; software technical realization; stochastic model;
Conference_Titel :
System Sciences (HICSS), 2015 48th Hawaii International Conference on
Conference_Location :
Kauai, HI
DOI :
10.1109/HICSS.2015.123