The evolution and future of manufacturing: A review

Journal of Manufacturing Systems

Volumn 39, Issue , 2016, Pages 79-100

  Esmaeilian, Behzad ^a   Behdad, Sara ^b   Wang, Ben ^c  

^a NORTHERN ILLINOIS UNIVERSITY   (United States)

^b the State University of New York   (United States)

^c Georgia Institute of Technology   (United States)

Author keywords

Advanced manufacturing; Data analytics in manufacturing; Design for manufacturing; Remanufacturing; Sustainable manufacturing

Indexed keywords

INDUSTRIAL RESEARCH; SURVEYS;

ADVANCED MANUFACTURING; DATA ANALYTICS; DESIGN FOR MANUFACTURING; REMANUFACTURING; SUSTAINABLE MANUFACTURING;

MANUFACTURE;

EID: 84963772214     PISSN: 02786125     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmsy.2016.03.001     Document Type: Review

References (316)

1. W. He, and L. Xu A state-of-the-art survey of cloud manufacturing Int J Comput Integ M 28 3 2014 239 250 Available at: http://www.tandfonline.com/doi/abs/10.1080/0951192X.2013.874595 [Accessed March 19, 2016]
2. A. Reisman, A. Kumar, J. Motwani, and C.H. Cheng Cellular manufacturing: a statistical review of the literature (1965-1995) Oper Res 45 Jul (4) 1997 508 520
3. A.Z. Keller, and A. Kazazi Just-in-time manufacturing systems: a literature review Ind Manage Data Syst 93 7 1993 2 32
4. F. Apostolos, P. Alexios, P. Georgios, S. Panagiotis, and C. George Energy efficiency of manufacturing processes: a critical review 46th CIRP conference on manufacturing systems May 29, 2013-May 30, 2013, CIRP CMS 2013 2013 628 633
5. J. Dong, and G. Arndt A review of current research on disassembly sequence generation and computer aided design for disassembly Proc Inst Mech Eng B: J Eng Manuf 217 B3 2003 299 312
6. G.D. Hatcher, W.L. Ijomah, and J.F.C. Windmill Design for remanufacture: a literature review and future research needs J Clean Prod 19 17-18 2011 2004 2014
7. S. Ferguson, A. Olewnik, P. Malegaonkar, P. Cormier, and S. Kansara Mass customization: a review of the paradigm across marketing, engineering and distribution domains ASME 2010 international design engineering technical conferences and computers and information in engineering conference IDETC/CIE2010, August 15, 2, vol. 1, (Parts A and B) 2010 133 150
8. L. Wang, S. Keshavarzmanesh, H.-Y. Feng, and R.O. Buchal Assembly process planning and its future in collaborative manufacturing: a review Int J Adv Manuf Technol 41 1-2 2009 132 144
9. K.V. Wong, and A. Hernandez A review of additive manufacturing ISRN Mech Eng 2012 208760 (10 pp.)
10. K.-X. Bi, W.-H. Li, and M.-Y. Ai Manufacturing process innovation under information technology condition: a systematic review 2010 International conference on E-product E-service and E-entertainment ICEEE2010, November 7, 2010-November 9, 2010, IEEE Consumer Electronics Society; Henan Polytechn 2010
11. A. Negahban, and J.S. Smith Simulation for manufacturing system design and operation: literature review and analysis J Manuf Syst 33 Apr (2) 2014 241 261
12. S.H. Huang, P. Liu, A. Mokasdar, and L. Hou Additive manufacturing and its societal impact: a literature review Int J Adv Manuf Technol 67 5-8 2013 1191 1203
13. P. Punnakitikashem, N. Somsuk, D. Adebanjo, and T. Laosirihongthong A review of theoretical perspectives in lean manufacturing implementation IEEE international conference on industrial engineering and engineering management December 8, 2009-December 11, 2009, IEEM 2009 2009 1204 1208
14. L.M. Sanchez, and R. Nagi A review of agile manufacturing systems Int J Prod Res 39 16 2001 3561 3600
15. J.A. Harding, M. Shahbaz Srinivas, and A. Kusiak Data mining in manufacturing: a review J Manuf Sci Eng Trans ASME 128 4 2006 969 976
16. Y. Xu, F. Elgh, J.A. Erkoyuncu, O. Bankole, Y. Goh, W.M. Cheung, and et al. Cost engineering for manufacturing: current and future research Int J Comput Integr Manuf 25 4-5 2012 300 314
17. Z. Zhu, V.G. Dhokia, A. Nassehi, and S.T. Newman A review of hybrid manufacturing processes - state of the art and future perspectives Int J Comput Integr Manuf 26 Feb (7) 2013 596 615
18. B. Krishnamoorthy, and M. Kamath Scheduling in a cellular manufacturing environment: a review of recent research J Eng Valuat Cost Anal 2 5 2000 409 423
19. J.H. Saleh, G. Mark, and N.C. Jordan Flexibility: a multi-disciplinary literature review and a research agenda for designing flexible engineering systems J Eng Des 20 Jun (3) 2009 307 323
20. H. Yang, and D. Xue Recent research on developing Web-based manufacturing systems: a review Int J Prod Res 41 Oct (15) 2003 3601 3629
21. S.K. Srivastava Green supply-chain management: a state-of-the-art literature review Int J Manage Rev 9 Mar (1) 2007 53 80
22. W. Shen, Q. Hao, H.J. Yoon, and D.H. Norrie Applications of agent-based systems in intelligent manufacturing: an updated review Adv Eng Inform 20 Oct (4) 2006 415 431
23. K. Ramani, D. Ramanujan, W.Z. Bernstein, F. Zhao, J. Sutherland, C. Handwerker, J.-K. Choi, H. Kim, and D. Thurston Integrated Sustainable Life Cycle Design: A Review J Mech Design 132 9 2010 10.1115/1.4002308 American Society of Mechanical Engineers: 091004
24. L. Chen, J. Olhager, and O. Tang Manufacturing facility location and sustainability: a literature review and research agenda Int J Prod Econ 149 2014 154 163
25. K.R. Haapala, F. Zhao, J. Camelio, J.W. Sutherland, S.J. Skerlos, D.A. Dornfeld, and et al. A review of engineering research in sustainable manufacturing J Manuf Sci Eng 135 Jul (4) 2013 41013
26. M.A. Ilgin, and S.M. Gupta Environmentally conscious manufacturing and product recovery (ECMPRO): a review of the state of the art J Environ Manage 91 Jan (3) 2010 563 591
27. A. Gungor, and S.M. Gupta Issues in environmentally conscious manufacturing and product recovery: a survey Comput Ind Eng 36 Sep (4) 1999 811 853
28. H.C. Zhang, T.C. Kuo, H. Lu, and S.H. Huang Environmentally conscious design and manufacturing: a state-of-the-art survey J Manuf Syst 16 Jan (5) 1997 352 371
29. R. Subramoniam, D. Huisingh, and R.B. Chinnam Remanufacturing for the automotive aftermarket-strategic factors: literature review and future research needs J Clean Prod 17 Sep (13) 2009 1163 1174
30. R. Dekker, J. Bloemhof, and I. Mallidis Operations research for green logistics - an overview of aspects, issues, contributions and challenges Eur J Oper Res 219 Jun (3) 2012 671 679
31. G.D. Hatcher, W.L. Ijomah, and J.F.C. Windmill Design for remanufacture: a literature review and future research needs J Clean Prod 19 Nov (17-18) 2011 2004 2014
32. A. Nikolopoulou, and M.G. Ierapetritou Optimal design of sustainable chemical processes and supply chains: a review Comput Chem Eng Sep (44) 2012 94 103
33. M.T. Melo, S. Nickel, and F. Saldanha-da-Gama Facility location and supply chain management - a review Eur J Oper Res 196 Jul (2) 2009 401 412
34. J. Sarkis, Q. Zhu, and K. Lai An organizational theoretic review of green supply chain management literature Int J Prod Econ 130 Mar (1) 2011 1 15
35. S. Seuring, and M. Müller From a literature review to a conceptual framework for sustainable supply chain management J Clean Prod 16 Oct (15) 2008 1699 1710
36. M. Fleischmann, J.M. Bloemhof-Ruwaard, R. Dekker, E. van der Laan, J.A.E.E. van Nunen, and L.N. Van Wassenhove Quantitative models for reverse logistics: a review Eur J Oper Res 103 Nov (1) 1997 1 17
