A simulation-based methodology to analyse production line disruptions

Sidhartha S. Padhi · Stephan M. Wagner · Tarikere T. Niranjan · Vijay Aggarwal

36 citations0/0 files storedInternational Journal of Production Research

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Simulation Techniques and Applications Management and Optimization Techniques Simulation and Modeling Applications

Abstract

This article proposes a discrete event simulation (DES) framework to analyse the impact of disturbances, their parameter values, and their interactions, on production line efficiency. The framework is demonstrated by means of a case study of a manufacturing process in an Indian automotive manufacturer. Various scenarios are generated and studied using design of experiment (DOE) to investigate the effects of changes in product, technology, cycle time, and worker competency, and to derive the optimal set of process and decision parameters.

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References

1980Simultaneous Optimization of Several Response Variables 1962International Journal of Production Research 2000Design and Analysis of Experiments 1983Simulation modelling and analysis 2003On the Interface Between Operations and Human Resources Management 2003Design of Experiments for Engineers and Scientists 2009Risk assessment and management for supply chain networks: A case study 2007Organizational knowledge and the manufacturing strategy process: A resource‐based view analysis

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