Design of smart connected manufacturing resources to enable changeability, reconfigurability and total-cost-of-ownership models in the factory-of-the-future

References

• Abele, E., A. Wörn, J. Fleischer, J. Wieser, P. Martin, and R. Klöpper. 2007. “Mechanical Module Interfaces for Reconfigurable Machine Tools.” Production Engineering 1 (4): 421–428. doi:10.1007/s11740-007-0057-1.
   Google Scholar
• Altshuller, G. 2002. TRIZ Keys to Technical Innovation. Worcester, MA: Technical Innovation Centre.
   Google Scholar
• Andersen, A. L., T. D. Brunoe, K. Nielsen, and C. Rösiö. 2017. “Towards a Generic Design Method for Reconfigurable Manufacturing Systems: Analysis and Synthesis of Current Design Methods and Evaluation of Supporting Tools.” Journal of Manufacturing Systems 42 (1): 179–195. doi:10.1016/j.jmsy.2016.11.006.
   Web of Science ®Google Scholar
• Barbosa, J., P. Leitão, E. Adam, and D. Trentesaux. 2015. “Dynamic Self-organization in Holonic Multi-agent Manufacturing Systems: The ADACOR Evolution.” Computers in Industry 66 (2015): 99–111. doi:10.1016/j.compind.2014.10.011.
   Web of Science ®Google Scholar
• Bi, Z. M., and L. Wang. 2009. “Optimal Design of Reconfigurable Parallel Machining Systems.” Robotics and Computer-Integrated Manufacturing 25: 951–961. doi:10.1016/j.rcim.2009.04.004.
   Web of Science ®Google Scholar
• Brad, S. 2008. “Complex System Design Technique.” International Journal of Production Research 46 (21): 5979–6008. doi:10.1080/00207540701361475.
   Web of Science ®Google Scholar
• Brettel, M., N. Friederichsen, M. Keller, and M. Rosenberg. 2014. “How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective.” International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering 8 (1): 37–44.
   Google Scholar
• Chaplin, J. C., O. J. Bakker, L. de Silva, D. Sanderson, E. Kelly, B. Logan, and S. M. Ratchev. 2015. “Evolvable Assembly Systems: A Distributed Architecture for Intelligent Manufacturing.” IFAC-PapersOnLine 48 (3): 2065–2070. doi:10.1016/j.ifacol.2015.06.393.
   Google Scholar
• Chen, T., and H. R. Tsai. 2017. “Ubiquitous Manufacturing: Current Practices, Challenges, and Opportunities.” Robotics and Computer-Integrated Manufacturing 45: 126–132. doi:10.1016/j.rcim.2016.01.001.10.1016/j.rcim.2016.01.001
   Web of Science ®Google Scholar
• Choi, S. S., K. Jung, B. Kulvatunyou, and K. C. Morris. 2016. “An Analysis of Technologies and Standards for Designing Smart Manufacturing Systems.” Journal of Research of the National Institute of Standards and Technology 121: 422–433. doi:10.6028/jres.121.021.
   PubMed Web of Science ®Google Scholar
• Cohen, L. 1995. Quality Function Deployment: How to Make QFD Work for You. New York: Addison Wesley.
   Google Scholar
• Davis, J., T. Edgar, J. Porter, J. Bernaden, and M. Sarli. 2012. “Smart Manufacturing, Manufacturing Intelligence and Demand-Dynamic Performance.” Computers & Chemical Engineering 47 (20): 145–156. doi:10.1016/j.compchemeng.2012.06.037.
   Web of Science ®Google Scholar
• Drath, R., and A. Horch. 2014. “Industrie 4.0: Hit or Hype?” IEEE Industrial Electronics Magazine 8 (2): 56–58.10.1109/MIE.2014.2312079
   Web of Science ®Google Scholar
• Dubey, R., A. Gunasekaran, and A. Chakrabarty. 2017. “Ubiquitous Manufacturing: Overview, Framework and Future Research Directions.” International Journal of Computer Integrated Manufacturing 30 (4–5): 381–394. doi:10.1080/0951192X.2014.1003411.