37. J. Tlusty, and G.C. Andrews A critical review of sensors for unmanned machining CIRP Ann - Manuf Technol 32 2 1983 563 572
38. S. Perera, G. Harrison, and M. Poole Customer-focused manufacturing strategy and the use of operations-based non-financial performance measures: a research note Acc Organ Soc 22 Aug (6) 1997 557 572
39. D.M. Dilts, N.P. Boyd, and H.H. Whorms The evolution of control architectures for automated manufacturing systems J Manuf Syst 10 1 1991 79 93
40. T.S. Baines, H.W. Lightfoot, O. Benedettini, and J.M. Kay The servitization of manufacturing J Manuf Technol Manage 20 Jun (5) 2009 547 567
41. A.U. Zaman A comprehensive review of the development of zero waste management: lessons learned and guidelines J Clean Prod Dec (91) 2014 12 25
42. K.G. Swift, and J.D. Booker Manufacturing process selection handbook: from design to manufacture 2013 Butterworth-Heinemann Waltham, MA, USA 456
43. S. Kalpakjian, and S.R. Schmid Manufacturing engineering and technology 2010 Prentice Hall New York; Toronto
44. A. Nassehi, S. Newman, V. Dhokia, Z. Zhu, and R. Asrai Using formal methods to model hybrid manufacturing processes H.A. ElMaraghy, Enabling manufacturing competitiveness and economic sustainability SE-8 2012 Springer Berlin Heidelberg 52 56
45. J. Liu, Z. Lai, H. Kristiansen, and C. Khoo Overview of conductive adhesive joining technology in electronics packaging applications Proceedings of 3rd international conference on adhesive joining and coating technology in electronics manufacturing 1998 (cat. no.98EX180) 1998 1 18
46. P. Niesłony, and W. Grzesik Optimization Procedures for Machining Operations on CNC Machine Tools. Pomiary, Automatyka Kontrola R. 57 2 2011 224 227 https://www.infona.pl//resource/bwmeta1.element.baztech-article-BSW4-0098-0025
47. M. Merklein, M. Lechner, and A. Kuppert Enhancement of formability of aluminum alloys in multi-stage forming operations by a local intermediate heat treatment Prod Eng 6 Aug (6) 2012 541 549
48. R. Beach, A.P. Muhlemann, D.H.R. Price, A. Paterson, and J.A. Sharp Manufacturing operations and strategic flexibility: survey and cases Int J Oper Prod Manage 20 1 2000 7 30
49. N. Slack The flexibility of manufacturing systems Int J Oper Prod Manage 7 4 1987 35 45
50. G.F. Schrader, and A.K. Elshennawy Manufacturing Processes and Materials, Fourth Edition.processes and materials 4th ed 2000 Society of Manufacturing Engineers Dearborn, MI 842 ISBN:0-87263-517-1
51. P.N. Rao Manufacturing technology: metal cutting and machine tools, volume 2 2013 Tata McGraw-Hill Education Delhi, India 521
52. K.A. Stouffer, J.A. Falco, and K.A. Scarfone Guide to industrial control systems (ICS) security: supervisory control and data acquisition (SCADA) systems, distributed control systems (DCS), and other control system configurations such as programmable logic controllers (PLC) SP 800-82 Jun, 2011
53. J.A. Carrasco, and S. Dormido Analysis of the use of industrial control systems in simulators: state of the art and basic guidelines ISA Trans 45 Apr (2) 2006 295 312
54. Wei Kang, Xinguo Xu, Lin Li, and Zhiqi Fang Building safety mechanism in industrial control system based on essential safety Q. Zu, M. Vargas-Vera, B. Hu, Lecture notes in computer science, 8351 2014 Springer International Publishing Cham 218 229
55. Piggin, R.S.H. "Development of Industrial Cyber Security Standards: IEC 62443 for Scada and Industrial Control System Security." In IET Conference on Control and Automation 2013: Uniting Problems and Solutions, 2013. 11-11. Institution of Engineering and Technology. http://dx.doi.org/10.1049/cp.2013.0001.
56. B. Reaves, and T. Morris An open virtual testbed for industrial control system security research Int J Inf Secur 11 4 2012 215 229
57. Q. Zhu, and T. Başar A dynamic game-theoretic approach to resilient control system design for cascading failures Proceedings of the 1st international conference on high confidence networked systems - HiCoNS '12 2012 41
58. D. Wei, and K. Ji Resilient industrial control system (RICS): concepts, formulation, metrics, and insights 2010 3rd International symposium on resilient control systems 2010 15 22
59. C.G. Rieger Notional examples and benchmark aspects of a resilient control system 2010 3rd International symposium on resilient control systems 2010 64 71
60. D. Meng, and K.L. Moore Studies on resilient control through multiagent consensus networks subject to disturbances IEEE Trans Cybern 44 11 2014 2050 2064 10.1109/TCYB.2014.2301555
61. Q. Zhu, and T. Basar Robust and resilient control design for cyber-physical systems with an application to power systems IEEE conference on decision and control and european control conference 2011 4066 4071
62. P. Forsgren, and T. Rahkonen Specification of customer and user requirements in industrial control system procurement projects Proceedings of 1995 IEEE international symposium on requirements engineering (RE'95) 1995 81 88
63. Y. Takagi, M. Yukitomo, H. Hatano, F. Kojima, and H. Kudo An optimal control system with data mining method for saving electricity Proceedings of the 41st SICE annual conference SICE 2002, vol. 2 2002 993 998
64. K. Li, J. Peng, and X. Chen Data mining can help human supervisory control of critical complex industrial systems European Control Conference ECC Cambridge, UK 2003
65. Tong Wang, Xian-wen Gao, and Kun Li Application of data mining to production operation and control system in oil field 2012 24th Chinese control and decision conference (CCDC) 2012 642 647
66. G. Rojek, and J. Kusiak Artificial intelligence and soft computing vol. 7268 2012 Springer Berlin, Heidelberg 502 510
67. O.B. Christoph, S.P. Stevens, and R.T. Christoph Automatic data collection systems: observed benefits and problems Int J Oper Prod Manage 12 5 1992 57 68
68. V.K. Khatri, A.J. Ghangro, J. Kumar, and S.J.U. Haque Industrial data acquisition and control system using two PLCs' networked over MPI network 2009 IEEE symposium on industrial electronics & applications vol. 1 2009 399 402
69. B. Wang, Z. Cao, Y. Yan, W. Liu, and Z. Wang Fundamental technology for RFID-based supervisory control of shop floor production system Int J Adv Manuf Technol 57 May (9-12) 2011 1123 1141
70. H.J. Warneke Research Activities and the IPA in the Field of Robotics In Proc. of the 7-Th ISIR Congress, Tokyo 1977 25 35
71. C. Heyer Human-robot interaction and future industrial robotics applications 2010 IEEE/RSJ international conference on intelligent robots and systems 2010 4749 4754
72. E. Freund, and H.-J. Buxbaum Application of industrial robots for factory automation. The robot-based flexible manufacturing work cell as a strategic concept Autom Prax 35 9 1993 491 494
73. D. Lee Robots in the shipbuilding industry Robot Comput Integr Manuf 30 Oct (5) 2014 442 450
74. A. Farinelli, L. Iocchi, and D. Nardi Multirobot systems: a classification focused on coordination Syst Man Cybern B: Cybern IEEE Trans 34 5 2004 2015 2028
75. Moanga A, Mandutianu D., Oprea E, Nedelea D, UdreaB, Advanced control and programming system for industrial robots, In: Proceedings of the 14th international symposium on industrial robots and the 7th international conference on industrial robot technology. p. 487-96.
