Abstract
Society's consumption of natural resources and the impact of industrial activities on the environment have gained increasing attention over the last several decades. This paper provides a historical perspective on the origins of the environmental movement and its connection to industrial systems. Then, recent research related to product design, process improvement and change, green manufacturing planning, and the circular economy are described. With respect to product design, topics such as material selection and component light-weighting are considered. For process-related research, efforts such as operation changes and equipment design for reduced energy consumption are discussed. For manufacturing planning, new developments in process planning and production scheduling are highlighted that consider environmental performance. The concept of circular economy is examined critically, with particular emphasis placed on closing materials loops via recycling and remanufacturing. The paper concludes with a discussion of challenges and opportunities to achieve the goal of industrial sustainability.
Issue Section:
100th Anniversary Special Issue
References
1.
Central Intelligence Agency
, 2017
, The World Factbook: Economy—Overview
, Central Intelligence Agency
, Washington, DC
.2.
International Energy Agency. Global Energy & CO2 Status Report 2019, The Latest Trends in Energy and Emissions in 2018
, (https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions) & Energy Technology Perspectives 2008: Scenarios & Strategies to 2050 (OECD/IEA, Paris).3.
Ehrlich
, P. R.
, and Holdren
, J. P.
, 1971
, “Impact of Population Growth
,” Science
, 171
(3977
), pp. 1212
–1217
. 10.1126/science.171.3977.12124.
Our World in Data: Economic Growth
, https://ourworldindata.org/economic-growth, Accessed September 1, 2019.5.
Carson
, R.
, 2002
, Silent Spring
, Houghton Mifflin Harcourt
.6.
Environmental Protection Agency
. The Origins of EPA
, https://www.epa.gov/history/origins-epa, Accessed August 2, 2019.7.
Copeland
, C.
, 1999
, Clean Water Act: A Summary of the Law
, Congressional Research Service, Library of Congress
, Washington, DC
.8.
Bryner
, G. C.
, 1995
, Blue Skies, Green Politics: The Clean Air Act of 1990
.9.
Mihelcic
, J. R.
, Crittenden
, J. C.
, Small
, M. J.
, Shonnard
, D. R.
, Hokanson
, D. R.
, Zhang
, Q.
, Chen
, H.
, Sorby
, S. A.
, James
, V. U.
, Sutherland
, J. W.
, and Schnoor
, J. L.
, 2003
, “Sustainability Science and Engineering: The Emergence of a New Metadiscipline
,” Environ. Sci. Technol.
, 37
(23
), pp. 5314
–5324
. 10.1021/es034605h10.
Haapala
, K. R.
, Zhao
, F.
, Camelio
, J.
, Sutherland
, J. W.
, Skerlos
, S. J.
, Dornfeld
, D. A.
, Jawahir
, I. S.
, Clarens
, A. F.
, and Rickli
, J. L.
, 2013
, “A Review of Engineering Research in Sustainable Manufacturing
,” ASME J. Manuf. Sci. Eng.
, 135
(4
), p. 041013
. 10.1115/1.402404011.
Keeble
, B. R.
, 1988
, “The Brundtland Report:‘Our Common Future’
,” Medicine and War
, 4
(1
), pp. 17
–25
. 10.1080/0748800880840878312.
Frosch
, R. A.
, and Gallopoulos
, N. E.
, 1989
, Strategies for Manufacturing, Scientific American
, 266
.13.
Graedel
, T. E.
, and Allenby
, B. R.
, 2010
, Industrial Ecology and Sustainable Engineering: International Edition
, Pearson Education Inc., Upper Saddle River, Prentice Hall
, p. 425
.14.
Baccini
, P.
, and Brunner
, P. H.
, 1991
, Metabolism of the Anthroposphere
, Springer
, New York
.15.
Socolow
, R.
, and Thomas
, V.
, 1997
, “The Industrial Ecology of Lead and Electric Vehicles
,” J. Ind. Ecol.
, 1
(1
), pp. 13
–36
. 10.1162/jiec.1997.1.1.1316.
Scherkenbach
, W. W.
, 1987
, The Deming Route to Quality and Productivity: Road map and Roadblocks
, Mercury Press/Fairchild Publications
, New York
.17.
Fuller
, R. B.
, 1963
, Utopia or Oblivion: the Prospects for Humanity
, Estate of R. Buckminster Fuller
.18.
Fuller
, R. B.
, 2008
, Operating Manual for Spaceship Earth
, Estate of R. Buckminster Fuller
.19.
Van Weenen
, J. C.
, 1995
, “Towards Sustainable Product Development
,” J. Cleaner Prod.
, 3
(1–2
), pp. 95
–100
. 10.1016/0959-6526(95)00062-J20.
Luttropp
, C.
, and Lagerstedt
, J.
, 2006
, “EcoDesign and The Ten Golden Rules: Generic Advice for Merging Environmental Aspects Into Product Development
,” J. Cleaner Prod.
, 14
(15–16
), pp. 1396
–1408
. 10.1016/j.jclepro.2005.11.02221.
Ramani
, K.
, Ramanujan
, D.
, Bernstein
, W. Z.
, Zhao
, F.
, Sutherland
, J.
, Handwerker
, C.
, Choi
, J. K.
, Kim
, H.
, and Thurston
, D.
, 2010
, “Integrated Sustainable Life Cycle Design: A Review
,” ASME J. Mech. Des.
, 132
(9
), p. 091004
. 10.1115/1.400230822.
Bovea
, M. D.
, and Gallardo
, A.
, 2006
, “The Influence of Impact Assessment Methods on Materials Selection for Eco-Design
,” Mater. Des.
, 27
(3
), pp. 209
–215
. 10.1016/j.matdes.2004.10.01523.
Hocking
, M. B.
, 1991, February
, Paper Versus Polystyrene: a Complex Choice
, Seminar Organising Committee
.24.
Standardization
, I.
, 1997
, Environmental Management: Life Cycle Assessment
, Principles and Framework
.25.
Devanathan
, S.
, Ramanujan
, D.
, Bernstein
, W. Z.
, Zhao
, F.
, and Ramani
, K.
, 2010
, “Integration of Sustainability Into Early Design Through the Function Impact Matrix
,” ASME J. Mech. Des.
, 132
(8
), p. 081004
. 10.1115/1.400189026.
Sousa
, I.
, Wallace
, D.
, and Eisenhard
, J. L.
, 2000
, “Approximate Life-Cycle Assessment of Product Concepts Using Learning Systems
,” J. Ind. Ecol.
, 4
(4
), pp. 61
–81
. 10.1162/1088198005254195427.
Chen
, J. L.
, and Liau
, C. W.
, 2001, December
, “A Simple Life Cycle Assessment Method for Green Product Conceptual Design
,” Proceedings of Second International Symposium on Environmentally Conscious Design and Inverse Manufacturing
, IEEE
, pp. 775
–780
.28.
Hofer
, J.
, Wilhelm
, E.
, and Schenler
, W.
, 2014
, “Comparing the Mass, Energy, and Cost Effects of Lightweighting in Conventional and Electric Passenger Vehicles
,” J. Sustainable Dev. Energy, Water Environment Systems
, 2
(3
), pp. 284
–295
. 10.13044/j.sdewes.2014.02.002329.
Herrmann
, C.
, Dewulf
, W.
, Hauschild
, M.
, Kaluza
, A.
, Kara
, S.
, and Skerlos
, S.
, 2018
, “Life Cycle Engineering of Lightweight Structures
,” CIRP Ann.
, 67
(2
), pp. 651
–672
. 10.1016/j.cirp.2018.05.00830.
Mayyas
, A. T.
, Qattawi
, A.
, Mayyas
, A. R.
, and Omar
, M. A.
, 2012
, “Life Cycle Assessment-Based Selection for a Sustainable Lightweight Body-in-White Design
,” Energy
, 39
(1
), pp. 412
–425
. 10.1016/j.energy.2011.12.03331.
Kim
, H. C.
, and Wallington
, T. J.
, 2016
, “Life Cycle Assessment of Vehicle Lightweighting: a Physics-Based Model to Estimate Use-Phase Fuel Consumption of Electrified Vehicles
,” Environ. Sci. Technol.
, 50
(20
), pp. 11226
–11233
. 10.1021/acs.est.6b0205932.
Verbrugge
, M.
, Lee
, T.
, Krajewski
, P. E.
, Sachdev
, A. K.
, Bjelkengren
, C.
, Roth
, R.
, and Kirchain
, R.
, 2009
, “Mass Decompounding and Vehicle Lightweighting,” Materials Science Forum
, Vol. 618
, Trans Tech Publications
, pp. 411
–418
.33.
Taub
, A. I.
, and Luo
, A. A.
, 2015
, “Advanced Lightweight Materials and Manufacturing Processes for Automotive Applications
,” Mrs Bulletin
, 40
(12
), pp. 1045
–1054
. 10.1557/mrs.2015.26834.
Brandt
, J.
, 2004
, The Research Requirements of the Transport Sectors to Facilitate an Increased Usage of Composite Materials, Part I: The Composite Material Research Requirements of the Aerospace Industry, Composition, European Commission
. Munich
: EADS Deutschland GmbH, Corporate Research Centre
.35.
Lefeuvre
, A.
, Garnier
, S.
, Jacquemin
, L.
, Pillain
, B.
, and Sonnemann
, G.
, 2017
, “Anticipating In-use Stocks of Carbon Fiber Reinforced Polymers and Related Waste Flows Generated by the Commercial Aeronautical Sector Until 2050
,” Resour. Conserv. Recycl.
, 125
, pp. 264
–272
. 10.1016/j.resconrec.2017.06.02336.
Dong
, P. A. V.
, Azzaro-Pantel
, C.
, Boix
, M.
, Jacquemin
, L.
, and Cadène
, A. L.