   Web of Science ®Google Scholar
• Ferreira, L., G. Putnik, M. Cunha, Z. Putnik, H. Castro, C. Alves, V. Shah, and M. L. R. Varela. 2013. “Cloudlet Architecture for Dashboard in Cloud and Ubiquitous Manufacturing.” Procedia CIRP 12: 366–371. doi:10.1016/j.procir.2013.09.063.10.1016/j.procir.2013.09.063
   Google Scholar
• Ferrin, B. G., and R. E. Plank. 2002. “Total Cost of Ownership Models: An Exploratory Study.” The Journal of Supply Chain Management 38 (3): 18–29.10.1111/jscm.2002.38.issue-3
   Google Scholar
• Fricke, E., and A. P. Schulz. 2005. “Design for Changeability (DfC): Principles to Enable Changes in Systems throughout Their Entire Lifecycle.” Systems Engineering 8 (4): 342–359. doi:10.1002/sys.20039.
   Google Scholar
• Harrison, R., D. Vera, and B. Ahmad. 2016. “Engineering the Smart Factory.” Chinese Journal of Mechanical Engineering 29 (6): 1046–1051. doi:10.3901/CJME.2016.0908.109.
   Web of Science ®Google Scholar
• Huettemann, G., C. Gaffry, and R. H. Schmitt. 2016. “Adaptation of Reconfigurable Manufacturing Systems for Industrial Assembly – Review of Flexibility Paradigms, Concepts, and Outlook.” Procedia CIRP 52: 112–117. doi:10.1016/j.procir.2016.07.021.
   Google Scholar
• Ivezic, N., B. Kulvatunyou, and V. Srinivasan. 2014. “On Architecting and Composing Through-life Engineering Information Services to Enable Smart Manufacturing.” Procedia CIRP 22: 45–52. doi:10.1016/j.procir.2014.07.004.
   Google Scholar
• Kang, H. S., J. Y. Lee, S. S. Choi, H. Kim, J. H. Park, J. Y. Son, B. H. Kim, and S. D. Noh. 2016. “Smart Manufacturing: Past Research, Present Findings, and Future Directions.” International Journal of Precision Engineering and Manufacturing-Green Technology 3 (1): 111–128. doi:10.1007/s40684-016-0015-5.
   Web of Science ®Google Scholar
• Koren, Y. 2010. The Global Manufacturing Revolution: Product-Process-Business Integration and Reconfigurable Systems. New York: Wiley.10.1002/9780470618813
   Google Scholar
• Koren, Y. 2013. “The Rapid Responsiveness of RMS.” International Journal of Production Research 51 (23–24): 6817–6827. doi:10.1080/00207543.2013.856528.
   Web of Science ®Google Scholar
• Koren, Y., and Katz, R. 2003. Reconfigurable apparatus and method for inspection during a manufacturing process. US Patent No. 6.567.162.
   Google Scholar
• Koren, Y., and Kota, S. 1999. Reconfigurable machine tools. US Patent No. 6.943.750.
   Google Scholar
• Koren, Y., and W. Wang. 2012. “Scalability Planning for Reconfigurable Manufacturing Systems.” Journal of Manufacturing Systems 31 (2): 83–91. doi:10.1016/j.jmsy.2011.11.001.
   Web of Science ®Google Scholar
• Koren, Y., Y. M. Moon, and S. Kota. 2003. Reconfigurable multi-spindle apparatus. US Patent No. 6.569.071.
   Google Scholar
• Koren, Y., S. J. Hu, P. Gu, and M. Shpitalni. 2013. “Open-architecture Products.” CIRP Annals Manufacturing Technology 62 (2): 719–729. doi:10.1016/j.cirp.2013.06.001.
   Web of Science ®Google Scholar
• Koren, Y., W. Wang, and X. Gu. 2017. “Value Creation through Design for Scalability of Reconfigurable Manufacturing Systems.” International Journal of Production Research 55 (5): 1227–1242. doi:10.1080/00207543.2016.1145821.
   Web of Science ®Google Scholar
• Lasi, H., P. Fettke, H. G. Kemper, T. Feld, and M. Hoffmann. 2014. “Industry 4.0.” Business & Information Systems Engineering 6 (4): 239–242. doi:10.1007/s12599-014-0334-4.