76. M. Tarkian, B. Lundén, and J. Ölvander Integration of parametric CAD and dynamic models for industrial robot design and optimization Volume 3: 28th computers and information in engineering conference, Parts A and B vol. 3, (Parts A and B) 2008 761 769
77. C. Mandl, X. Feng, and J. Ölvander Automated design of an industrial robot family Volume 5: 35th design automation conference, Parts A and B vol. 5, (Part B) 2009 927 939
78. X. Ding, and X. Wang Design and realization of ground control station for multi-propeller multifunction aerial robot 2014 IEEE international conference on mechatronics and automation 2014 227 232
79. G.S. Hegde A texbook of industrial robotics 2006 Laxmi Publications Delhi, India 219
80. Shimon Y. Nof Handbook of industrial robotics vol. 1 1999 Wiley NY, USA 1378
81. V.D. Hunt Industrial robotics handbook 1983 Industrial Press Inc New York, NY, USA 432
82. O.J. Bakker, T.N. Papastathis, S.M. Ratchev, and A.A. Popov Recent research on flexible fixtures for manufacturing processes Recent Patents Mech Eng 6 2 2013 107 121
83. K.S. Yogeshkumar, and K. Ramesh Babu An advanced method of jigs and fixtures planning by using CAD methods National conference on challenges in research & technology in the coming decades (CRT 2013) 2013 1 5 10.1049/cp.2013.2565 Institution of Engineering and Technology
84. U. Farhan, and M. Tolouei-Rad Design of modular fixtures using a 3D-modelling approach 2011 ECU Publications 405 411 http://ro.ecu.edu.au/ecuworks2011/645
85. Y.-F. Xing, X.-Y. Zhao, and W.-W. Wu Assembly variation analysis model based on fixture configurations for sheet metal parts Comput Integr Manuf Syst 16 2 2010 280 286
86. H. Yu, B. Li, Y. Wang, and Y. Hu Conceptual design and workspace analysis of reconfigurable fixturing robots for sheet metal assembly Assem Autom 32 3 2012 293 299
87. M. Shahbazi, S.F. Atashzar, and R.V. Patel A dual-user teleoperated system with virtual fixtures for robotic surgical training 2013 IEEE international conference on robotics and automation 2013 3639 3644
88. Y. Luo, X. Wang, P. Chen, W. Yang, and L. Chen Fixture design and sequence analysis for low stress assembly of precision miniature devices without disturbance 2013 IEEE international symposium on assembly and manufacturing (ISAM) 2013 163 166
89. A. Seth, J.M. Vance, and J.H. Oliver Virtual reality for assembly methods prototyping: a review Virtual Real 15 1 2010 5 20
90. S.H.L. Mirhosseyni, and P. Webb A hybrid fuzzy knowledge-based expert system and genetic algorithm for efficient selection and assignment of material handling equipment Expert Syst Appl 36 Nov (9) 2009 11875 11887
91. S. Sujono, and R.S. Lashkari A multi-objective model of operation allocation and material handling system selection in FMS design Int J Prod Econ 105 1 2007 116 133
92. F.T.S. Chan Design of material handling equipment selection system: an integration of expert system with analytic hierarchy process approach Integr Manuf Syst 13 1 2002 58 68
93. G. Nadoli, and M. Rangaswami An Integrated Modeling Methodology for Material Handling Systems Design Proceedings of the 25th Conference on Winter Simulation - WSC '93 1993 ACM Press New York, USA 785 789 10.1145/256563.256846
94. M.L. Resnick, and D.B. Chaffin Some Ergonomic Considerations in the Design of Materal Handling Devices Proceedings of the Human Factors and Ergonomics Society Annual Meeting 36 1992 SAGE Publications 644 648
95. Taljanovic K, Salihbegovic A, Software agents oriented approach to warehouse management systems design, In: ISCA - 17th international conference on software engineering and data engineering. p. 157-62.
96. V. Colla, G. Nastasi, N. Matarese, and L.M. Reyneri GA-based solutions comparison for storage strategies optimization for an automated warehouse 2009 Ninth international conference on intelligent systems design and applications 2009 IEEE 976 981 10.1109/ISDA.2009.201
97. A.M. El-Tamimi, M.H. Abidi, S.H. Mian, and J. Aalam Analysis of performance measures of flexible manufacturing system J King Saud Univ Eng Sci 24 Jul (2) 2012 115 129
98. J. Wang, N. Zhang, and Q. He Application of automated warehouse logistics in manufacturing industry 2009 ISECS International colloquium on computing, communication, control, and management 2009 217 220
99. Y. Zhang, and M. Li Wireless communication management model of workshop and warehouse manufacturing system 2009 Second international conference on intelligent computation technology and automation 2009 121 123
100. J.C. Chen, C.-H. Cheng, P.B. Huang, K.-J. Wang, C.-J. Huang, and T.-C. Ting Warehouse management with lean and RFID application: a case study Int J Adv Manuf Technol 69 May (1-4) 2013 531 542
101. C. Iris, and M.M. Yenisey Computational logistics vol. 7555 2012 Springer Berlin, Heidelberg 129 141
102. X. Ma, and T. Liu The application of Wi-Fi RTLS in automatic warehouse management system 2011 IEEE International conference on automation and logistics (ICAL) 2011 64 69
103. Ho GTS, Choy KL, Poon TC, Providing decision support functionality in warehouse management using the RFID-based fuzzy association rule mining approach, In: Proceedings 8th international conference on supply chain management and information systems (SCMIS 2010). p. 7, ISBN: 978-1-4244-7981-8.
104. F. Azadivar Maximization of the throughput of a computerized automated warehousing-system under system constraints Int J Prod Res 24 May (3) 1986 551 565
105. L. Compagno, D. D'Urso, and N. Trapani Designing an Optimal Shape Warehouse Advances in production management systems. competitive manufacturing for innovative products and services 2013 Springer Berlin, Heidelberg 248 255
106. J. Liu, C. Li, F. Yang, H. Wan, and R. Uzsoy Production planning for semiconductor manufacturing via simulation optimization Proceedings of the 2011 winter simulation conference (WSC) 2011 3612 3622
107. G. Yu, T. Chai, and X. Luo Multiobjective production planning optimization using hybrid evolutionary algorithms for mineral processing IEEE Trans Evol Comput 15 Aug (4) 2011 487 514
108. H.K. Alfares A production planning optimization model for maximizing battery manufacturing profitability Int J Appl Ind Eng 1 1 2011 55 63
109. Q. Wang A framework model of production planning optimization for make-to-order discrete manufacturing 2009 Chinese control and decision conference 2009 2516 2520
110. L. Benyoucef, V. Jain, N. Rezg, and X. Xie Production planning in an assembly system with social and industrial constraints: a dynamic programming approach Int J Serv Oper Inform 2 2 2007 131
111. A. Ait-Alla, M. Teucke, M. Lütjen, S. Beheshti-Kashi, and H.R. Karimi Robust production planning in fashion apparel industry under demand uncertainty via conditional value at risk Math Probl Eng 2014 2014 1 10
112. C. Li, X. He, B. Chen, Q. Xu, and C. Liu A hybrid programming model for optimal production planning under demand uncertainty in refinery Chin J Chem Eng 16 Apr (2) 2008 241 246
113. K. Chen, H.-C. Chen, and Z.H. Che Simulation of production and transportation planning with uncertainty and risk WSEAS Trans Comput 7 10 2008 1535 1544