, 2017
, “A Bicriteria Optimisation Approach for Waste Management of Carbon Fibre Reinforced Polymers Used in Aerospace Applications: Application to the Case Study of France
,” Waste Biomass Valorization
, 8
(6
), pp. 2187
–2208
. 10.1007/s12649-016-9669-z37.
Dillingham
, G. L.
, 2011
, Aviation Safety-Status of FAA's Actions to Oversee the Safety of Composite Airplanes
, US Goverment Accountability Office
.38.
Möhring
, H. C.
, Brecher
, C.
, Abele
, E.
, Fleischer
, J.
, and Bleicher
, F.
, 2015
, “Materials in Machine Tool Structures
,” CIRP Ann.
, 64
(2
), pp. 725
–748
. 10.1016/j.cirp.2015.05.00539.
Kroll
, L.
, Blau
, P.
, Wabner
, M.
, Frieß
, U.
, Eulitz
, J.
, and Klärner
, M.
, 2011
, “Lightweight Components for Energy-Efficient Machine Tools
,” CIRP J. Manuf. Sci. Technol.
, 4
(2
), pp. 148
–160
. 10.1016/j.cirpj.2011.04.00240.
Cherubini
, F.
, Raugei
, M.
, and Ulgiati
, S.
, 2008
, “LCA of Magnesium Production: Technological Overview and Worldwide Estimation of Environmental Burdens
,” Resour. Conserv. Recycl.
, 52
(8–9
), pp. 1093
–1100
. 10.1016/j.resconrec.2008.05.00141.
Ehrenberger
, S.
, and Friedrich
, H. E.
, 2013
, “Life-Cycle Assessment of the Recycling of Magnesium Vehicle Components
,” JOM
, 65
(10
), pp. 1303
–1309
. 10.1007/s11837-013-0703-342.
Dalmijn
, W. L.
, and De Jong
, T. P. R.
, 2007
, “The Development of Vehicle Recycling in Europe: Sorting, Shredding, and Separation
,” JOM
, 59
(11
), pp. 52
–56
. 10.1007/s11837-007-0141-143.
Oliveux
, G.
, Dandy
, L. O.
, and Leeke
, G. A.
, 2015
, “Current Status of Recycling of Fibre Reinforced Polymers: Review of Technologies, Reuse and Resulting Properties
,” Prog. Mater. Sci.
, 72
, pp. 61
–99
. 10.1016/j.pmatsci.2015.01.00444.
Mativenga
, P. T.
, Shuaib
, N. A.
, Howarth
, J.
, Pestalozzi
, F.
, and Woidasky
, J.
, 2016
, “High Voltage Fragmentation and Mechanical Recycling of Glass Fibre Thermoset Composite
,” CIRP Ann.
, 65
(1
), pp. 45
–48
. 10.1016/j.cirp.2016.04.10745.
Pimenta
, S.
, and Pinho
, S. T.
, 2011
, “Recycling Carbon Fibre Reinforced Polymers for Structural Applications: Technology Review and Market Outlook
,” Waste Manage.
, 31
(2
), pp. 378
–392
. 10.1016/j.wasman.2010.09.01946.
Allwood
, J. M.
, Ashby
, M. F.
, Gutowski
, T. G.
, and Worrell
, E.
, 2011
, “Material Efficiency: A White Paper
,” Resour. Conserv. Recycl.
, 55
(3
), pp. 362
–381
. 10.1016/j.resconrec.2010.11.00247.
Gutowski
, T. G.
, Sahni
, S.
, Allwood
, J. M.
, Ashby
, M. F.
, and Worrell
, E.
, 2013
, “The Energy Required to Produce Materials: Constraints on Energy-Intensity Improvements, Parameters of Demand
,” Philos. Trans. R. Soc. A
, 371
(1986
), p. 20120003
. 10.1098/rsta.2012.000348.
Kim
, H. J.
, McMillan
, C.
, Keoleian
, G. A.
, and Skerlos
, S. J.
, 2010
, “Greenhouse Gas Emissions Payback for Lightweighted Vehicles Using Aluminum and High-Strength Steel
,” J. Ind. Ecol.
, 14
(6
), pp. 929
–946
. 10.1111/j.1530-9290.2010.00283.x49.
Whitefoot
, K. S.
, Grimes-Casey
, H. G.
, Girata
, C. E.
, Morrow
, W. R.
, Winebrake
, J. J.
, Keoleian
, G. A.
, and Skerlos
, S. J.
, 2011
, “Consequential Life Cycle Assessment With Market-Driven Design: Development and Demonstration
,” J. Ind. Ecol.
, 15
(5
), pp. 726
–742
. 10.1111/j.1530-9290.2011.00367.x50.
McMillan
, C. A.
, and Keoleian
, G. A.
, 2009
, “Not all Primary Aluminum is Created Equal: Life Cycle Greenhouse Gas Emissions From 1990 to 2005
,” Environ. Sci. Technol.
, 43
(5
), pp. 1571
–1577
. 10.1021/es800815w51.
Allwood
, J. M.
, Cullen
, J. M.
, Carruth
, M. A.
, Cooper
, D. R.
, McBrien
, M.
, Milford
, R. L.
, Moynihan
, M. C.
, and Patel
, A. C.
, 2012
, Sustainable Materials: With Both Eyes Open
, UIT Cambridge
, Cambridge, UK
, p. 384
.52.
Shade
, S. A.
, and Sutherland
, J. W.
, 2018
, “Energy Efficient or Energy Effective Manufacturing?
,” Energy Effic. Manuf. Theory Appl.
, pp. 421
–444
. 10.1002/9781119519904.ch1653.
Dornfeld
, D. A.
, 2014
, “Moving Towards Green and Sustainable Manufacturing
,” Int. J. Precis. Eng. Manuf.-Green Technol.
, 1
(1
), pp. 63
–66
. 10.1007/s40684-014-0010-754.
Diaz-Elsayed
, N.
, Dornfeld
, D.
, and Horvath
, A.
, 2015
, “A Comparative Analysis of the Environmental Impacts of Machine Tool Manufacturing Facilities
,” J. Cleaner Prod.
, 95
, pp. 223
–231
. 10.1016/j.jclepro.2015.02.04755.
Kara
, S.
, and Li
, W.
, 2011
, “Unit Process Energy Consumption Models for Material Removal Processes
,” CIRP Ann.
, 60
(1
), pp. 37
–40
. 10.1016/j.cirp.2011.03.01856.
Munoz
, A. A.
, and Sheng
, P.
, 1995
, “An Analytical Approach for Determining the Environmental Impact of Machining Processes
,” J. Mater. Process. Technol.
, 53
(3–4
), pp. 736
–758
. 10.1016/0924-0136(94)01764-R57.
Dittrich
, M. A.
, Gutowski
, T. G.
, Cao
, J.
, Roth
, J. T.
, Xia
, Z. C.
, Kiridena
, V.
, Ren
, F.
, and Henning
, H.
, 2012
, “Exergy Analysis of Incremental Sheet Forming
,” Prod. Eng.
, 6
(2
), pp. 169
–177
. 10.1007/s11740-012-0375-958.
Ehmann
, K. F.
, Kapoor
, S. G.
, DeVor
, R. E.
, and Lazoglu
, I.
, 1997
, “Machining Process Modeling: A Review
,” ASME J. Manuf. Sci. Eng.
, 119
(4B
), pp. 655
–663
. 10.1115/1.283680559.
Malkin
, S.
, and Guo
, C.
, 2007
, “Thermal Analysis of Grinding
,” CIRP Ann.
, 56
(2
), pp. 760
–782
. 10.1016/j.cirp.2007.10.00560.
Bi
, Z. M.
, and Wang
, L.
, 2012
, “Optimization of Machining Processes From the Perspective of Energy Consumption: A Case Study
,” J. Manuf. Syst.
, 31
(4
), pp. 420
–428
. 10.1016/j.jmsy.2012.07.00261.
Cooper
, D. R.
, Rossie
, K. E.
, and Gutowski
, T. G.
, 2017
, “An Environmental and Cost Analysis of Stamping Sheet Metal Parts
,” ASME J. Manuf. Sci. Eng.
, 139
(4
), p. 041012
. 10.1115/1.403467062.
Diaz
, N.
, Ninomiya
, K.
, Noble
, J.
, and Dornfeld
, D.
, 2012
, “Environmental Impact Characterization of Milling and Implications for Potential Energy Savings in Industry
,” Procedia CIRP
, 1
, pp. 518
–523
. 10.1016/j.procir.2012.04.09263.
Diaz
, N.
, Redelsheimer
, E.
, and Dornfeld
, D.
, 2011
, “Energy Consumption Characterization and Reduction Strategies for Milling Machine Tool Use,” Glocalized Solutions for Sustainability in Manufacturing
, Springer
, Berlin, Heidelberg
, pp. 263
–267
.64.
Li
, T.
, and Yuan
, C.
, 2013, June
, “Numerical Modeling of Specific Energy Consumption in Machining Process
,” Proceedings of ASME 2013 International Manufacturing Science and Engineering Conference Collocated With the 41st North American Manufacturing Research Conference
, American Society of Mechanical Engineers Digital Collection
.65.
Diaz
, N.
, Helu
, M.
, Jayanathan
, S.
, Chen
, Y.
, Horvath
, A.
, and Dornfeld
, D.
, 2010, May
, “Environmental Analysis of Milling Machine Tool Use in Various Manufacturing Environments
,” Proceedings of the 2010 IEEE International Symposium on Sustainable Systems and Technology
, IEEE
, pp. 1
–6
.66.
Chen
, D.
, Schudeleit
, T.
, Posselt
, G.
, and Thiede
, S.
, 2013
, “A State-of-the-art Review and Evaluation of Tools for Factory Sustainability Assessment
,” Procedia CIRP
, 9
, pp. 85
–90
. 10.1016/j.procir.2013.06.17367.
Herrmann
, C.
, Thiede
, S.
, Kara
, S.
, and Hesselbach
, J.
