Simulation and analysis for sustainability in manufacturing processes
Paper in proceeding, 2011
"Sustainability" has become a ubiquitous term in almost every field, especially in engineering design and manufacturing. Recently, an increased awareness of environmental problems and resource depletion has led to an emphasis on environmentally friendly practices. This is especially true in the manufacturing industry where energy consumption and the amount of waste generated can be high. This requires proactive tools to be developed to carefully analyze the cause-effect of current manufacturing practices and to investigate alternative practices. One such approach to sustainable manufacturing is the combined use of Discrete Event Simulation (DES) and Life Cycle Assessment (LCA) to analyze the utilization and processing of manufacturing resources in a factory setting. On an economic aspect such method can significantly reduce the financial and environmental costs by evaluating the system performance before its construction or use. This project considers what-if scenarios in a simplified golf ball factory, using as close to real-world data as possible, to demonstrate DES and LCA's ability to facilitate decision-making and optimize the manufacturing process. Plastic injection molding, an energy-intensive step in the golf ball manufacturing process, is the focus of the DES model. AutoMod, a 3-D modeling software, was used to build the DES model and AutoStat was used to run the trials and analyze the data. By varying the input parameters such as type and number of injection molding machines and material used, the simulation model can output data indicating the most productive and energy efficient methods. On a more detailed level, the simulations can provide valuable information on bottlenecks or imbalances in the system. Correcting these can allow the factory to be both "greener" and more cost-effective.
Simulation model
Energy efficient
Manufacturing resource
Manufacturing process
Industrial engineering
Cause-effect
Three dimensional
Manufacturing industries
Resource depletion
Golf balls
Environmental costs
Environmentally-friendly
What-if scenarios
Environmental problems
Sustainability
Economic aspects
Discrete Event Simulation
Engineering design
3-d modeling
Plastic injection molding
Output data
Life cycle
Sustainable development
Simulation and analysis
Input parameter
Sporting goods
Manufacture
Life Cycle Assessment
Real world data
Manufacturing practices
Injection molding
Energy efficiency
Life Cycle Assessment (LCA)
Design
Energy utilization
Sustainable manufacturing
Author
A. Muroyama
University of Maryland
M. Mani
National Institute of Standards and Technology (NIST)
K. W. Lyons
National Institute of Standards and Technology (NIST)
Björn Johansson
Chalmers, Product and Production Development, Production Systems
ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2011
Vol. 2 Parts A and B 935-941
9780791854792 (ISBN)
Subject Categories
Production Engineering, Human Work Science and Ergonomics
DOI
10.1115/DETC2011-47327
ISBN
9780791854792