114. H. Chen, N. Zhao, and G. Sun An approach for production planning optimization under correlated uncertain demand 3rd International conference on wireless communications, networking, and mobile computing - WiCOM '07 2007 3731 3734
115. K.E. Stecke Formulation and Solution of Nonlinear Integer Production Planning Problems for Flexible Manufacturing Systems Management Science 29 3 1983 273 288 10.1287/mnsc.29.3.273 INFORMS
116. R. Raminfar, N. Zulkifli, M. Vasili, and T. Sai Hong An integrated model for production planning and cell formation in cellular manufacturing systems J Appl Math 2013 2013 1 10
117. N.M. Sadeh, D.W. Hildum, T.J. Laliberty, S.F. Smith, and J. McA'Nulty Integrated process-planning/production-scheduling shell for agile manufacturing Technical report CMU-RI-TR-96-10 1996 Robotics Institute, Carnegie Mellon University
118. A. Mehra, I. Minis, and J.M. Proth Hierarchical production planning for complex manufacturing systems Adv Eng Softw 26 Aug (3) 1996 209 218
119. S.C. Graves A review of production scheduling: theory and practice MIT Operations Research Center, no. TR-169 1979 MIT Operations Research Center
120. D.-Z. Du, and P.M. Pardalos Handbook of combinatorial optimization 1999 Springer Boston, MA, USA
121. I. Ribas, R. Leisten, and J.M. Framiñan Review and classification of hybrid flow shop scheduling problems from a production system and a solutions procedure perspective Comput Oper Res 37 8 2010 1439 1454
122. C.R. Sox, P.L. Jackson, A. Bowman, and J.A. Muckstadt A review of the stochastic lot scheduling problem Int J Prod Econ 62 3 1999 181 200
123. C. Gicquel, M. Minoux, and Y. Dallery Capacitated Lot Sizing models: a literature review 2008
124. B. Karimi, S.M.T. Fatemi Ghomi, and J.M. Wilson The capacitated lot sizing problem: a review of models and algorithms Omega 31 Oct (5) 2003 365 378
125. W.D. Klaus Brockmann A parallel branch bound algorithm for makespan optimal sequencing in flow shops with parallel machines Proc. 2nd IMACS international multiconference on computational engineering in systems applications 1998
126. B. Chen Analysis of classes of heuristics for scheduling a two-stage flow shop with parallel machines at one stage J Oper Res Soc 46 2 1995 234 244
127. S.J. Jeong, S.J. Lim, and K.S. Kim Hybrid approach to production scheduling using genetic algorithm and simulation Int J Adv Manuf Technol 28 Mar (1-2) 2005 129 136 Available at: http://link.springer.com/10.1007/s00170-004-2345-7 [Accessed October 14, 2014]
128. Vaidyanathan BS., Miller DM, Park YH, Application of discrete event simulation in production scheduling, In: 1998 Winter simulation conference. Proceedings (Cat. No.98CH36274), vol. 2, p. 965-971.
129. K.S. Metaxiotis, D. Askounis, and J. Psarras Expert Systems in Production Planning and Scheduling: A State-of-the-Art Survey Journal of Intelligent Manufacturing 13 4 2016 253 260 10.1023/A:1016064126976 Kluwer Academic Publishers: Accessed March 23
130. G. Ochoa, J.A. Vazquez-Rodriguez, S. Petrovic, and E. Burke Dispatching rules for production scheduling: a hyper-heuristic landscape analysis 2009 IEEE congress on evolutionary computation 2009 1873 1880
131. A. Bagheri, and M. Zandieh Bi-criteria flexible job-shop scheduling with sequence-dependent setup times - variable neighborhood search approach J Manuf Syst 30 1 2011 8 15
132. D.E. Akyol, and G.M. Bayhan A review on evolution of production scheduling with neural networks Comput Ind Eng 53 Aug (1) 2007 95 122
133. S.B. Petkov, and C.D. Maranas Multiperiod planning and scheduling of multiproduct batch plants under demand uncertainty Ind Eng Chem Res 36 11 1997 4864 4881
134. J. Balasubramanian, and I.E. Grossmann Scheduling optimization under uncertainty - an alternative approach Comput Chem Eng 27 4 2003 469 490
135. N. Hamta, M. Akbarpour Shirazi, S.M.T. Fatemi Ghomi, and S. Behdad Supply chain network optimization considering assembly line balancing and demand uncertainty Int J Prod Res 53 Nov (10) 2014 2970 2994
136. Z. Li, and M. Ierapetritou Process scheduling under uncertainty: review and challenges Comput Chem Eng 32 Apr (4-5) 2008 715 727
137. G. Taguchi Introduction to quality engineering: designing quality into products and processes 1986 White Plains: Asian Productivity Organization/UNIPUB Tokyo, Japan
138. M. Pacella, Q. Semeraro, and A. Anglani Manufacturing quality control by means of a Fuzzy ART network trained on natural process data Eng Appl Artif Intell 17 1 2004 83 96
139. G. Salvendy Handbook of industrial engineering 2001 John Wiley & Sons, Inc Hoboken, NJ, USA
140. J. Ben Naylor, M.M. Naim, and D. Berry Leagility: integrating the lean and agile manufacturing paradigms in the total supply chain Int J Prod Econ 62 May (1-2) 1999 107 118
141. R. Shah Lean manufacturing: context, practice bundles, and performance J Oper Manage 21 Mar (2) 2003 129 149
142. F.A. Abdulmalek, and J. Rajgopal Analyzing the benefits of lean manufacturing and value stream mapping via simulation: a process sector case study Int J Prod Econ 107 May (1) 2007 223 236
143. Y. Yusuf, M. Sarhadi, and A. Gunasekaran Agile manufacturing Int J Prod Econ 62 May (1-2) 1999 33 43
144. M. Christopher, and L.J. Ryals The supply chain becomes the demand chain J Bus Logist 35 Mar (1) 2014 29 35
145. R. Mason-Jones, B. Naylor, and D.R. Towill Lean, agile or leagile? Matching your supply chain to the marketplace Int J Prod Res 38 Nov (17) 2000 4061 4070
146. J. Meredith, and U. Akinc Characterizing and structuring a new make-to-forecast production strategy J Oper Manage 25 Apr (3) 2007 623 642
147. H. Mather Design for logistics (DFL)-the next challenge for designers Prod Invent Manage J 33 1 1992 7 10
148. M.L. Spearman, and M.A. Zazanis Push and pull production systems: issues and comparisons Oper Res 40 Jun (3) 1992 521 532
149. A. Krishnamurthy, R. Suri, and M. Vernon Re-examining the performance of MRP and kanban material control strategies for multi-product flexible manufacturing systems Int J Flex Manuf Syst 16 Apr (2) 2004 123 150
150. W. Zheng, Y. Ma, Y. Zheng, X. Shi, B. Li, and Y. Jiang The research of pull production strategy and method 2010 International conference on management and service science 2010 1 4
151. C.-C. Huang, and A. Kusiak Manufacturing control with a push-pull approach Int J Prod Res 36 1 1998 251 276
152. J. Geraghty, and C. Heavey A comparison of hybrid push/pull and CONWIP/pull production inventory control policies Int J Prod Econ 91 Sep (1) 2004 75 90
153. R. Kia, F. Khaksar-Haghani, N. Javadian, and R. Tavakkoli-Moghaddam Solving a multi-floor layout design model of a dynamic cellular manufacturing system by an efficient genetic algorithm J Manuf Syst 33 1 2014 218 232
154. A.N. Houshyar, Z. Leman, H.P. Moghadam, M.K.A.M. Ariffin, N. Ismail, and H. Iranmanesh Literature review on dynamic cellular manufacturing system 2014 International conference on manufacturing, optimization, industrial and material engineering March 29, 2014-March 30, 2014, MOIME 2014, vol. 58 (1) 2014
155. M.G. Mehrabi, A.G. Ulsoy, and Y. Koren Reconfigurable manufacturing systems: key to future manufacturing J Intell Manuf 11 Aug (4) 2000 403 419
156. T.J. Peters, D.W. Rosen, and V. Shapiro A topological model of limitations in design for manufacturing Res Eng Des 6 Dec (4) 1994 223 233