   Web of Science ®Google Scholar
• Lasi, V., Z. Jakovljevic, and M. Pajic. 2016. “Towards Plug-N-Play Numerical Control for Reconfigurable Manufacturing Systems.” IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA). doi:10.1109/ETFA.2016.7733524.
   Google Scholar
• Lastra, J. L. M., and A. W. Colombo. 2006. “Engineering Framework for Agent-based Manufacturing Control.” Journal of Engineering Applications of Artificial Intelligence 19: 625–640. doi:10.1016/j.engappai.2005.12.015.
   Web of Science ®Google Scholar
• LeitÃo, P. 2008. “Implementation of a Holonic Control System in a Flexible Manufacturing System.” IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 38 (5): 699–709. doi: 10.1109/TSMCC.2008.923881.
   Web of Science ®Google Scholar
• Leitão, P., P. Vrba, and V. Marík. 2013. “Past, Present, and Future of Industrial Agent Applications.” IEEE Transactions on Industrial Informatics 9 (4): 2360–2372. doi:10.1109/TII.2012.2222034.
   Web of Science ®Google Scholar
• Lorenzer, T., S. Weikert, S. Bossoni, and K. Wegener. 2007. “Modeling and Evaluation Tool for Supporting Decisions on the Design of Reconfigurable Machine Tools.” Journal of Manufacturing Systems 26: 167–177. doi:10.1016/j.jmsy.2008.01.002.
   Web of Science ®Google Scholar
• Mařík, V., P. Vrba, K. H. Hall, and P. Maturana. 2005. “Rockwell Automation Agents for Manufacturing.” Proceedings of the 4th International Joint Conference on Autonomous Agents and Multi-agent Systems, July 25–29, 107–113.
   Google Scholar
• Mauricio-Moreno, H., J. Miranda, D. Chavarría, M. Ramírez-Cadena, and A. Molina. 2015. “Design S3-RF (Sustainable X Smart X Sensing – Reference Framework) for the Future Manufacturing Enterprise.” IFAC-PapersOnLine 48 (3): 58–63. doi:10.1016/j.ifacol.2015.06.058.
   Google Scholar
• Mikusz, M., D. Heber, C. Katzfuß, M. Monauni, and T. Tauterat. 2016. “Changeable Manufacturing on the Network Level.” Procedia CIRP 41: 27–32. doi:10.1016/j.procir.2015.12.012.
   Google Scholar
• Milberg, J., and N. Möller. 2008. “Valuation of Changeable Production Systems.” Production Engineering 2 (4): 417–424. doi:10.1007/s11740-008-0133-1.
   Google Scholar
• Minas, S., C. Lehmann, J. P. Städter, and U. Berger. 2011. “Reconfigurable Strategies for Manufacturing Setups to Confront Mass Customization Challenges.” 21st International Conference on Production Research (ICPR 21). http://www.cometproject.eu/publications/icpr_Minhas_013.pdf.
   Google Scholar
• Mooney, C. Z. 1997. Monte Carlo Simulation. London: Sage.10.4135/9781412985116
   Google Scholar
• Murar, M., and S. Brad. 2013. “Control Architecture for Plug-and-Play Intelligent Axes within Fast Reconfigurable Manufacturing Equipments.” The 23rd CIRP Design Conference, Bochum, Germany, Smart Product Engineering, Lecture Notes in Production Engineering, Springer, March 11–13, 159–168.
   Google Scholar
• Neugebauer, R., B. Denkena, and K. Wegener. 2007. “Mechatronic Systems for Machine Tools.” CIRP Annals Manufacturing Technology 56 (2): 657–686. doi:10.1016/j.cirp.2007.10.007.
   Web of Science ®Google Scholar
• Niese, N. D., and D. J. Singer. 2014. “Assessing Changeability under Uncertain Exogenous Disturbance.” Research in Engineering Design 25 (3): 241–258. doi:10.1007/s00163-014-0177-5.
   Web of Science ®Google Scholar
• Obtiko, M., P. Vrba, and V. Mařík. 2010. “Applications of Semantics in Agent-based Manufacturing Systems.” Informatica 34: 315–330.
