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Translating value stream maps into system dynamics models: a practical framework

  • Rodrigo Furlan de Assis
  • , Luis Antonio de Santa-Eulalia
  • , William de Paula Ferreira
  • , Fabiano Armellini
  • , Rosley Anholon
  • , Izabela Simon Rampasso
  • , João Guilherme Cruz Lopes dos Santos
  • Universidade de São Paulo
  • Université de Sherbrooke
  • Polytechnique Montréal
  • Universidade Estadual de Campinas
  • Universidade Federal Fluminense

Research output: Contribution to journalJournal Articlepeer-review

27 Citations (Scopus)

Abstract

One of the best-known tools from Lean Thinking is the Value Stream Mapping (VSM), which stands for a visual modelling approach allowing the identification of critical steps in a supply chain, thus helping to identify organisational bottlenecks and wastes. Despite its relevance, VSM is based on a static report from the time the mapping was performed. To add dynamism to VSM analysis, computer-based simulations can be employed; however, little is done in the domain of Systems Dynamics (SD), a known modelling approach usually employed to get insights about stock and flows behaviour. In this context, this research aims to propose a practical framework called VSM-to-SD to help modellers easily translate VSM into System Dynamics quantitative models using the notation of two known modelling tools on the market, namely Stella(C) and Vensim(C). To demonstrate its usefulness and ease-of-use, a proof-of-concept is developed in an industrial case study. Results suggest the efficiency of the VSM-to-SD framework, including its ability to straightforwardly generate simulation-based VSM, allowing analytic comparisons of different simulation scenarios, and expanding the analytic decision-making capacity of managers desiring to go further than traditional and static VSM.

Original languageEnglish
Pages (from-to)3537-3550
Number of pages14
JournalInternational Journal of Advanced Manufacturing Technology
Volume114
Issue number11-12
DOIs
Publication statusPublished - Jun 2021
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

!!!Keywords

  • Lean manufacturing
  • Simulation modelling
  • Stella
  • System dynamics
  • Value stream mapping
  • Vensim

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