Data-assimilated lifecycle simulation for adaptive product lifecycle management

Shinichi Fukushige, Masaki Nishioka, Hideki Kobayashi

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

This paper proposes a data-assimilated lifecycle simulation (DA-LCS) system. Data assimilation (DA) is a self-adjustment method for decreasing differences between a simulation and observation data from an actual-system by conforming the simulation model parameters to the observation at appropriate time intervals. The proposed system applies DA to LCS for adaptive operations in product lifecycle management. A case study of the lifecycle of a photovoltaic panel reuse business shows that DA-LCS successfully merges measurement data acquired from actual business operations into the LCS model, and sequentially revises the simulation estimations through DA.

Original languageEnglish
Pages (from-to)37-40
Number of pages4
JournalCIRP Annals - Manufacturing Technology
Volume66
Issue number1
DOIs
Publication statusPublished - 2017
Externally publishedYes

Keywords

  • Data assimilation
  • Lifecycle
  • Simulation

ASJC Scopus subject areas

  • Mechanical Engineering
  • Industrial and Manufacturing Engineering

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