   Google Scholar
• Ong, S. K., and J. Zhu. 2013. “A Novel Maintenance System for Equipment Serviceability Improvement.” CIRP Annals – Manufacturing Technology 62 (1): 39–42. doi:10.1016/j.cirp.2013.03.091. 10.1016/j.cirp.2013.03.091
   Web of Science ®Google Scholar
• Onori, M., N. Lohse, J. Barata, and C. Hanisch. 2012. “The IDEAS Project: Plug & Produce at Shop‐Floor Level.” Assembly Automation 32 (2): 124–134. doi:10.1108/01445151211212280.
   Web of Science ®Google Scholar
• Padayachee, J., and G. Bright. 2012. “Modular Machine Tools: Design and Barriers to Industrial Implementation.” Journal of Manufacturing Systems 31: 92–102. doi:10.1016/j.jmsy.2011.10.003.
   Web of Science ®Google Scholar
• Peatey, G. M., J. F. Knight, and I. Messenger. 2016. “Factory Remote Access Using Smart Devices.” International Sugar Journal 118 (1413): 658–661.
   Web of Science ®Google Scholar
• Qu, T., S. P. Lei, Z. Z. Wang, D. X. Nie, X. Chen, and G. Q. Huang. 2016. “IoT-based Real-time Production Logistics Synchronization System under Smart Cloud Manufacturing.” The International Journal of Advanced Manufacturing Technology 84 (1–4): 147–164. doi:10.1007/s00170-015-7220-1.
   Web of Science ®Google Scholar
• Quintanilla, F. G., O. Cardin, A. L’Anton, and P. Castagna. 2016. “A Modeling Framework for Manufacturing Services in Service-Oriented Holonic Manufacturing Systems.” Engineering Applications of Artificial Intelligence 55: 26–36. doi:10.1016/j.engappai.2016.06.004.
   Web of Science ®Google Scholar
• Rösiö, C., and K. Säfsten. 2013. “Reconfigurable Production System Design – Theoretical and Practical Challenges.” Journal of Manufacturing Technology Management 24: 998–1018. doi:10.1108/JMTM-02-2012-0021.
   Google Scholar
• Ross, A. M., D. H. Rhodes, and D. E. Hastings. 2008. “Defining Changeability: Reconciling Flexibility, Adaptability, Scalability, Modifiability, and Robustness for Maintaining System Lifecycle Value.” Systems Engineering 11 (3): 246–262. doi:10.1002/sys.20098.
   Web of Science ®Google Scholar
• Saaty, T. L. 2008. “Decision Making with the Analytic Hierarchy Process.” International Journal of Services Sciences 1 (1): 83–98. doi:10.1504/IJSSci.2008.01759. 10.1504/IJSSCI.2008.017590
   Google Scholar
• Schuh, G., M. Lenders, C. Nussbaum, and D. Kupke. 2009. “Design for Changeability.” Chap. 14 in Changeable and Reconfigurable Manufacturing Systems, edited by H. A. ElMaraghy, 251–266. London: Springer.10.1007/978-1-84882-067-8
   Google Scholar
• Schuh, G., J. Arnoscht, and M. Völker. 2012. “Product Design Leverage on the Changeability of Production Systems.” Procedia CIRP 3: 305–310. doi:10.1016/j.procir.2012.07.053.
   Google Scholar
• Shariatzadeh, N., T. Lundholm, L. Lindberg, and G. Sivard. 2016. “Integration of Digital Factory with Smart Factory Based on Internet of Things.” Procedia CIRP 50: 512–517. doi:10.1016/j.procir.2016.05.050.
   Google Scholar
• Srai, J. S., M. Kumar, G. Graham, W. Phillips, J. Tooze, and S. Ford. 2016. “Distributed Manufacturing: Scope, Challenges and Opportunities.” International Journal of Production Research 54 (23): 6917–6935. doi:10.1080/00207543.2016.1192302.