157. H.T. Holden The Developing Technologies of Integrated Optical Waveguides in Printed Circuits Circuit World 29 4. 2003 42 50 10.1108/03056120310478578 Emerald
158. C. Webb 45 nm design for manufacturing Intel Technol J 12 2 2008 121 130
159. Y. Cheng A glance of technology efforts for design-for-manufacturing in nano-scale CMOS processes Sci China Ser F: Inf Sci 51 May (6) 2008 807 818
160. Z. Shilun Products development based on the technology of design for manufacturing and assembly Int J Adv Comput Technol 6 3 2014 132 141
161. S.R. Devadasan, S. Goshteeswaran, and J. Gokulachandran Design for quality in agile manufacturing environment through modified orthogonal array-based experimentation J Manuf Technol Manage 16 6 2005 576 597
162. M. Ulieru Design for resilience of networked critical infrastructures 2007 Inaugural IEEE-IES digital ecosystems and technologies conference 2007 540 545
163. B. Bras Incorporating environmental issues in product design and realization Ind Environ 20 1-2 1997 7 13
164. M.A. Rosen, and H.A. Kishawy Sustainable Manufacturing and Design: Concepts Practices and Needs. Sustainability 4 12 2012 pp. 154 174 Available at: http://www.mdpi.com/2071-1050/4/2/154/htm [Accessed March 10, 2016]
165. I. Gibson, D. Rosen, and B. Stucker Additive Manufacturing Technologies 2015 Springer New York New York, NY Available at: http://link.springer.com/10.1007/978-1-4939-2113-3 [Accessed October 5, 2015]
166. M. Mottonen, and et al. Managerial view on design for manufacturing Industrial Management & Data Systems 109 6 2009 pp. 859 872 Available at: http://www.emeraldinsight.com/doi/full/10.1108/02635570910968081 [Accessed March 23, 2016]
167. M. Hamidi, and K. Farahmand Developing a design for manufacturing handbook Proceedings of the 2008 IAJC-IJME international conference vol. 11, (1) 2009 83 92
168. H.A. Pierson, and K.V. Singh Tunable and transferrable bar feeder damping design for advanced manufacturing in, volume 2A Adv Manuf 2A 2013 V02AT02A098
169. Y. Kwon, and T. Wu Real-time machining qulaity inspection for design for manufacturing (DfM) J Adv Manuf Syst 04 Jun (01) 2005 21 36
170. A. Maldonado, J.L. García, A. Alvarado, and C.O. Balderrama A hierarchical fuzzy axiomatic design methodology for ergonomic compatibility evaluation of advanced manufacturing technology Int J Adv Manuf Technol 66 Jul (1-4) 2012 171 186
171. R. Ponche, J.Y. Hascoet, O. Kerbrat, and P. Mognol A new global approach to design for additive manufacturing Virtual Phys Prototyp 7 Jun (2) 2012 93 105
172. G.A.O. Adam, and D. Zimmer Design for additive manufacturing - element transitions and aggregated structures CIRP J Manuf Sci Technol 7 1 2014 20 28
173. Y. Hu, G.M. Fadel, V.Y. Blouin, and D.R. White Optimal design for additive manufacturing of heterogeneous objects using ultrasonic consolidation Virtual Phys Prototyp 1 Mar (1) 2006 53 62
174. D.W. Rosen Research supporting principles for design for additive manufacturing Virtual Phys Prototyp 9 Sep (4) 2014 225 232
175. S. Bin Maidin, I. Campbell, and E. Pei Development of a design feature database to support design for additive manufacturing Assem Autom 32 3 2012 235 244
176. C.C. Seepersad Challenges and opportunities in design for additive manufacturing 3D Print Addit Manuf 1 1 2014 10 13
177. Funding - engineering and systems design|NSF - National Science Foundation." [Online]. Available: . (accessed: 01-Jul-2015).
178. R.T. Lund, and W.M. Hauser Remanufacturing - an American perspective Fifth international conference on responsive manufacturing - green manufacturing (ICRM 2010) 2010 1 6
179. W.L. Ijomah, J.P. Bennett, and J. Pearce Remanufacturing: evidence of environmentally conscious business practice in the UK Proceedings first international symposium on environmentally conscious design and inverse manufacturing 1999 192 196
180. O. Mont, C. Dalhammar, and N. Jacobsson A new business model for baby prams based on leasing and product remanufacturing Journal of Cleaner Production 14 17 2006 1509 1518 Available at: http://linkinghub.elsevier.com/retrieve/pii/S0959652606000825 [Accessed October 21, 2014]
181. Gallo, M., Guerra, L. & Guizzi, G., Hybrid Remanufacturing/Manufacturing Systems: secondary markets issues and opportunities., 6(1), pp. 31 - 41.
182. W. Shi, and K.J. Min Product Remanufacturing: A Real Options Approach IEEE Transactions on Engineering Management 61 2 2014 237 250 Available at: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6589203 [Accessed October 29, 2014]
183. M.A. Naeem, and et al. Production planning optimization for manufacturing and remanufacturing system in stochastic environment Journal of Intelligent Manufacturing 24 4 2012 717 728 Available at: http://link.springer.com/10.1007/s10845-011-0619-0 [Accessed October 30, 2014]
184. S. Mahapatra, R. Pal, and R. Narasimhan Hybrid (re)manufacturing: manufacturing and operational implications International Journal of Production Research 50 14 2012 3786 3808 Available at: http://www.tandfonline.com/doi/abs/10.1080/00207543.2011.588615 [Accessed October 30, 2014]
185. Z. Zhao Optimization of the production planning for remanufacturing 2011 International conference on business management and electronic information 2011 372 375
186. V.D.R. Guide Production planning and control for remanufacturing: industry practice and research needs J Oper Manage 18 Jun (4) 2000 467 483
187. Y. Jing, X. Wang, W. Li, and L. Deng Robust production planning with remanufacturing and heterogeneous demands under return and demand uncertainty Int J Appl Math Stat 41 11 2013 183 196
188. H.-H. Doh, and D.-H. Lee Generic production planning model for remanufacturing systems Proc Inst Mech Eng B: J Eng Manuf 224 1 2010 159 168
189. J. Li, M. González, and Y. Zhu A hybrid simulation optimization method for production planning of dedicated remanufacturing Int J Prod Econ 117 2 2009 286 301
190. L. Wang, and T. Murata Study of optimal capacity planning for remanufacturing activities in closed-loop supply chain using system dynamics modeling 2011 IEEE international conference on automation and logistics (ICAL) 2011 196 200
191. C.-J. Chung, and H.-M. Wee Short life-cycle deteriorating product remanufacturing in a green supply chain inventory control system Int J Prod Econ 129 1 2011 195 203
192. E. van der Laan, M. Salomon, R. Dekker, and L. Van Wassenhove Inventory control in hybrid systems with remanufacturing Manage Sci 45 5 1999 733 747
193. V. Kumar, P.S. Shirodkar, J.A. Camelio, and J.W. Sutherland Value flow characterization during product lifecycle to assist in recovery decisions Int J Prod Res 45 Sep (18-19) 2007 4555 4572
194. H.-B. Jun, M. Cusin, D. Kiritsis, and P. Xirouchakis A multi-objective evolutionary algorithm for EOL product recovery optimization: turbocharger case study Int J Prod Res 45 Sep (18-19) 2007 4573 4594
195. S. Behdad, A.S. Williams, and D. Thurston End-of-life decision making with uncertain product return quantity J Mech Des 134 10 2012 100902
196. A.R. Mashhadi, B. Esmaeilian, and S. Behdad Uncertainty management in remanufacturing decisions: a consideration of uncertainties in market demand, quantity, and quality of returns ASCE-ASME J Risk Uncertain Eng Syst B: Mech Eng 1 Apr (2) 2015 021008