, 2011
, “Energy Oriented Simulation of Manufacturing Systems–Concept and Application
,” CIRP Ann.
, 60
(1
), pp. 45
–48
. 10.1016/j.cirp.2011.03.12768.
Herrmann
, C.
, and Thiede
, S.
, 2009
, “Process Chain Simulation to Foster Energy Efficiency in Manufacturing
,” CIRP J. Manuf. Sci. Technol.
, 1
(4
), pp. 221
–229
. 10.1016/j.cirpj.2009.06.00569.
Hesselbach
, J.
, Herrmann
, C.
, Detzer
, R.
, Martin
, L.
, Thiede
, S.
, and Ludemann
, B.
, 2008
, “Energy Efficiency Through Optimised Coordination of Production and Technical Building Services
,” LCE 2008: 15th CIRP International Conference on Life Cycle Engineering: Conference Proceedings
, CIRP
, p. 624
.70.
Thiede
, S.
, Seow
, Y.
, Andersson
, J.
, and Johansson
, B.
, 2013
, “Environmental Aspects in Manufacturing System Modelling and Simulation—State of the Art and Research Perspectives
,” CIRP J. Manuf. Sci. Technol.
, 6
(1
), pp. 78
–87
. 10.1016/j.cirpj.2012.10.00471.
Diaz
, N.
, and Dornfeld
, D.
, 2012
, “Cost and Energy Consumption Optimization of Product Manufacture in a Flexible Manufacturing System,” Leveraging Technology for a Sustainable World
, Springer
, Berlin, Heidelberg
, pp. 411
–416
.72.
Fang
, K.
, Uhan
, N.
, Zhao
, F.
, and Sutherland
, J. W.
, 2011
, “A New Approach to Scheduling in Manufacturing for Power Consumption and Carbon Footprint Reduction
,” J. Manuf. Syst.
, 30
(4
), pp. 234
–240
. 10.1016/j.jmsy.2011.08.00473.
Li
, L.
, Sun
, Z.
, Yang
, H.
, and Gu
, F.
, 2012, June
, “Simulation-Based Energy Efficiency Improvement for Sustainable Manufacturing Systems
,” ASME 2012 International Manufacturing Science and Engineering Conference Collocated With the 40th North American Manufacturing Research Conference and in Participation With the International Conference on Tribology Materials and Processing
, American Society of Mechanical Engineers Digital Collection
, New York
, pp. 1033
–1039
.74.
Sutherland
, J. W.
, and Haapala
, K. R.
, 2007
, “Optimization of Steel Production to Improve Lifecycle Environmental Performance
,” CIRP Ann.
, 56
(1
), pp. 5
–8
. 10.1016/j.cirp.2007.05.00375.
Wang
, J.
, Li
, J.
, and Huang
, N.
, 2009, January
, “Optimal Scheduling to Achieve Energy Reduction in Automotive Paint Shops
,” ASME 2009 International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
, pp. 161
–167
.76.
Krishnan
, N.
, and Sheng
, P. S.
, 2000
, “Environmental Versus Conventional Planning for Machined Components
,” CIRP Ann.
, 49
(1
), pp. 363
–366
. 10.1016/S0007-8506(07)62965-577.
Srinivasan
, M.
, and Sheng
, P.
, 1999
, “Feature-Based Process Planning for Environmentally Conscious Machining–Part 1: Microplanning
,” Rob. Comput.-Integr. Manuf.
, 15
(3
), pp. 257
–270
. 10.1016/S0736-5845(99)00017-478.
Srinivasan
, M.
, and Sheng
, P.
, 1999
, “Feature Based Process Planning in Environmentally Conscious Machining–Part 2: Macroplanning
,” Rob. Comput.-Integr. Manuf.
, 15
(3
), pp. 271
–281
. 10.1016/S0736-5845(99)00018-679.
Zhao
, F.
, Murray
, V. R.
, Ramani
, K.
, and Sutherland
, J. W.
, 2012
, “Toward the Development of Process Plans With Reduced Environmental Impacts
,” Frontiers Mech. Eng.
, 7
(3
), pp. 231
–246
. 10.1007/s11465-012-0334-380.
Aguado
, S.
, Alvarez
, R.
, and Domingo
, R.
, 2013
, “Model of Efficient and Sustainable Improvements in a Lean Production System Through Processes of Environmental Innovation
,” J. Cleaner Prod.
, 47
, pp. 141
–148
. 10.1016/j.jclepro.2012.11.04881.
Diaz-Elsayed
, N.
, Jondral
, A.
, Greinacher
, S.
, Dornfeld
, D.
, and Lanza
, G.
, 2013
, “Assessment of Lean and Green Strategies by Simulation of Manufacturing Systems in Discrete Production Environments
,” CIRP Ann.
, 62
(1
), pp. 475
–478
. 10.1016/j.cirp.2013.03.06682.
Alsaffar
, A. J.
, Raoufi
, K.
, Kim
, K. Y.
, Okudan Kremer
, G. E.
, and Haapala
, K. R.
, 2016
, “Simultaneous Consideration of Unit Manufacturing Processes and Supply Chain Activities for Reduction of Product Environmental and Social Impacts
,” ASME J. Manuf. Sci. Eng.
, 138
(10
). 10.1115/1.403448183.
Despeisse
, M.
, Ball
, P. D.
, Evans
, S.
, and Levers
, A.
, 2012
, “Industrial Ecology at Factory Level—A Conceptual Model
,” J. Cleaner Prod.
, 31
, pp. 30
–39
. 10.1016/j.jclepro.2012.02.02784.
Peralta Alvarez
, M. E.
, Marcos Barcena
, M.
, and Aguayo Gonzalez
, F.
, 2016
, “A Review of Sustainable Machining Engineering: Optimization Process Through Triple Bottom Line
,” ASME J. Manuf. Sci. Eng.
, 138
(10
), p. 10
. 10.1115/1.403427785.
Tong
, A.
, Calvo
, J.
, and Haapala
, K. R.
, 2018
, “Integration of Sustainability Indicators and the Viable System Model Towards a Systemic Sustainability Assessment Methodology
,” Sys. Res. Behav. Sci.
, 35
(5
), pp. 564
–587
. 10.1002/sres.255386.
Zhang
, H.
, and Haapala
, K. R.
, 2015
, “Integrating Sustainable Manufacturing Assessment Into Decision Making for a Production Work Cell
,” J. Cleaner Prod.
, 105
, pp. 52
–63
. 10.1016/j.jclepro.2014.01.03887.
Jiménez-González
, C.
, Kim
, S.
, and Overcash
, M. R.
, 2000
, “Methodology for Developing Gate-to-Gate Life Cycle Inventory Information
,” Int. J. Life Cycle Assess.
, 5
(3
), pp. 153
–159
. 10.1007/BF0297861588.
Linke
, B.
, and Overcash
, M.
, 2017
, “Reusable Unit Process Life Cycle Inventory for Manufacturing: Grinding
,” Prod. Eng.
, 11
(6
), pp. 643
–653
. 10.1007/s11740-017-0768-x89.
Overcash
, M.
, Twomey
, J.
, and Kalla
, D.
, 2009, January
, “Unit Process Life Cycle Inventory for Product Manufacturing Operations
,” Proceedings of ASME 2009 International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
, New York
, pp. 49
–55
.90.
Zhang
, H.
, and Zhao
, F.
, 2019
, “Reusable Unit Process Life Cycle Inventory for Manufacturing: Gas Metal Arc Welding
,” Prod. Eng.
, 13
(1
), pp. 89
–97
. 10.1007/s11740-018-0869-191.
Duflou
, J. R.
, Kellens
, K.
, and Dewulf
, W.
, 2011
, “Unit Process Impact Assessment for Discrete Part Manufacturing: A State of the Art
,” CIRP J. Manuf. Sci. Technol.
, 4
(2
), pp. 129
–135
. 10.1016/j.cirpj.2011.01.00892.
Kellens
, K.
, Rodrigues
, G. C.
, Dewulf
, W.
, and Duflou
, J. R.
, 2014
, “Energy and Resource Efficiency of Laser Cutting Processes
,” Phys. Procedia
, 56
, pp. 854
–864
. 10.1016/j.phpro.2014.08.10493.
Kellens
, K.
, Yasa
, E.
, Renaldi
, R.
, Dewulf
, W.
, Kruth
, J. P.
, and Duflou
, J.
, 2011
, “Energy and Resource Efficiency of SLS/SLM Processes (Keynote Paper)
,” SFF Symposium 2011
, pp. 1
–16
.94.
Kellens
, K.
, Dewulf
, W.
, Overcash
, M.
, Hauschild
, M. Z.
, and Duflou
, J. R.
, 2012
, “Methodology for Systematic Analysis and Improvement of Manufacturing Unit Process Life-Cycle Inventory (UPLCI)—CO 2 PE! Initiative (Cooperative Effort on Process Emissions in Manufacturing). Part 1: Methodology Description
,” Int. J. Life Cycle Assess.
, 17
(1
), pp. 69
–78
. 10.1007/s11367-011-0340-495.
Kellens
, K.
, Dewulf
, W.
, Overcash
, M.
, Hauschild
, M. Z.
, and Duflou
, J. R.
, 2012
, “Methodology for Systematic Analysis and Improvement of Manufacturing Unit Process Life Cycle Inventory (UPLCI) CO 2 PE! Initiative (Cooperative Effort on Process Emissions in Manufacturing). Part 2: Case Studies
,” Int. J. Life Cycle Assess.
, 17
(2
), pp. 242
–251
. 10.1007/s11367-011-0352-096.
Garretson
, I. C.
, Mani
, M.
, Leong
, S.
, Lyons
, K. W.
, and Haapala
, K. R.
, 2016
, “Terminology to Support Manufacturing Process Characterization and Assessment for Sustainable Production
,” J. Cleaner Prod.
, 139
, pp. 986
–1000
. 10.1016/j.jclepro.2016.08.10397.
Mani
, M.