   Web of Science ®Google Scholar
• Strasser, T., K. Fessl, A. Hämmerle, and M. Ankerl. 2005. “Rapid Reconfiguration of Machine-tools for Holonic Manufacturing Systems.” IFAC PapersOnLine 38 (1): 205–2110. doi:10.3182/20050703-6-CZ-1902.01574.
   Google Scholar
• Strozzi, F., C. Colicchia, A. Creazza, and C. Noè. 2017. “Literature Review on the ‘Smart Factory’ Concept Using Bibliometric Tools.” International Journal of Production Research 616 (1–2): 1–20. doi:10.1080/00207543.2017.1326643.
   Web of Science ®Google Scholar
• Szirtes, T. 2007. Applied Dimensional Analysis and Modelling. Burlington, VT: Butterworth-Heinemann.
   Google Scholar
• Tao, F., Y. Cheng, L. D. Xu, L. Zhang, and B. H. Li. 2014. “Cloud Computing and Internet of Things-based Cloud Manufacturing Service Systems.” IEEE Transactions on Industrial Informatics 10 (2): 1435–1442. doi:10.1109/TII.2014.2306383.
   Web of Science ®Google Scholar
• Vrba, P. 2003. “MAST: Manufacturing Agent Simulation Tool.” Proceedings of Emerging Technologies and Factory Automation IEEE Conference. 282–287. doi:10.1109/ETFA.2003.1247718.
   Google Scholar
• Vrba, P., and V. Marik. 2010. “Capabilities of Dynamic Reconfiguration of Multiagent-based Industrial Control Systems.” IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans 40 (2): 213–223. doi:10.1109/TSMCA.2009.2034863.10.1109/TSMCA.2009.2034863
   Web of Science ®Google Scholar
• Vrba, P., P. Tichý, V. Mařík, K. H. Hall, R. J. Staron, F. P. Maturana, and P. Kadera. 2011. “Rockwell Automation’s Holonic and Multi-agent Control Systems Compendium.” IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 41 (1): 14–30. doi:10.1109/TSMCC.2010.2055852.
   PubMed Web of Science ®Google Scholar
• Weyer, S., M. Schmitt, M. Ohmer, and D. Gorecky. 2015. “Towards Industry 4.0 – Standardization as the Crucial Challenge for Highly Modular, Multi-vendor Production Systems.” IFAC-PapersOnLine 48 (3): 579–584. doi:10.1016/j.ifacol.2015.06.143.
   Google Scholar
• Wiendahl, H. P., H. A. ElMaraghy, P. Nyhuis, M. F. Zäh, H. H. Wiendahl, N. Duffie, and M. Brieke 2007. “Changeable Manufacturing – Classification, Design and Operation.” CIRP Annals – Manufacturing Technology 56 (2): 783–809. doi:10.1016/j.cirp.2007.10.003.10.1016/j.cirp.2007.10.003
   Web of Science ®Google Scholar
• Wu, B., S. Fan, A. J. Yu, and L. Xi. 2016. “Configuration and Operation Architecture for Dynamic Cellular Manufacturing Product–Service System.” Journal of Cleaner Production 131: 716–727. doi:10.1016/j.jclepro.2016.04.107.
   Web of Science ®Google Scholar
• Wulfsberg, J. P., S. Grimske, N. Kong, B. Röhlig, J. Storjohann, and J. Müller. 2014. “A Function Integrated and Intelligent Mechanical Interface for Small Modular Machine Tools.” Precision Engineering 38 (1): 109–115. doi:10.1016/j.precisioneng.2013.08.001.10.1016/j.precisioneng.2013.08.001
   Web of Science ®Google Scholar
• Xu, X. 2012. “From Cloud Computing to Cloud Manufacturing.” Robotics and Computer-Integrated Manufacturing 28 (1): 75–86. doi:10.1016/j.rcim.2011.07.002.
   Web of Science ®Google Scholar
• Zhong, R. Y., Q. Y. Dai, T. Qu, G. J. Hu, and G. Q. Huang. 2013. “RFID-Enabled Real-time Manufacturing Execution System for Mass-customization Production.” Robotics and Computer-Integrated Manufacturing 29 (2): 283–292. doi:10.1016/j.rcim.2012.08.001.
   Web of Science ®Google Scholar