Mathematical Modeling of Production Processes of Discrete Machine-Building Enterprises Based on the Interaction of Simulation Systems and Operational Planning Systems

Abstract

Analysis of production systems (PS) of discrete multi-nomenclature machine-building enterprises is a complex task, its solution is necessary to support decision-making during technical re-equipment, modernization or technological preparation of production. The paper shows a concept of joint use of operational scheduling systems and simulation modeling systems to improve the efficiency and adequacy of PS analysis. The problem of determining the deviation of the planned state of the PS from the simulated state and evaluating the level of stability and stability of the PS behaviour on its basis is considered. It is revealed that the proposed approach allows us to more adequately determine the timing of the production program, assess the stability of the PS behaviour when using various planning logics and algorithms, and choose the best one for subsequent use in a real PS.

Modeling and Simulation of Manufacturing Processes and Systems: Overview of Tools, Challenges, and Future Opportunities

“…It can be accomplished through a simulation of varied schemes of production on relation to different intrinsic and extrinsic factors (for example, parallel, sequential, or mixed schemes of production, different types of plant layout (process layout, product layout, combination layout, fixed position layout), design of manufacturing value chain, etc.) [61][62][63][64][65][66][67][68][69]. It is planned as consequent data usage, transformation, integration, and aggregation driving real innovation [70].…”