, Larborn
, J.
, Johansson
, B.
, Lyons
, K. W.
, and Morris
, K. C.
, 2016
, “Standard Representations for Sustainability Characterization of Industrial Processes
,” ASME J. Manuf. Sci. Eng.
, 138
(10
), p. 101008
. 10.1115/1.403392298.
Mani
, M.
, Lyons
, K. W.
, and Gupta
, S. K.
, 2014
, “Sustainability Characterization for Additive Manufacturing
,” J. Res. Natl. Inst. Stand. Technol.
, 119
, p. 419
. 10.6028/jres.119.01699.
Mani
, M.
, Madan
, J.
, Lee
, J. H.
, Lyons
, K. W.
, and Gupta
, S. K.
, 2014
, “Sustainability Characterisation for Manufacturing Processes
,” Int. J. Prod. Res.
, 52
(20
), pp. 5895
–5912
. 10.1080/00207543.2014.886788100.
Mani
, M.
, Madan
, J.
, Lee
, J. H.
, Lyons
, K. W.
, and Gupta
, S. K.
, 2013
, Review on Sustainability Characterization for Manufacturing Processes
. National Institute of Standards and Technology
, Gaithersburg, MD
, Report No. NISTIR, 7913
.101.
Shankar Raman
, A.
, Haapala
, K. R.
, and Morris
, K. C.
, 2018
, “Towards a Standards-Based Methodology for Extending Manufacturing Process Models for Sustainability Assessment
,” ASME 2018 13th International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
, New York
.102.
Smullin
, M. M.
, Garretson
, I. C.
, and Haapala
, K. R.
, 2016, June
, “Composability of Unit Manufacturing Process Models for Manufacturing Systems Analysis
,” Proceedings of ASME 2016 11th International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
.103.
Bernstein
, W. Z.
, Lechevalier
, D.
, and Libes
, D.
, 2018, June
, “UMP Builder: Capturing and Exchanging Manufacturing Models for Sustainability
,” In ASME 2018 13th International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
.104.
Brodsky
, A.
, Nachawati
, M. O.
, Krishnamoorthy
, M.
, Bernstein
, W. Z.
, and Menascé
, D. A.
, 2019
, “Factory Optima: a web-Based System for Composition and Analysis of Manufacturing Service Networks Based on a Reusable Model Repository
,” Int. J. Comput. Integr. Manuf.
, 32
(3
), pp. 206
–224
. 10.1080/0951192X.2019.1570805105.
ASTM
, 2019
, Subcommittee E60.13: Published standards under E60.13 jurisdiction
, https://www.astm.org/COMMIT/SUBCOMMIT/E6013.htm, Accessed August 29, 2019.106.
Bernstein
, W. Z.
, Subramaniyan
, A. B.
, Brodsky
, A.
, Garretson
, I. C.
, Haapala
, K. R.
, Libes
, D.
, Morris
, K. C.
, Pan
, R.
, Prabhu
, V.
, Sarkar
, A.
, and Raman
, A. S.
, 2018
, “Research Directions for an Open Unit Manufacturing Process Repository: A Collaborative Vision
,” Manuf. Lett.
, 15
, pp. 71
–75
. 10.1016/j.mfglet.2017.12.007107.
Bernstein
, W. Z.
, Mani
, M.
, Lyons
, K. W.
, Morris
, K. C.
, and Johansson
, B.
, 2016, August
, “An Open web-Based Repository for Capturing Manufacturing Process Information
,” ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
, American Society of Mechanical Engineers Digital Collection
, New York
.108.
Brundage
, M. P.
, Lechevalier
, D.
, and Morris
, K. C.
, 2019
, “Toward Standards-Based Generation of Reusable Life Cycle Inventory Data Models for Manufacturing Processes
,” ASME J. Manuf. Sci. Eng.
, 141
(2
), p. 021017
. 10.1115/1.4041947109.
Cooper
, D. R.
, Rossie
, K. E.
, and Gutowski
, T. G.
, 2017
, “The Energy Requirements and Environmental Impacts of Sheet Metal Forming: An Analysis of Five Forming Processes
,” J. Mater. Process. Technol.
, 244
, pp. 116
–135
. 10.1016/j.jmatprotec.2017.01.010110.
Tekkaya
, A. E.
, Schikorra
, M.
, Becker
, D.
, Biermann
, D.
, Hammer
, N.
, and Pantke
, K.
, 2009
, “Hot Profile Extrusion of AA-6060 Aluminum Chips
,” J. Mater. Process. Technol.
, 209
(7
), pp. 3343
–3350
. 10.1016/j.jmatprotec.2008.07.047111.
Milford
, R. L.
, Allwood
, J. M.
, and Cullen
, J. M.
, 2011
, “Assessing the Potential of Yield Improvements, Through Process Scrap Reduction, for Energy and CO2 Abatement in the Steel and Aluminium Sectors
,” Resour. Conserv. Recycl.
, 55
(12
), pp. 1185
–1195
. 10.1016/j.resconrec.2011.05.021112.
Hardin
, R. A.
, and Beckermann
, C.
, 1997
, “The Current State of Casting Yield: Results From the 1997 SFSA Yield Survey
,” Proceedings of the 51st SFSA Technical and Operating Conference
, Chicago, IL
, Paper No. 3.5, Steel Founders’ Society of America
.113.
Schlesinger
, M. E.
, 2014
, Aluminum Recycling
, CRC press
.114.
Cullen
, J. M.
, Allwood
, J. M.
, and Bambach
, M. D.
, 2012
, “Mapping the Global Flow of Steel: From Steelmaking to End-Use Goods
,” Environ. Sci. Technol.
, 46
(24
), pp. 13048
–13055
. 10.1021/es302433p115.
Cullen
, J. M.
, and Allwood
, J. M.
, 2013
, “Mapping the Global Flow of Aluminum: From Liquid Aluminum to End-Use Goods
,” Environ. Sci. Technol.
, 47
(7
), pp. 3057
–3064
. 10.1021/es304256s116.
Zhu
, Y.
, Syndergaard
, K.
, and Cooper
, D. R.
, 2019
, “Mapping the Annual Flow of Steel in the United States
,” Environ. Sci. Technol.
, 53
(19
), pp. 11260
–11268
. 10.1021/acs.est.9b01016117.
Horton
, P. M.
, and Allwood
, J. M.
, 2017
, “Yield Improvement Opportunities for Manufacturing Automotive Sheet Metal Components
,” J. Mater. Process. Technol.
, 249
, pp. 78
–88
. 10.1016/j.jmatprotec.2017.05.037118.
Morgan
, J. M.
, and Liker
, J. K.
, 2018
, Designing the Future: How Ford, Toyota, and Other World-Class Organizations Use Lean Product Development to Drive Innovation and Transform Their Business: How Ford, Toyota, and Other World-Class Organizations Use Lean Product Development to Drive Innovation and Transform Their Business
, McGraw Hill Professional
.119.
Flint
, I. P.
, Allwood
, J. M.
, and Serrenho
, A. C.
, 2019
, “Scrap, Carbon and Cost Savings From the Adoption of Flexible Nested Blanking
,” Int. J. Adv. Manuf. Technol.
, pp. 1
–11
. 10.1007/s00170-019-03995-6120.
Black
, J. T.
, and Kohser
, R. A.
, 2017
, DeGarmo's Materials and Processes in Manufacturing
, John Wiley & Sons
.121.
Gooch
, J.W.
ed., 2011
. Encyclopedic Dictionary of Polymers
, 2nd ed. Springer Science & Business Media
.122.
Cooper
, D. R.
, Song
, J.
, and Gerard
, R.
, 2018
, “Metal Recovery During Melting of Extruded Machining Chips
,” J. Cleaner Prod.
, 200
, pp. 282
–292
. 10.1016/j.jclepro.2018.07.246123.
Carruth
, M. A.
, Allwood
, J. M.
, and Moynihan
, M. C.
, 2011
, “The Technical Potential for Reducing Metal Requirements Through Lightweight Product Design
,” Resour. Conserv. Recycl.
, 57
, pp. 48
–60
. 10.1016/j.resconrec.2011.09.018124.
Huang
, R.
, Riddle
, M.
, Graziano
, D.
, Warren
, J.
, Das
, S.
, Nimbalkar
, S.
, Cresko
, J.
, and Masanet
, E.
, 2016
, “Energy and Emissions Saving Potential of Additive Manufacturing: the Case of Lightweight Aircraft Components
,” J. Cleaner Prod.
, 135
, pp. 1559
–1570
. 10.1016/j.jclepro.2015.04.109125.
Carruth
, M. A.
, and Allwood
, J. M.
, 2012
, “The Development of a Hot Rolling Process for Variable Cross-Section I-Beams
,” J. Mater. Process. Technol.
, 212
(8
), pp. 1640
–1653
. 10.1016/j.jmatprotec.2012.03.006126.
Hirt
, G.
, and Bambach
, M.
, 2012
, Incremental Sheet Forming. Sheet Metal Forming Processes and Applications
, ASM International
.127.
Daehn
, G.
, Kinsella
, M.
, Mullins
, B.
, Myers
, R.
, and Utley
, J.
, 2017
, Metamorphic Manufacturing : The Third Wave of Digital Manufacturing For Improved Competitiveness and National Security Preliminary Summary and Vision January 2017 LIFT Task Force on Metamorphic Manufacturing
.128.
Diaz
, N.
, Helu
, M.
, Jayanathan
, S.
, Chen
, Y.
, Horvath
, A.
, and Dornfeld
, D.
, 2010
, “Environmental Analysis of Milling Machine Tool Use in Various Manufacturing Environments
,” IEEE International Symposium on Sustainable Systems and Technology
.129.
Herrmann
, C.
, Zein
, A.
, Thiede
, S.
, Bergmann
, L.
, and Bock
, R.
