0
research-article

Sustainable Manufacturing with Cyber-physical Discrete Manufacturing Networks: Overview and Modeling Framework

[+] Author and Article Information
Daniel J Garcia

Northwestern University, 2145 Sheridan Road, Evanston, IL, 60208
danielgarcia2018@u.northwestern.edu

Mojtaba Mozaffar, Huaqing Ren

Northwestern University, 2145 Sheridan Road, Evanston, IL, 60208
mojtabamozaffar2020@u.northwestern.edu

Jorge Correa

University of Illinois Urbana-Champaign, 1206 W. Green St., Urbana, IL 61801
jcorre20@illinois.edu

Kornel Ehmann

Northwestern University, 2145 Sheridan Road, Evanston, IL, 60208
k-ehmann@northwestern.edu

Jian Cao

Northwestern University, 2145 Sheridan Road, Evanston, IL, 60208
jcao@northwestern.edu

Fengqi You

Cornell University, Robert Frederick Smith School of Chemical and Biomolecular Engineering, Ithaca, NY, 14853
fengqi.you@cornell.edu

1Corresponding author.

ASME doi:10.1115/1.4041833 History: Received April 30, 2018; Revised October 18, 2018

Abstract

Cyber-physical systems (CPS) enable unprecedented communication between product designers and manufacturers. Effective use of these technologies both enables and requires a new paradigm of methods and models to identify the most profitable and environmentally friendly production plans for a manufacturing network. The Operating System for Cyberphysical Manufacturing and the paired Network Operations Administration and Monitoring software are introduced. These technologies guide our development of a mixed integer bilevel programming model that models the hierarchy between designers and manufacturers as a Stackelberg game while considering multiple objectives for each of them. Designers select and pay manufacturers, while manufacturers decide how to execute the order with the payment provided by the designer. To solve the model, a tailored solution method combining a decomposition-based approach with approximation of the lower level Pareto-optimal solution set is proposed. The model is applied to a case study based on a network of manufacturers in Wisconsin and Illinois. With the proposed model, designers and manufacturers alike can take full advantage of CPS to increase profits and decrease environmental impacts.

Copyright (c) 2018 by ASME
Your Session has timed out. Please sign back in to continue.

References

Figures

Tables

Errata

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging and repositioning the boxes below.

Related Journal Articles
Related eBook Content
Topic Collections

Sorry! You do not have access to this content. For assistance or to subscribe, please contact us:

  • TELEPHONE: 1-800-843-2763 (Toll-free in the USA)
  • EMAIL: asmedigitalcollection@asme.org
Sign In