Literature DB >> 31274963

Factory optima: a web-based system for composition and analysis of manufacturing service networks based on a reusable model repository.

Alexander Brodsky1, Mohamad Omar Nachawati1, Mohan Krishnamoorthy1, William Z Bernstein2, Daniel A Menascé1.   

Abstract

This paper reports on the development of Factory Optima, a web-based system that allows manufacturing process engineers to compose, optimise and perform trade-off analysis of manufacturing and contract service networks based on a reusable repository of performance models. Performance models formally describe process feasibility constraints and metrics of interest, such as cost, throughput and CO 2 emissions, as a function of fixed and control parameters, such as equipment and contract properties and settings. The repository contains performance models representing (1) unit manufacturing processes, (2) base contract services and (3) a composite steady-state service network. The proposed framework allows process engineers to hierarchically compose model instances of service networks, which can represent production cells, lines, factory facilities and supply chains, and perform deterministic optimisation based on mathematical programming and Pareto-optimal trade-off analysis. Factory Optima is demonstrated using a case study of a service network for a heat sink product which involves contract vendors and manufacturing activities, including cutting, shearing, Computer Numerical Control (CNC) machining with milling and drilling operations, quality inspection, finishing, and assembly.

Entities:  

Keywords:  Performance models; analytics; decision support; model repository; optimisation; service composition

Year:  2019        PMID: 31274963      PMCID: PMC6605078          DOI: 10.1080/0951192X.2019.1570805

Source DB:  PubMed          Journal:  Int J Comput Integr Manuf


  1 in total

1.  Defining Near-Term to Long-Term Research Opportunities to Advance Metrics, Models, and Methods for Smart and Sustainable Manufacturing.

Authors:  Arvind Shankar Raman; Karl R Haapala; Kamyar Raoufi; Barbara S Linke; William Z Bernstein; K C Morris
Journal:  Smart Sustain Manuf Syst       Date:  2020
  1 in total

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