197. D. Mangun, and D.L. Thurston Incorporating component reuse, remanufacture, and recycle into product portfolio design IEEE Trans Eng Manage 49 Nov (4) 2002 479 490
198. Q. Tan, X. Zeng, W.L. Ijomah, L. Zheng, and J. Li Status of end-of-life electronic product remanufacturing in China J Ind Ecol 18 Aug (4) 2014 577 587
199. H.W. Lund, R.T. Lund, and W. Hauser The remanufacturing industry: anatomy of a giant 2003 Department of Manufacturing Engineering, Boston University Boston, MA
200. J.W. Sutherland, D.P. Adler, K.R. Haapala, and V. Kumar A comparison of manufacturing and remanufacturing energy intensities with application to diesel engine production CIRP Ann Manuf Technol 57 1 2008 5 8
201. Q. Sima, and Y.B. Wang Research on remanufacturing industrial cluster promoting sustainable development of regional economy Adv Mater Res 347-353 Oct (2) 2011 621 626
202. S.J. Skerlos, W.R. Morrow, A. Hula, G. Seliger, B. Basdere, and A. Prasitnarit Economic and environmental characteristics of global cellular telephone remanufacturing IEEE International symposium on electronics and the environment, 2003 2003 99 104
203. D.G. Mabee, M. Bommer, and W.D. Keat Design charts for remanufacturing assessment J Manuf Syst 18 Jan (5) 1999 358 366
204. S. Okumura, T. Morikuni, and N. Okino Life Design for Remanufacturing Durable Products In Proceedings Second International Symposium on Environmentally Conscious Design and Inverse Manufacturing, IEEE Comput. Soc. 2001 275 280 10.1109/.2001.992364
205. Y. Jukun, C. Peizhi, W. Xiaoming, and S. Xiaojun Product material design assessment methods for remanufacturing 2014 Sixth international conference on measuring technology and mechatronics automation 2014 459 462
206. S.L. Soh, S.K. Ong, and A.Y.C. Nee Design for disassembly for remanufacturing: methodology and technology Procedia CIRP 15 2014 407 412
207. M. Sabbaghi, B. Esmaeilian, A. Raihanian Mashhadi, W. Cade, and S. Behdad Reusability Assessment of Lithium-Ion Laptop Batteries Based on Consumers Actual Usage Behavior J Mech Design 137 12 2015 124501 10.1115/1.4031654
208. J. Li, and G.Q. Liang A quantitative approach to assessing product design for remanufacturing Appl Mech Mater 110-116 Oct 2011 4893 4898
209. J. Huang, B. Esmaeilian, and S. Behdad Multi-purpose disassembly sequence planning ASME 2015 international design engineering technical conferences & computers and information in engineering conference 2015
210. P. Veerakamolmal, and S.M. Gupta Analysis of design efficiency for the disassembly of modular electronic products J Electron Manuf 9 1 2000 79 95
211. S. Behdad, and D. Thurston Disassembly and reassembly sequence planning tradeoffs under uncertainty for product maintenance J Mech Des 134 4 2012 041011
212. J. Park, J. Sarkis, and Z. Wu Creating integrated business and environmental value within the context of China's circular economy and ecological modernization J Clean Prod 18 Nov (15) 2010 1494 1501
213. C. Bakker, F. Wang, J. Huisman, and M. den Hollander Products that go round: exploring product life extension through design J Clean Prod 69 2014 10 16
214. S. Rachuri, R.D. Sriram, A. Narayanan, P. Sarkar, J.H. Lee, K.W. Lyons, V. Srinivasan, and S.J. Kemmerer Summary of the NIST Workshop on Sustainable Manufacturing: Metrics Standards, and Infrastructure. International Journal of Sustainable Manufacturing 2011 August. Inderscience Publishers. http://www.inderscienceonline.com/doi/abs/10.1504/IJSM.2011.042154
215. H. Kaebernick Green manufacturing, fundamentals and applications edited by David A. Dornfeld. New York: Springer, 2012, 289 pp., e-book, ISBN 978-1-4419-6016-0, $69.95 J Ind Ecol 18 Aug (4) 2014 591 592
216. R.C. Anderson Mid-course correction: toward a sustainable enterprise: the interface model 1998 Chelsea Green Publishing White River Junction, VT, USA 204
217. S. Rachuri, R.D. Sriram, and P. Sarkar Metrics, standards and industry best practices for sustainable manufacturing systems 2009 IEEE international conference on automation science and engineering 2009 472 477
218. M.R. Chertow The IPAT equation and its variants J Ind Ecol 4 Sep (4) 2000 13 29
219. P.E. Waggoner, and J.H. Ausubel A framework for sustainability science: a renovated IPAT identity Proc Natl Acad Sci USA 99 Jun (12) 2002 7860 7865
220. M. Garetti, and M. Taisch Sustainable manufacturing: trends and research challenges Prod Plan Control 23 Feb (2-3) 2012 83 104
221. Ohreh Molamohamadi, and N. Ismail Developing a new scheme for sustainable manufacturing Int J Mater Mech Manuf 1 1 2013 1 5
222. M. Despeisse, and D. Vladimirova Advances in production management systems. Innovative and knowledge-based production management in a global-local world vol. 439 2014 Springer Berlin, Heidelberg 146 153 (no. Part 2)
223. C. Yuan, Q. Zhai, and D. Dornfeld A three dimensional system approach for environmentally sustainable manufacturing CIRP Ann - Manuf Technol 61 1 2012 39 42
224. C. Reich-Weiser, and D. Dornfeld Environmental decision making: supply-chain considerations Transactions of the North American Manufacturing Research Institute of SME, Monterrey, Mexico 35 2008
225. M. Despeisse, F. Mbaye, P.D. Ball, and A. Levers The emergence of sustainable manufacturing practices Prod Plan Control 23 5 2012 354 376
226. V. Veleva, and M. Ellenbecker Indicators of sustainable production: framework and methodology J Clean Prod 9 Dec (6) 2001 519 549
227. E. Amrina, and S.M. Yusof Key performance indicators for sustainable manufacturing evaluation in automotive companies 2011 IEEE international conference on industrial engineering and engineering management 2011 1093 1097
228. J. Shao, M. Taisch, and M.O. Mier Advances in production management systems. innovative and knowledge-based production management in a global-local world vol. 439 2014 Springer Berlin, Heidelberg 406 414 (no. Part 2)
229. D.A. Dornfeld Green manufacturing 2013 Springer Boston, MA, USA
230. H. Zhang, J. Calvo-Amodio, and K.R. Haapala A conceptual model for assisting sustainable manufacturing through system dynamics Journal of Manufacturing Systems 32 4 2013 543 549 Available at: http://www.sciencedirect.com/science/article/pii/S0278612513000721 [Accessed December 16, 2015]
231. K.R. Haapala, F. Zhao, J. Camelio, J.W. Sutherland, S.J. Skerlos, D.A. Dornfeld, and et al. A review of engineering research in sustainable manufacturing J Manuf Sci Eng 135 Jul (4) 2013 041013
232. T. Deutsch Analytics hype: the next wave in big data backlash 2014 IBM (no. 5)
233. H.P. Zhu, Y. Xu, Q. Liu, and Y.Q. Rao Cloud service platform for big data of manufacturing Appl Mech Mater 456 Oct 2013 178 183
234. A. Kusiak Data mining: manufacturing and service applications Int J Prod Res 44 Sep (18-19) 2006 4175 4191
235. A.K. Choudhary, J.A. Harding, and M.K. Tiwari Data mining in manufacturing: a review based on the kind of knowledge J Intell Manuf 20 Jul (5) 2008 501 521
236. K. Wang Applying data mining to manufacturing: the nature and implications J Intell Manuf 18 Jul (4) 2007 487 495
237. E.M. Mazlan, S. Rahman, R. Ahmad, and R. Kasbon Development of a manufacturing industry success rate analyzer using data mining technique 2010 International symposium on information technology 2010 1032 1036