, 2008
, “Bringing Sustainable Manufacturing Into Practice—the Machine Tool Case
,” Sustainable Manufacturing VI: Global Conference on Sustainable Product Development and Life Cycle Engineering
, Pusan, Korea
.130.
Dahmus
, J. B.
, and Gutowski
, T. G.
, 2004, January
, “An Environmental Analysis of Machining
,” In ASME 2004 International Mechanical Engineering Congress and Exposition
, American Society of Mechanical Engineers
, New York
, pp. 643
–652
.131.
Zein
, A.
, Li
, W.
, Herrmann
, C.
, and Kara
, S.
, 2011
, “Energy Efficiency Measures for the Design and Operation of Machine Tools: An Axiomatic Approach,” Glocalized Solutions for Sustainability in Manufacturing
, J.
Hesselbach
, and C.
Herrmann
, Berlin, Heidelberg: Springer
, pp. 274
–279
.132.
Zhao
, L.
, Ma
, J.
, Wang
, T.
, and Xing
, D.
, 2010
, “Lightweight Design of Mechanical Structures Based on Structural Bionic Methodology
,” J. Bionic Eng.
, 7
(4
), pp. S224
–S231
. 10.1016/S1672-6529(09)60239-0133.
Triebe
, M. J.
, Zhao
, F.
, and Sutherland
, J. W.
, 2019
, “Achieving Energy Efficient Machine Tools by Mass Reduction Through Multi-Objective Optimization
,” Procedia CIRP
, 80
, pp. 73
–78
. 10.1016/j.procir.2019.01.085134.
Peukert
, B.
, Saoji
, M.
, and Uhlmann
, E.
, 2015, “An Evaluation of Building Sets Designed for Modular Machine Tool Structures to Support Sustainable Manufacturing
,” Procedia CIRP, 12th Global Conference on Sustainable Manufacturing—Emerging Potentials
, Johor Bahru, Malaysia
, Vol. 26 Jan. 1
, pp. 612
–617
.135.
Peukert
, B.
, Benecke
, S.
, Clavell
, J.
, Neugebauer
, S.
, Nissen
, N. F.
, Uhlmann
, E.
, Lang
, K.-D.
, and Finkbeiner
, M.
, 2015, “Addressing Sustainability and Flexibility in Manufacturing Via Smart Modular Machine Tool Frames to Support Sustainable Value Creation
,” Procedia CIRP, The 22nd CIRP Conference on Life Cycle Engineering
, Sydney, Australia
, Vol. 29
, Jan. 1
, pp. 514
–519
.136.
Zhao
, L.
, Chen
, W. Y.
, Ma
, J. F.
, and Yang
, Y. B.
, 2008
, “Structural Bionic Design and Experimental Verification of a Machine Tool Column
,” J. Bionic Eng.
, 5
, pp. 46
–52
. 10.1016/S1672-6529(08)60071-2137.
Li
, B.
, Hong
, J.
, and Liu
, Z.
, 2014
, “Stiffness Design of Machine Tool Structures by a Biologically Inspired Topology Optimization Method
,” Int. J. Mach. Tools Manuf.
, 84
, pp. 33
–44
. 10.1016/j.ijmachtools.2014.03.005138.
Neugebauer
, R.
, Wabner
, M.
, Ihlenfeldt
, S.
, Frieß
, U.
, Schneider
, F.
, and Schubert
, F.
, 2012
, “Bionics Based Energy Efficient Machine Tool Design
,” Procedia CIRP
, 3
, pp. 561
–566
. 10.1016/j.procir.2012.07.096139.
Duan
, M.
, and Okwudire
, C. E.
, August 2016
, “Energy-Efficient Controller Design for a Redundantly Actuated Hybrid Feed Drive With Application to Machining
,” IEEE/ASME Trans. Mech.
, 21
(4
), pp. 1822
–1834
. 10.1109/TMECH.2015.2500165140.
Kale
, S.
, Dancholvichit
, N.
, and Okwudire
, C.
, “Comparative LCA of a Linear Motor and Hybrid Feed Drive Under High Cutting Loads
,” Procedia CIRP, 6th CIRP International Conference on High Performance Cutting, HPC2014
, Vol. 14, Jan, 1, 2014
, pp. 552
–557
.141.
Abele
, E.
, Sielaff
, T.
, Schiffler
, A.
, and Rothenbücher
, S.
, 2011
, “Analyzing Energy Consumption of Machine Tool Spindle Units and Identification of Potential for Improvements of Efficiency,” Glocalized Solutions for Sustainability in Manufacturing
, J.
Hesselbach
, and C.
Herrmann
, eds., Springer
, Berlin, Heidelberg
, pp. 280
–285
.142.
Diaz
, N.
, Choi
, S.
, Helu
, M.
, Chen
, Y.
, Jayanathan
, S.
, Yasui
, Y.
, Kong
, D.
, Pavanaskar
, S.
, and Dornfeld
, D.
, 2010
, “Machine Tool Design and Operation Strategies for Green Manufacturing
,” Proceedings of 4th CIRP International Conference on High Performance Cutting
, Gifu, Japan
, pp. 1
–6
.143.
Bengtsson
, M.
, and Kurdve
, M.
, 1 January 2016
, “Machining Equipment Life Cycle Costing Model with Dynamic Maintenance Cost
,” Procedia CIRP, The 23rd CIRP Conference on Life Cycle Engineering
, Vol. 48
, pp. 102
–107
.144.
Duflou
, J. R.
, Kellens
, K.
, Devoldere
, T.
, Deprez
, W.
, and Dewulf
, W.
, 1 January 2010
, “Energy Related Environmental Impact Reduction Opportunities in Machine Design: Case Study of a Laser Cutting Machine
,” Int. J. Sustainable Manuf.
, 2
(1
), pp. 80
–98
. 10.1504/IJSM.2010.031621145.
Inman
, H.
, 2010
, The Greening of Plastics Machining
, pp. 6
–12
.146.
Li
, L.
, Huang
, H.
, Zhao
, F.
, Triebe
, M. J.
, and Liu
, Z.
, 2017
, “Analysis of a Novel Energy-Efficient System With Double-Actuator for Hydraulic Press
,” Mechatronics
, 47
, pp. 77
–87
. 10.1016/j.mechatronics.2017.08.012147.
Li
, L.
, Huang
, H.
, Zhao
, F.
, Sutherland
, J. W.
, and Liu
, Z.
, 2017
, “An Energy-Saving Method by Balancing the Load of Operations for Hydraulic Press
,” IEEE/ASME Trans. Mech.
, 22
(6
), pp. 2673
–2683
. 10.1109/TMECH.2017.2759228148.
Li
, L.
, Huang
, H.
, Zhao
, F.
, and Liu
, Z.
, 2017
, “Operation Scheduling of Multi-Hydraulic Press System for Energy Consumption Reduction
,” J. Cleaner Prod.
, 165
, pp. 1407
–1419
. 10.1016/j.jclepro.2017.07.158149.
Gungor
, Z. E.
, and Evans
, S.
, 1 January 2015
, “Eco-Effective Changeovers; Changing a Burden Into a Manufacturing Capability
,” Procedia CIRP, 12th Global Conference on Sustainable Manufacturing—Emerging Potentials
, Vol. 26
, pp. 527
–532
.150.
Huang
, A.
, Badurdeen
, F.
, and Jawahir
, I. S.
, 2018
, “Towards Developing Sustainable Reconfigurable Manufacturing Systems
,” Procedia Manufacturing, 28th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM2018)
, Columbus, OH
, June 11–14
, Global Integration of Intelligent Manufacturing and Smart Industry for Good of Humanity
, Vol. 17
.151.
Chavarría-Barrientos
, D.
, Batres
, R.
, Wright
, P. K.
, and Molina
, A.
, 17 January 2018
, “A Methodology to Create a Sensing, Smart and Sustainable Manufacturing Enterprise
,” Int. J. Prod. Res.
, 56
(1–2
), pp. 584
–603
. 10.1080/00207543.2017.1386333152.
Stock
, T.
, and Seliger
, G.
, 2016
, “Opportunities of Sustainable Manufacturing in Industry 4.0
,” Procedia Cirp
, 40
, pp. 536
–541
. 10.1016/j.procir.2016.01.129153.
Ren
, S.
, Zhang
, Y.
, Liu
, Y.
, Sakao
, T.
, Huisingh
, D.
, and Almeida
, C. M. V. B.
, 10 February 2019
, “A Comprehensive Review of Big Data Analytics Throughout Product Lifecycle to Support Sustainable Smart Manufacturing: A Framework, Challenges and Future Research Directions
,” J. Cleaner Prod.
, 210
, pp. 1343
–1365
. 10.1016/j.jclepro.2018.11.025154.
Kaiser
, K. A.
, and Gebraeel
, N. Z.
, 2009
, “Predictive Maintenance Management Using Sensor-Based Degradation Models
,” IEEE Trans. Systems, Man, Cybernetics-Part A: Systems Humans
, 39
(4
), pp. 840
–849
.155.
Auschitzky
, E.
, Hammer
, M.
, and Rajagopaul
, A.
, 2014
, How big Data can Improve Manufacturing
, McKinsey & Company
, p. 822
.156.
Kwak
, D. S.
, and Kim
, K. J.
, 2012
, “A Data Mining Approach Considering Missing Values for the Optimization of Semiconductor-Manufacturing Processes
,” Expert Syst. App.
, 39
(3
), pp. 2590
–2596
. 10.1016/j.eswa.2011.08.114157.
Ingram Micro, 2017, 4 Big Data Use Cases in the Manufacturing Industry
, Big Data Use Cases in the Manufacturing Industry
, http://imaginenext.ingrammicro.com/data-center/4-big-data-use-cases-in-the-manufacturing-industry, Accessed August 10, 2020.158.
Elangovan
, M.
, Sakthivel
, N. R.
, Saravanamurugan
, S.
, Nair
, B. B.
, and Sugumaran
, V.