238. D.J. Stockton, R.A. Khalil, and L.M. Mukhongo Cost model development using virtual manufacturing and data mining: Part II - Comparison of data mining algorithms Int J Adv Manuf Technol 66 Sep (9-12) 2012 1389 1396
239. K. Wang, S. Tong, B. Eynard, L. Roucoules, and N. Matta Review on application of data mining in product design and manufacturing International conference on fuzzy systems and knowledge discovery 2007 599 604
240. S. Jain, K.P. Triantis, and S. Liu Manufacturing performance measurement and target setting: a data envelopment analysis approach Eur J Oper Res 214 Nov (3) 2011 616 626
241. J.A. Harding, and K. Popplewell Knowledge reuse and sharing through data mining manufacturing data IIE annual conference. Proceedings. institute of industrial engineers-publisher 2006
242. J. Schlaudraff Gro, F. Niedermann, and B. Mitschang Data warehousing and knowledge discovery vol. 7448 2012 Springer Berlin, Heidelberg 142 155
243. C. Groger, and C. Stach The mobile manufacturing dashboard 2014 IEEE international conference on pervasive computing and communication workshops (PerCom workshops) 2014 138 140
244. F.C. Wan, and M.H. Qiu Customer data-oriented multi-product pricing model Appl Mech Mater 602-605 Aug 2014 106 110
245. S.-J. Shin, J. Woo, and S. Rachuri Predictive analytics model for power consumption in manufacturing Procedia CIRP 15 2014 153 158
246. M. Ni, X. Xu, and S. Deng Extended QFD and data-mining-based methods for supplier selection in mass customization Int J Comput Integr Manuf 20 Mar (2-3) 2007 280 291
247. R.Y. Wang, V.C. Storey, and C.P. Firth A framework for analysis of data quality research IEEE Trans Knowl Data Eng 7 4 1995 623 640
248. J. Lee, H.-A. Kao, and S. Yang Service innovation and smart analytics for industry 4.0 and big data environment Procedia CIRP 16 2014 3 8
249. P.J. Sackett, M.F. Al-Gaylani, A. Tiwari, and D. Williams A review of data visualization: opportunities in manufacturing sequence management Int J Comput Integr Manuf 19 Oct (7) 2006 689 704
250. G. Shao, Y.T. Lee, and C. McLean Manufacturing data validation through simulation The European simulation and modelling conference 2003 56 60
251. D. Pantforder, and B. Vogel-Heuser Benefit and evaluation of interactive 3D process data visualization in operator training of plant manufacturing industry 2009 IEEE international conference on systems, man and cybernetics 2009 824 829
252. T. Thron Work in progress visualization & scheduling within an ERP driven manufacturing environment 2008 IEEE international conference on service operations and logistics, and informatics 2008 1050 1053
253. Y.-S. Kim, J. Yang, and S. Han A multichannel visualization module for virtual manufacturing Comput Ind 57 Sep (7) 2006 653 662
254. W.-T. Sung, and S.-C. Ou Using virtual reality technologies for manufacturing applications Int J Comput Appl Technol 17 4 2003 213
255. L.P. Berg, S. Behdad, J.M. Vance, and D. Thurston Disassembly sequence evaluation using graph visualization and immersive computing technologies Volume 2: 32nd computers and information in engineering conference, parts A and B vol. 2, (Parts A and B) 2012 1351 1359
256. S. Behdad, L.P. Berg, D. Thurston, and J.M. Vance Synergy between normative and descriptive design theory and methodology Volume 5: 25th international conference on design theory and methodology; ASME 2013 power transmission and gearing conference vol. 5 2013 V005T06A019
257. L. Zheng, L. Tang, T. Li, B. Duan, M. Lei, P. Wang, and et al. Applying data mining techniques to address critical process optimization needs in advanced manufacturing Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 2014 1739 1748
258. O.F. Valilai, and M. Houshmand A collaborative and integrated platform to support distributed manufacturing system using a service-oriented approach based on cloud computing paradigm Robot Comput Integr Manuf 29 Feb (1) 2013 110 127
259. X. Shang, X. Liu, G. Xiong, C. Cheng, Y. Ma, and T.R. Nyberg Social manufacturing cloud service platform for the mass customization in apparel industry Proceedings of 2013 IEEE International conference on service operations and logistics, and informatics 2013 220 224
260. Y. Xin-yu, and L. Wei-jia Research and application of the management and control platform oriented the cloud manufacturing services 2011 International conference on system science, engineering design and manufacturing informatization 2011 286 289
261. F. Tao, L. Zhang, V.C. Venkatesh, Y. Luo, and Y. Cheng Cloud manufacturing: a computing and service-oriented manufacturing model Proc Inst Mech Eng B: J Eng Manuf 225 Aug (10) 2011 1969 1976
262. D. Wu, J.L. Thames, D.W. Rosen, and D. Schaefer Towards a cloud-based design and manufacturing paradigm: looking backward, looking forward Volume 2: 32nd computers and information in engineering conference, parts A and B 2012 315 328
263. B. Huang, C. Li, C. Yin, and X. Zhao Cloud manufacturing service platform for small- and medium-sized enterprises Int J Adv Manuf Technol 65 Jun (9-12) 2012 1261 1272
264. D. Suo, and J. Gao A strategy of building cloud manufacturing service platform based on cloudanalyst Proceedings 2013 international conference on mechatronic sciences, electric engineering and computer (MEC) 2013 2143 2147
265. Fan Zhang, Zude Zhou, Wenjun Xu, and Yuanyuan Zhao Cloud manufacturing resource service platform based on intelligent perception network using fiber optic sensing Int J Adv Inf Sci Serv Sci 4 Dec (23) 2012 366 372
266. P. Helo, M. Suorsa, Y. Hao, and P. Anussornnitisarn Toward a cloud-based manufacturing execution system for distributed manufacturing Comput Ind 65 4 2014 646 656
267. D. Wu, D.W. Rosen, and D. Schaefer Scalability planning for cloud-based manufacturing systems J Manuf Sci Eng 137 Jul (4) 2015 040911
268. X. Wei, and H. Liu A cloud manufacturing resource allocation model based on ant colony optimization algorithm Int J Grid Distrib Comput 8 1 2015 55 66
269. Y.-K. Lin, and C.S. Chong Fast GA-based project scheduling for computing resources allocation in a cloud manufacturing system J Intell Manuf Apr 2015
270. L. Gao, Q. Liu, and P. Lou Computational trust in cloud manufacturing Adv Mater Res 774-776 2013 1908 1913
271. L. Ren, and L. Zhang An efficient IT energy-saving approach based on cloud computing for networked green manufacturing Adv Mater Res 139-141 Oct 2010 1374 1377
272. A. Raihanian Mashhadi, B. Esmaeilian, and S. Behdad Modeling consumer decisions on returning end-of-use products considering design features and consumer interactions: an agent based simulation approach Proceedings of the ASME 2015 international design engineering technical conferences & computers and information in engineering conference 2015
273. Parlikad A, Mcfarlane D, Fleisch E, Gross S, The role of product identity in end of life decision making. Auto ID centre white paper CAM-AUTOID-WH017, 01-Jun-2003.
274. A.K.S. Jardine, D. Lin, and D. Banjevic A review on machinery diagnostics and prognostics implementing condition-based maintenance Mech Syst Signal Process 20 Oct (7) 2006 1483 1510