, 2015
, “Machine Learning Approach to the Prediction of Surface Roughness Using Statistical Features of Vibration Signal Acquired in Turning
,” Procedia Comput. Sci.
, 50
, pp. 282
–288
. 10.1016/j.procs.2015.04.047159.
Intel
, 2013
, 2012-2013 Intel IT Annual Report: Accelerating Business Growth Through IT
.160.
Wang
, S.
, Wan
, J.
, Li
, D.
, and Zhang
, C.
, 2016
, “Implementing Smart Factory of Industrie 4.0: An Outlook
,” Int. J. Distributed Sensor Networks
, 12
(1
), p. 3159805
. 10.1155/2016/3159805161.
Liu
, Q.
, Dong
, M.
, and Peng
, Y.
, 2013
, “A Dynamic Predictive Maintenance Model Considering Spare Parts Inventory Based on Hidden Semi-Markov Model
,” Proc. Inst. Mech. Eng. Part C
, 227
(9
), pp. 2090
–2103
. 10.1177/0954406212469773162.
Swat
, M.
, Brünnet
, H.
, and Bähre
, D.
, 2014
, “Selecting Manufacturing Process Chains in the Early Stage of the Product Engineering Process With Focus on Energy Consumption,” Technology and Manufacturing Process Selection
, Springer
, London
, pp. 153
–173
.163.
Uhlmann
, E.
, Fürstmann
, P.
, Rosenau
, B.
, Gebhard
, S.
, Gerstenberger
, R.
, and Müller
, G.
, 2013,
“The Potential of Reducing the Energy Consumption for Machining TiAl6V4 by Using Innovative Metal Cutting Processes
,” In 11th Global Conference on Sustainable Manufacturing
, G.
Seliger
, ed., Universitätsverlag, Berlin
, pp. 646
–651
.164.
Yan
, K.
, Xu
, W.
, Yao
, B.
, Zhou
, Z.
, and Pham
, D. T.
, 2018
, “Digital Twin-Based Energy Modeling of Industrial Robots,” In Methods and Applications for Modeling and Simulation of Complex Systems
, L.
Li
, K.
Hasegawa
, and S.
Tanaka
, ed., Communications in Computer and Information Science Springer
, Singapore
, pp. 333
–348
.165.
Barni
, A.
, Fontana
, A.
, Menato
, S.
, Sorlini
, M.
, and Canetta
, L.
, 2018
, “Exploiting the Digital Twin in the Assessment and Optimization of Sustainability Performances
,” 2018 International Conference on Intelligent Systems (IS)
, pp. 706
–713
166.
Fisher
, O.
, Watson
, N.
, Porcu
, L.
, Bacon
, D.
, Rigley
, M.
, and Gomes
, R. L.
, 1 April 2018
, “Cloud Manufacturing as a Sustainable Process Manufacturing Route
,” J. Manuf. Syst.
, 47
, pp. 53
–68
. 10.1016/j.jmsy.2018.03.005167.
Wang
, X. V.
, and Xu
, X.
, 2014
, “Cloud Manufacturing in Support of Sustainability
,” Am. Soc. Mech. Eng. Digital Collect.
, 45806
, p. V001T04A014
. 10.1115/MSEC2014-4020168.
Liu
, J.
, Xu
, W.
, Zhang
, J.
, Zhou
, Z.
, and Pham
, D. T.
, 2016
, “Industrial Cloud Robotics Towards Sustainable Manufacturing
,” Am. Soc. Mech. Eng. Digital Collect.
, 49903
, p. V002T04A017
. 10.1115/MSEC2016-8733169.
Simon
, T. R.
, Aguilera
, G. A.
, and Zhao
, F.
, 2017
, “Characterization of Particle Emission From Fuse Deposition Modeling Printers
,” Am. Soc. Mech. Eng. Digital Collect.
, Vol. 50732
, p. V002T01A040
. 10.1115/MSEC2017-3007170.
Nagarajan
, H. P. N.
, and Haapala
, K. R.
, 1 July 2018
, “Characterizing the Influence of Resource-Energy-Exergy Factors on the Environmental Performance of Additive Manufacturing Systems
,” J. Manuf. Syst.
, 48
, pp. 87
–96
. 10.1016/j.jmsy.2018.06.005171.
Scallan
, P.
, 2003
, Process Planning: the Design/Manufacture Interface
, Elsevier
, New York
.172.
Sheng
, P.
, Srinivasan
, M.
, and Kobayashi
, S.
, 1995
, “Multi-Objective Process Planning in Environmentally Conscious Manufacturing: A Feature-Based Approach
,” CIRP Ann.
, 44
(1
), pp. 433
–437
. 10.1016/S0007-8506(07)62358-0173.
Jin
, K.
, and Balasubramaniam
, P.
, 2003
, “December. A Fuzzy Model for Environmental Benign Process Planning Selection
,” Proceedings of 3rd International Symposium on Environmentally Conscious Design and Inverse Manufacturing
, pp. 731
–732
.174.
Overcash
, M.
, Griffing
, E.
, Vozzola
, E.
, Twomey
, J.
, Flanagan
, W.
, and Isaacs
, J.
, 2018
, “Advancements in Unit Process Life Cycle Inventories (UPLCI) Tools
,” Procedia CIRP
, 69
, pp. 447
–450
. 10.1016/j.procir.2017.11.138175.
ASTM E3012—16
, 2016
, Standard Guide for Characterizing Environmental Aspects of Manufacturing Processes
, ASTM International
.177.
Shojaeipour
, S.
, 2015
, “Sustainable Manufacturing Process Planning
,” Int. J. Adv. Manuf. Technol.
, 78
(5–8
), pp. 1347
–1360
. 10.1007/s00170-014-6705-7178.
Guinee
, J. B.
, Heijungs
, R.
, Huppes
, G.
, Zamagni
, A.
, Masoni
, P.
, Buonamici
, R.
, Ekvall
, T.
, and Rydberg
, T.
, 2010
, Life Cycle Assessment: Past, Present, and Future
.179.
Yin
, R.
, Cao
, H.
, Li
, H.
, and Sutherland
, J. W.
, 2014
, “A Process Planning Method for Reduced Carbon Emissions
,” Int. J. Comput. Integr. Manuf.
, 27
(12
), pp. 1175
–1186
. 10.1080/0951192X.2013.874585180.
He
, Y.
, Liu
, F.
, Cao
, H.
, and Zhang
, H.
, 2007
, “Process Planning Support System for Green Manufacturing and Its Application
,” Frontiers Mech. Eng. China
, 2
(1
), pp. 104
–109
. 10.1007/s11465-007-0018-6181.
Jiang
, J.
, Xu
, X.
, and Stringer
, J.
, 2019
, “Optimization of Process Planning for Reducing Material Waste in Extrusion Based Additive Manufacturing
,” Rob. Comput.-Integr. Manuf.
, 59
, pp. 317
–325
. 10.1016/j.rcim.2019.05.007182.
Jin
, Y.
, Du
, J.
, and He
, Y.
, 2017
, “Optimization of Process Planning for Reducing Material Consumption in Additive Manufacturing
,” J. Manuf. Syst.
, 44
, pp. 65
–78
. 10.1016/j.jmsy.2017.05.003183.
Zhang
, Y.
, Bernard
, A.
, Harik
, R.
, and Karunakaran
, K. P.
, 2017
, “Build Orientation Optimization for Multi-Part Production in Additive Manufacturing
,” J. Intell Manuf.
, 28
(6
), pp. 1393
–1407
. 10.1007/s10845-015-1057-1184.
Simon
, T. R.
, Aguilera
, G. A.
, and Zhao
, F.
, 2017, June
, “Characterization of Particle Emission From Fuse Deposition Modeling Printers
,” ASME 2017 12th International Manufacturing Science and Engineering Conference Collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing
, American Society of Mechanical Engineers Digital Collection
, New York
.185.
Subai
, C.
, Baptiste
, P.
, and Niel
, E.
, 2006
, “Scheduling Issues for Environmentally Responsible Manufacturing: The Case of Hoist Scheduling in an Electroplating Line
,” Int. J. Prod. Econ.
, 99
(1–2
), pp. 74
–87
. 10.1016/j.ijpe.2004.12.008186.
Biel
, K.
, and Glock
, C. H.
, 2016
, “Systematic Literature Review of Decision Support Models for Energy-Efficient Production Planning
,” Comput. Ind. Eng.
, 101
, pp. 243
–259
. 10.1016/j.cie.2016.08.021187.
Gahm
, C.
, Denz
, F.
, Dirr
, M.
, and Tuma
, A.
, 2016
, “Energy-Efficient Scheduling in Manufacturing Companies: A Review and Research Framework
,” Eur. J. Oper. Res.
, 248
(3
), pp. 744
–757
. 10.1016/j.ejor.2015.07.017188.
Giret
, A.
, Trentesaux
, D.
, and Prabhu
, V.
, 2015
, “Sustainability in Manufacturing Operations Scheduling: A State of the Art Review
,” J. Manuf. Syst.
, 37
, pp. 126
–140
. 10.1016/j.jmsy.2015.08.002189.
Wang
, S.
, Lu
, X.
, Li
, X. X.
, and Li
, W. D.
, 2015
, “A Systematic Approach of Process Planning and Scheduling Optimization for Sustainable Machining
,” J. Cleaner Prod.
, 87
, pp. 914
–929
. 10.1016/j.jclepro.2014.10.008190.
Ellen MacArthur Foundation
, 2013
, “Towards the Circular Economy
.”191.
Yuan
, Z.
, Bi
, J.
, and Moriguichi
, Y.
, 2006
, “The Circular Economy: A New Development Strategy in China
,” J. Ind. Ecol.
, 10
(1–2
), pp. 4
–8
. 10.1162/108819806775545321192.
Circular Economy
, 2015
, Implementation of the Circular Economy Action Plan
, Brussels: European Commission
.193.
Kirchherr
, J.
, Reike
, D.
, and Hekkert
, M.
, 2017
, “Conceptualizing the Circular Economy: An Analysis of 114 Definitions
,” Resour. Conserv. Recycl.
, 127
, pp. 221
–232
. 10.1016/j.resconrec.2017.09.005194.
Lieder
, M.
, and Rashid
, A.
, 2016
, “Towards Circular Economy Implementation: a Comprehensive Review in Context of Manufacturing Industry
,” J. Cleaner Prod.
, 115
, pp. 36
–51
. 10.1016/j.jclepro.2015.12.042195.
Haas
, W.
, Krausmann
, F.
, Wiedenhofer
, D.
, and Heinz
, M.
, 2015
, “How Circular is the Global Economy?: An Assessment of Material Flows, Waste Production, and Recycling in the European Union and the World in 2005
,” J. Ind. Ecol.
, 19
(5
), pp. 765
–777
. 10.1111/jiec.12244196.
Meadows
, D. H.
, Meadows
, D. H.
, Randers
, J.
, and Behrens
, W. W.
III, 1972
, “The Limits to Growth: A Report to the Club of Rome (1972)
,” Google Scholar
, 91
. 10.1349/ddlp.1197.
Stahel
, W.
, and Reday
, G.
, 1977
, “The Potential for Substituting Manpower for Energy : Final Report 30 July 1977 for the Commission of the European Communities
.”.198.
Pearce
, D. W.
, and Turner
, R. K.
, 1990
, Economics of Natural Resources and the Environment
, JHU Press
.199.
Chertow
, M. R.
, 2000
, “Industrial Symbiosis: Literature and Taxonomy
,” Ann. Rev. Energy Environ.
, 25
, pp. 313
–337
. 10.1146/annurev.energy.25.1.313200.
Stahel
, W. R.
, 1982
, The Product Life Factor
. An Inquiry into the Nature of Sustainable Societies: The Role of the Private Sector (Series: 1982 Mitchell Prize Papers)
, NARC
.201.
McDonough
, W.
, and Braungart
, M.
, 2010
, Cradle to Cradle: Remaking the Way We Make Things
, North Point Press
.202.
Hannon
, B. M.
, 1973
, System Energy and Recycling: A Study of the Beverage Industry
. CAC document; 0360-1617 no. 23
.203.
Gaustad
, G.
, Krystofik
, M.
, Bustamante
, M.
, and Badami
, K.
, 2018
, “Circular Economy Strategies for Mitigating Critical Material Supply Issues
,” Resour. Conserv. Recycl.
, 135
, pp. 24
–33
. 10.1016/j.resconrec.2017.08.002204.
Alonso
, E.
, Sherman
, A. M.
, Wallington
, T. J.
, Everson
, M. P.
, Field
, F. R.
, Roth
, R.
, and Kirchain
, R. E.
, 2012
, “Evaluating Rare Earth Element Availability: A Case With Revolutionary Demand From Clean Technologies
,” Environ. Sci. Technol.
, 46
(6
), pp. 3406
–3414
. 10.1021/es203518d205.
Nansai
, K.
, Nakajima
, K.
, Kagawa
, S.
, Kondo
, Y.
, Suh
, S.
, Shigetomi
, Y.
, and Oshita
, Y.
, 2014
, “Global Flows of Critical Metals Necessary for Low-Carbon Technologies: The Case of Neodymium, Cobalt, and Platinum
,” Environ. Sci. Technol.
, 48
(3
), pp. 1391
–1400
. 10.1021/es4033452206.
Domenech
, T.
, and Davies
, M.
, 2011
, “Structure and Morphology of Industrial Symbiosis Networks: The Case of Kalundborg
,” Procedia-Soc. Behav. Sci.
, 10
, pp. 79
–89
. 10.1016/j.sbspro.2011.01.011207.
Li
, X.
, 2017
, Industrial Ecology and Industry Symbiosis for Environmental Sustainability: Definitions, Frameworks and Applications
, Springer
, New York
.208.
Lombardi
, D. R.
, and Laybourn
, P.
, 2012
, “Redefining Industrial Symbiosis: Crossing Academic–Practitioner Boundaries
,” J. Ind. Ecol.
, 16
(1
), pp. 28
–37
. 10.1111/j.1530-9290.2011.00444.x209.
Prosman
, E. J.
, Wæhrens
, B. V.
, and Liotta
, G.
, 2017
, “Closing Global Material Loops: Initial Insights Into Firm-Level Challenges
,” J. Ind. Ecol.
, 21
(3
), pp. 641
–650
. 10.1111/jiec.12535210.
Jacobsen
, N. B.
, 2006
, “Industrial Symbiosis in Kalundborg, Denmark: A Quantitative Assessment of Economic and Environmental Aspects
,” J. Ind. Ecol.
, 10
(1–2
), pp. 239
–255
. 10.1162/108819806775545411211.
Valentine
, S. V.
, 2016
, “Kalundborg Symbiosis: Fostering Progressive Innovation in Environmental Networks
,” J. Cleaner Prod.
, 118
, pp. 65
–77
. 10.1016/j.jclepro.2016.01.061212.
Explore the Kalundborg Symbiosis
, http://www.symbiosis.dk/en/, Accessed April 19, 2020.213.
Ehrenfeld
, J.
, and Gertler
, N.
, 1997
, “Industrial Ecology in Practice: the Evolution of Interdependence at Kalundborg
,” J. Ind. Ecol.
, 1
(1
), pp. 67
–79
. 10.1162/jiec.1997.1.1.67214.
Heeres
, R. R.
, Vermeulen
, W. J.
, and De Walle
, F. B.
, 2004
, “Eco-Industrial Park Initiatives in the USA and the Netherlands: First Lessons
,” J. Cleaner Prod.
, 12
(8–10
), pp. 985
–995
. 10.1016/j.jclepro.2004.02.014215.
Fang
, K.
, Dong
, L.
, Ren
, J.
, Zhang
, Q.
, Han
, L.
, and Fu
, H.
, 2017
, “Carbon Footprints of Urban Transition: Tracking Circular Economy Promotions in Guiyang
,” China. Ecol. Modell
, 365
, pp. 30
–44
. 10.1016/j.ecolmodel.2017.09.024216.
Information Synergy of Industrial Symbiosis
. http://uest.ntua.gr/conference2014/pdf/zhu.pdf, Accessed April 19, 2020.217.
Ghali
, M. R.
, Frayret
, J. M.
, and Robert
, J. M.
, 2016
, “Green Social Networking: Concept and Potential Applications to Initiate Industrial Synergies
,” J. Cleaner Prod.
, 115
, pp. 23
–35
. 10.1016/j.jclepro.2015.12.028218.
Trokanas
, N.
, Cecelja
, F.
, and Raafat
, T.
, 2014
, “Semantic Input/Output Matching for Waste Processing in Industrial Symbiosis
,” Comput. Chem. Eng.
, 66
, pp. 259
–268
. 10.1016/j.compchemeng.2014.02.010219.
Cecelja
, F.
, Trokanas
, N.
, Raafat
, T.
, and Yu
, M.
, 2015
, “Semantic Algorithm for Industrial Symbiosis Network Synthesis
,” Comput. Chem. Eng.
, 83
, pp. 248
–266
. 10.1016/j.compchemeng.2015.04.031220.
Layton
, A.
, Bras
, B.
, and Weissburg
, M.
, 2016
, “Designing Industrial Networks Using Ecological Food Web Metrics
,” Environ. Sci. Technol.
, 50
(20
), pp. 11243
–11252
. 10.1021/acs.est.6b03066221.
Mathur
, N.
, Singh
, S.
, and Sutherland
, J. W.
, 2020
, “Promoting a Circular Economy in the Solar Photovoltaic Industry Using Life Cycle Symbiosis
,” Resour. Conserv. Recycl.
, 155
, p. 104649
. 10.1016/j.resconrec.2019.104649222.
Dave
, T.
, and Layton
, A.
, 2020
, “Designing Ecologically-Inspired Robustness Into a Water Distribution Network
,” J. Cleaner Prod.
, 254
, pp. 120057
. 10.1016/j.jclepro.2020.120057223.
Mathur
, N.
, Deng
, S.
, Singh
, S.
, Yih
, Y.
, and Sutherland
, J. W.
, 2019
, “Evaluating the Environmental Benefits of Implementing Industrial Symbiosis to Used Electric Vehicle Batteries
,” Procedia CIRP
, 80
, pp. 661
–666
. 10.1016/j.procir.2019.01.074224.
Hammond
, G. P.
, and Norman
, J. B.
, 2014
, “Heat Recovery Opportunities in UK Industry
,” Appl. Energy
, 116
, pp. 387
–397
. 10.1016/j.apenergy.2013.11.008225.
McBrien
, M.
, Serrenho
, A. C.
, and Allwood
, J. M.
, 2016
, “Potential for Energy Savings by Heat Recovery in an Integrated Steel Supply Chain
,” Appl. Therm. Eng.
, 103
, pp. 592
–606
. 10.1016/j.applthermaleng.2016.04.099226.
Ahmed
, A.
, Esmaeil
, K. K.
, Irfan
, M. A.
, and Al-Mufadi
, F. A.
, 2018
, “Design Methodology of Organic Rankine Cycle for Waste Heat Recovery in Cement Plants
,” Appl. Therm. Eng.
, 129
, pp. 421
–430
. 10.1016/j.applthermaleng.2017.10.019227.
Castelli
, A. F.
, Elsido
, C.
, Scaccabarozzi
, R.
, Nord
, L. O.
, and Martelli
, E.
, 2019
, Optimization of Organic Rankine Cycles for Waste Heat Recovery From Aluminum Production Plants
.228.
Ruohonen
, P.
, Hippinen
, I.
, Tuomaala
, M.
, and Ahtila
, P.
, 2010
, “Analysis of Alternative Secondary Heat Uses to Improve Energy Efficiency—Case: A Finnish Mechanical Pulp and Paper Mill
,” Resour. Conserv. Recycl.