275. W. Wang A model to determine the optimal critical level and the monitoring intervals in condition-based maintenance Int J Prod Res 38 Apr (6) 2000 1425 1436
276. C.S. Byington, M.J. Roemer, and T. Galie Prognostic enhancements to diagnostic systems for improved condition-based maintenance [military aircraft] Proceedings, IEEE aerospace conference vol. 6 2002 6-2815-6-2824
277. X. Fang, R. Zhou, and N. Gebraeel An adaptive functional regression-based prognostic model for applications with missing data Reliab Eng Syst Saf 133 Jan 2015 266 274
278. R. Gao, L. Wang, R. Teti, D. Dornfeld, S. Kumara, M. Mori, and et al. Cloud-enabled prognosis for manufacturing CIRP Ann - Manuf Technol 64 Jun (2) 2015 749 772
279. X.-S. Si, W. Wang, C.-H. Hu, and D.-H. Zhou Remaining useful life estimation - a review on the statistical data driven approaches Eur J Oper Res 213 Aug (1) 2011 1 14
280. M. Sabbaghi, B. Esmaeilian, A. Raihanian Mashhadi, S. Behdad, and W. Cade An investigation of used electronics return flows: a data-driven approach to capture and predict consumers storage and utilization behavior Waste Manage 36 2015 305 315
281. D. Kiritsis, A. Bufardi, and P. Xirouchakis Research issues on product lifecycle management and information tracking using smart embedded systems Adv Eng Inform 17 Jul (3-4) 2003 189 202
282. H.-B. Jun, J.-H. Shin, Y.-S. Kim, D. Kiritsis, and P. Xirouchakis A framework for RFID applications in product lifecycle management Int J Comput Integr Manuf 22 7 2009 595 615
283. A.K. Parlikad, and D. McFarlane RFID-based product information in end-of-life decision making Control Eng Pract 15 11 2007 1348 1363
284. D.F. Xu, Q. Li, H.-B. Jun, J. Browne, Y.L. Chen, and D. Kiritsis Modelling for product information tracking and feedback via wireless technology in closed-loop supply chains Int J Comput Integr Manuf 22 7 2009 648 670
285. A. Bufardi, D. Sakara, R. Gheorghe, D. Kiritsis, and P. Xirouchakis Multiple criteria decision aid for selecting the best product end of life scenario Int J Comput Integr Manuf 16 Jan (7-8) 2003 526 534
286. H.-B. Jun, D. Kiritsis, and P. Xirouchakis Research issues on closed-loop PLM Comput Ind 58 Dec (8-9) 2007 855 868
287. L. Wang, X.V. Wang, L. Gao, and J. Váncza A cloud-based approach for WEEE remanufacturing CIRP Ann - Manuf Technol 63 1 2014 409 412
288. X.V. Wang, and L. Wang WRCloud: a novel WEEE remanufacturing cloud system Procedia CIRP 29 2015 786 791
289. K. Xia, L. Gao, L. Wang, W. Li, and K.-M. Chao A semantic information services framework for sustainable WEEE management toward cloud-based remanufacturing J Manuf Sci Eng 137 Sep (6) 2015 061011
290. G. Lanza, B. Haefner, and A. Kraemer Optimization of selective assembly and adaptive manufacturing by means of cyber-physical system based matching CIRP Ann - Manuf Technol 64 1 2015 399 402
291. L. Wang, M. Törngren, and M. Onori Current status and advancement of cyber-physical systems in manufacturing J Manuf Syst 37 Part 2 2015 517 527 10.1016/j.jmsy.2015.04.008
292. L. Wang, R. Gao, and I. Ragai An integrated cyber-physical system for cloud manufacturing Volume 1: materials; micro and nano technologies; properties, applications and systems; sustainable manufacturing 2014 V001T04A029
293. J. Lee, and et al. Industrial Big Data Analytics and Cyber-physical Systems for Future Maintenance & Service Innovation Procedia CIRP 38 2015 3 7 Available at: http://www.sciencedirect.com/science/article/pii/S2212827115008744 [Accessed October 28, 2015]
294. K.P. Cooper, and R.F. Wachter Cyber-enabled manufacturing systems for additive manufacturing Rapid Prototyp J 20 Aug (5) 2014 355 359
295. K.-F. Seitz, and P. Nyhuis Cyber-physical production systems combined with logistic models - a learning factory concept for an improved production planning and control Procedia CIRP 32 2015 92 97
296. DMDII Project planning document call for white papers, technologies enabling supply chain visibility 2015
297. J. Katz Advanced manufacturing: where is America today? Ind Week 259 10 2015 26 30
298. L. Li, M. Hong, M. Schmidt, M. Zhong, A. Malshe, B. Huis in'tVeld, and et al. Laser nano-manufacturing - state of the art and challenges CIRP Ann - Manuf Technol 60 Jan (2) 2011 735 755
299. R. Hoyle Developments in micro and nano engineering and manufacturing Plast Rubber Compos 37 May (2-4) 2008 50 56
300. Y.-F. Li, J. Li, C. Paavola, H. Kagawa, S.L. Chan, and J.D. Trent The nano revolution: bottom-up manufacturing with biomolecules Microtechnologies for the new millennium vol. 6591 2007 International Society for Optics and Photonics
301. K.P. Cooper Controlling high-throughput manufacturing at the nano-scale SPIE nanoscience+engineering vol. 8819 2013 International Society for Optics and Photonics 881902
302. T. Obikawa, M.T. Postek, D. Dornfeld, R. Liu, R. Komanduri, Y. Guo, and et al. MSEC 2009 state-of-art paper: micro/nano-technology applications for manufacturing systems and processes ASME 2009 international manufacturing science and engineering conference vol. 2 2009 295 317
303. N.P. Dasgupta, J. Sun, C. Liu, S. Brittman, S.C. Andrews, J. Lim, and et al. 25th anniversary article: semiconductor nanowires - synthesis, characterization, and applications Adv Mater 26 Apr (14) 2014 2137 2184
304. K.W. Guarini, C.T. Black, K.R. Milkove, and R.L. Sandstrom Nanoscale patterning using self-assembled polymers for semiconductor applications J Vac Sci Technol B: Microelectron Nanom Struct 19 Nov (6) 2001 2784
305. K.D. Karlin Progress in inorganic chemistry vol. 41 1994 John Wiley & Sons, Inc Hoboken, NJ, USA
306. W. Lu, and A.M. Sastry Self-assembly for semiconductor industry IEEE Trans Semicond Manuf 20 Nov (4) 2007 421 431
307. S.K. Firth, W.J. Campbell, A. Toprac, and T.F. Edgar Just-in-time adaptive disturbance estimation for run-to-run control of semiconductor processes IEEE Trans Semicond Manuf 19 Aug (3) 2006 298 315
308. H. Şengül, and T.L. Theis An environmental impact assessment of quantum dot photovoltaics (QDPV) from raw material acquisition through use J Clean Prod 19 1 2011 21 31
309. C. Zhou, and Y. Chen Additive manufacturing based on optimized mask video projection for improved accuracy and resolution J Manuf Process 14 2 2012 107 118
310. B. Berman 3-D printing: the new industrial revolution Bus Horiz 55 Mar (2) 2012 155 162
311. Terry Wohlers Tracking global growth in industrial-scale additive manufacturing 3D Print Addit Manuf 1 1 2014 2 3
312. R.W. Appleton Additive manufacturing overview for the United States marine corps 2014
313. P.D. Neil Hopkinson, and Richard Hague Rapid manufacturing: an industrial revolution for the digital age 2006 John Wiley & Sons West Sussex, England 304
314. C. Zhou, Y. Chen, and D.J. Epstein Additive manufacturing based on multiple calibrated projectors and its mask image planning ASME 2010 international design engineering technical conferences and computers and information in engineering conference August 15, 2010-Aug, IDETC/CIE2010, vol. 1, (Parts A and B) 2010 439 449
315. T.A. Campbell, and O.S. Ivanova Additive manufacturing as a disruptive technology: implications of three-dimensional printing Technol Innov 15 1 2013 67 79
316. MAL Inc. 3D systems: empowering our customers to manufacture the future 3D Print Addit Manuf 1 Mar (1) 2014 55 59