, 54
(5
), pp. 326
–335
. 10.1016/j.resconrec.2009.07.002229.
Packard
, V.
, and McKibben
, B.
, 1963
, The Waste Makers
, Penguin Books
, Harmondsworth
.230.
Guiltinan
, J.
, 2009
, “Creative Destruction and Destructive Creations: Environmental Ethics and Planned Obsolescence
,” J. Business Ethics
, 89
(1
), pp. 19
–28
. 10.1007/s10551-008-9907-9231.
Woodward
, D. G.
, 1997
, “Life Cycle Costing—Theory, Information Acquisition and Application
,” Int. J. Proj. Manage.
, 15
(6
), pp. 335
–344
. 10.1016/S0263-7863(96)00089-0232.
Van Nes
, N.
, and Cramer
, J.
, 2006
, “Product Lifetime Optimization: A Challenging Strategy Towards More Sustainable Consumption Patterns
,” J. Cleaner Prod.
, 14
(15–16
), pp. 1307
–1318
. 10.1016/j.jclepro.2005.04.006233.
Thomsen
, A.
, and Van der Flier
, K.
, 2011
, “Understanding Obsolescence: A Conceptual Model for Buildings
,” Build. Res. Inf.
, 39
(4
), pp. 352
–362
. 10.1080/09613218.2011.576328234.
Cooper
, D. R.
, Skelton
, A. C.
, Moynihan
, M. C.
, and Allwood
, J. M.
, 2014
, “Component Level Strategies for Exploiting the Lifespan of Steel in Products
,” Resour. Conserv. Recycl.
, 84
, pp. 24
–34
. 10.1016/j.resconrec.2013.11.014235.
Hruska
, J.
, 2016
, “Google’s Modular Smartphone, Project Ara, Is Officially Dead
,” Extreme Tech
, https://www.extremetech.com/mobile/234967-googles-modular-smartphone-project-ara-isofficially-dead236.
Cooper
, D. R.
, and Allwood
, J. M.
, 2012
, “Reusing Steel and Aluminum Components at End of Product Life
,” Environ. Sci. Technol.
, 46
(18
), pp. 10334
–10340
. 10.1021/es301093a237.
Gorgolewski
, M.
, Straka
, V.
, Edmonds
, J.
, and Sergio
, C.
, 2006
, Facilitating Greater Reuse and Recycling of Structural Steel in the Construction and Demolition Process
. Ryerson University. Canadian Institute of Steel Construction
.238.
Tilwankar
, A. K.
, Mahindrakar
, A. B.
, and Asolekar
, S. R.
, 2008, September
, “Steel Recycling Resulting From Ship Dismantling in India: Implications for Green House gas Emissions
,” Proceedings of Second International Conference on “Dismantling of Obsolete Vessels”, During
, pp. 15
–16
.239.
Cooper
, D. R.
, and Gutowski
, T. G.
, 2017
, “The Environmental Impacts of Reuse: A Review
,” J. Ind. Ecol.
, 21
(1
), pp. 38
–56
. 10.1111/jiec.12388240.
Skerlos
, S. J.
, Morrow
, W. R.
, Chan
, K. Y.
, Zhao
, F.
, Hula
, A.
, Seliger
, G.
, Basdere
, B.
, and Prasitnarit
, A.
, 2003, May
, “Economic and Environmental Characteristics of Global Cellular Telephone Remanufacturing
,” IEEE International Symposium on Electronics and the Environment, 2003
, IEEE
, pp. 99
–104
.241.
Sutherland
, J. W.
, Adler
, D. P.
, Haapala
, K. R.
, and Kumar
, V.
, 2008
, “A Comparison of Manufacturing and Remanufacturing Energy Intensities with Application to Diesel Engine Production
,” CIRP Ann.
, 57
(1
), pp. 5
–8
. 10.1016/j.cirp.2008.03.004242.
Ferrer
, G.
, 1997
, “The Economics of Tire Remanufacturing
,” Resour. Conserv. Recycl.
, 19
(4
), pp. 221
–255
. 10.1016/S0921-3449(96)01181-0243.
King
, A.
, Miemczyk
, J.
, and Bufton
, D.
, 2006
, “Photocopier Remanufacturing at Xerox UK A Description of the Process and Consideration of Future Policy Issues,” Innovation in Life Cycle Engineering and Sustainable Development
, Springer
, Dordrecht
, pp. 173
–186
.244.
Ortegon
, K.
, Nies
, L. F.
, and Sutherland
, J. W.
, 2014
, “The Impact of Maintenance and Technology Change on Remanufacturing as a Recovery Alternative for Used Wind Turbines
,” Procedia CIRP
, 15
, pp. 182
–188
. 10.1016/j.procir.2014.06.042245.
Steinhilper
, R.
, 2011
, “Remanufacturing: Today and Tomorrow
,” International Conference on Remanufacturing
.246.
Bollinger
, L.
, Frenkel
, R.
, Grand
, R.
, Kutta
, R.
, Lund
, R.
, and Stanovsky
, C.
, 1981
, Remanufacturing Survey Findings
, Center for Policy Alternatives
, MIT, Cambridge, MA
.247.
Adler
, D. P.
, Ludewig
, P. A.
, Kumar
, V.
, and Sutherland
, J. W.
, 2007, October
, “Comparing Energy and Other Measures of Environmental Performance in the Original Manufacturing and Remanufacturing of Engine Components
,” Proceedings of ASME 2007 International Manufacturing Science and Engineering Conference
, American Society of Mechanical Engineers Digital Collection
, New York
, pp. 851
–860
.248.
Hauser
, W.
, and Lund
, R. T.
, 2003
, The Remanufacturing Industry: Anatomy of a Giant
, Department of Manufacturing Engineering, Boston University
, Boston, MA
.249.
Skelton
, A. C.
, and Allwood
, J. M.
, 2013
, “Product Life Trade-Offs: What if Products Fail Early?
,” Environ. Sci. Technol.
, 47
(3
), pp. 1719
–1728
. 10.1021/es3034022250.
Gutowski
, T. G.
, Sahni
, S.
, Boustani
, A.
, and Graves
, S. C.
, 2011
, “Remanufacturing and Energy Savings
,” Environ. Sci. Technol.
, 45
(10
), pp. 4540
–4547
. 10.1021/es102598b251.
Dahmus
, J. B.
, and Gutowski
, T. G.
, 2007
, “What Gets Recycled: An Information Theory Based Model for Product Recycling
,” Environ. Sci. Technol.
, 41
(21
), pp. 7543
–7550
. 10.1021/es062254b252.
Zhu
, Y.
, and Cooper
, D. R.
, 2019
, “An Optimal Reverse Material Supply Chain for US Aluminum Scrap
,” Procedia CIRP
, 80
, pp. 677
–682
. 10.1016/j.procir.2019.01.065253.
Hatayama
, H.
, Daigo
, I.
, Matsuno
, Y.
, and Adachi
, Y.
, 2012
, “Evolution of Aluminum Recycling Initiated by the Introduction of Next-Generation Vehicles and Scrap Sorting Technology
,” Resour. Conserv. Recycl.
, 66
, pp. 8
–14
. 10.1016/j.resconrec.2012.06.006254.
Modaresi
, R.
, and Müller
, D. B.
, 2012
, “The Role of Automobiles for the Future of Aluminum Recycling
,” Environ. Sci. Technol.
, 46
(16
), pp. 8587
–8594
. 10.1021/es300648w255.
Daehn
, K. E.
, Cabrera Serrenho
, A.
, and Allwood
, J. M.
, 2017
, “How Will Copper Contamination Constrain Future Global Steel Recycling?
,” Environ. Sci. Technol.
, 51
(11
), pp. 6599
–6606
. 10.1021/acs.est.7b00997256.
Cooper
, D.
, Ryan
, N.
, Zhu
, Y.
, and Syndergaard
, K.
, 2020
, “The Potential for Material Independence and Circularity in the U.S. Steel Sector
,” J. Ind. Ecol.
, 2020
, pp. 1
–15
. 10.1111/jiec.12971257.
Economics
, M.
, 2018
, The Circular Economy—A Powerful Force for Climate Mitigation
.258.
Toyota
. “Environmental Report 2018
,” Toyota Motor Corporation
.259.
Løvik
, A. N.
, Modaresi
, R.
, and Müller
, D. B.
, 2014
, “Long-Term Strategies for Increased Recycling of Automotive Aluminum and Its Alloying Elements
,” Environ. Sci. Technol.
, 48
(8
), pp. 4257
–4265
. 10.1021/es405604g260.
Gaustad
, G.
, Olivetti
, E.
, and Kirchain
, R.
, 2012
, “Improving Aluminum Recycling: A Survey of Sorting and Impurity Removal Technologies
,” Resour. Conserv. Recycl.
, 58
, pp. 79
–87
. 10.1016/j.resconrec.2011.10.010261.
Daehn
, K. E.
, Serrenho
, A. C.
, and Allwood
, J.
, 2019
, “Finding the Most Efficient Way to Remove Residual Copper From Steel Scrap
,” Metall. Mater. Trans. B
, 50
(3
), pp. 1225
–1240
. 10.1007/s11663-019-01537-9262.
Cullen
, J. M.
, 2017
, “Circular Economy: Theoretical Benchmark or Perpetual Motion Machine?
,” J. Ind. Ecol.
, 21
(3
), pp. 483
–486
. 10.1111/jiec.12599263.
Raabe
, D.
, Tasan
, C. C.
, and Olivetti
, E. A.
, 2019
, Transformative Sustainability in Structural Metals
, Accepted in Nature
.264.
Bentzen
, J.
, 2004
, “Estimating the Rebound Effect in US Manufacturing Energy Consumption
,” Energy Econ.
, 2691
(1
), pp. 123
–134
. 10.1016/S0140-9883(03)00047-1Copyright © 2020 by ASME
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