International Journal of Engineering and Manufacturing(IJEM)
ISSN: 2305-3631 (Print), ISSN: 2306-5982 (Online)
Published By: MECS Press
IJEM Vol.6, No.4, Jul. 2016
Big Data in Cyber-Physical Systems, Digital Manufacturing and Industry 4.0
Full Text (PDF, 301KB), PP.1-8
A cyber physical system (CPS) is a complex system that integrates computation, communication, and physical processes. Digital manufacturing is a method of using computers and related technologies to control an entire production process. Industry 4.0 can make manufacturing more efficient, flexible, and sustainable through communication and intelligence; therefore, it can increase the competitiveness. Key technologies such as the Internet of Things, cloud computing, machine-to-machine (M2M) communications, 3D printing, and Big Data have great impacts on Industry 4.0. Big Data analytics is very important for cyber-physical systems (CPSs), digital manufacturing, and Industry 4.0. This paper introduces technology progresses in CPS, digital manufacturing, and Industry 4.0. Some challenges and future research topics in these areas are also presented.
Cite This Paper
Lidong Wang, Guanghui Wang ,"Big Data in Cyber-Physical Systems, Digital Manufacturing and Industry 4.0", International Journal of Engineering and Manufacturing(IJEM), Vol.6, No.4, pp.1-8, 2016.DOI: 10.5815/ijem.2016.04.01
J. Lee (2015). Recent Advances of Predictive Big Data Analytics and Industry 4.0 for Future Manufacturing and Service Innovation. Technical Report, University of Cincinnati, USA.
A. Isakson, T. Peters, J. Harris, M. Malone (2014). U.S. Department of Defense Awards $70 Million Grant to UI LABS-led Team. White Paper, UILAB, Chicago, IL, USA.
S. Mitra (2015). Digital Manufacturing POV. Technical Report, Hewlett-Packard Development Company, Feb 12.
A. Stork (2015). Visual Computing Challenges of Advanced Manufacturing and Industrie 4.0. IEEE Computer Graphics and Applications, March/April, 21-25.
M. Anne, M. Gobble (2014). News and Analysis of the Global Innovation Scene. Research Technology Management, November/December, 2-3.
Audio-Tech Business Book Summaries, Inc. (2015). Industry 4.0 and the U.S. Manufacturing Renaissance. Trends E-Magazine, June, 4-10.
S. Schabus and J. Scholz (2015). Geographic Information Science and Technology as Key Approach to Unveil the Potential of Industry 4.0. ICINCO 2015 - 12th International Conference on Informatics in Control, Automation and Robotics, 463-470.
M. Hermann, T. Pentek, B. Otto (2015). Design Principles for Industrie 4.0 Scenarios: A Literature Review. Working Paper, TU Dortmund University, Germany, No. 1.
H. Kagermann, W. Wahlster, and J. Helbig (2013). Recommendations for implementing the strategic initiative Industrie 4.0. Final Report of the Industrie 4.0 Working Group, National Academy of Science and Engineering, Germany, April.
Beckhoff Automation GmbH (2013). PC-based Control – The technological foundation for Industrie 4.0. Technical Report, November.
T. Nadeem (2013). Cyber Physical Systems Seminar, Dept. of Computer Science, Old Dominion University, USA, Spring.
J. Lee, B. Bagheri, H.-A. Kao (2015). A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems. Manufacturing Letters 3, 18–23.
F. Schoenthaler, D. Augenstein, T. Karle (2015). Design and Governance of Collaborative Business Processes in Industry 4.0. Proceedings of the Workshop on Cross-organizational and Cross-company BPM (XOC-BPM) co-located with the 17th IEEE Conference on Business Informatics (CBI 2015), Lisbon, Portugal, July 13, 1-8.
A. Kos, S. Toma, J. Salom, N. Trifunovic, M. Valero, and V. Milutinovic (2015). New Benchmarking Methodology and Programming Model for Big Data Processing. International Journal of Distributed Sensor Networks, Article ID 271752, 1-7. http://dx.doi.org/10.1155/2015/271752
I. R. Anderl (2014). Industrie 4.0 - Advanced Engineering of Smart Products and Smart Production, Technological Innovations in the Product Development. 19th International Seminar on High Technology, Piracicaba, Brasil, October 9th, 2014, 1-14.
J. Lee, H. D. Ardakani, S. Yang, B. Bagheri (2015). Industrial big data analytics and cyber-physical systems for future maintenance & service innovation. The Fourth International Conference on Through-life Engineering Services, Procedia CIRP, 38, 3-7.
H.-A. Kao, W. Jin, D. Siegel and J. Lee (2015). A Cyber Physical Interface for Automation Systems-Methodology and Examples. Machines, 3, 93-106, doi: 10.3390/machines3020093.
T. Hunter, T. Das, M. Zaharia, P. Addeel, A. M. Bayen (2012). Large Scale Estimation in Cyber-physical Systems Using Streaming Data: a Case Study with Smartphone, Traces. arXiv.org, 1212.3393v1.
IBM Corporation (2015). The digital overhaul: Rethinking manufacturing in the digital age, Technical Report, May.
http://energy.gov/sites/prod/files/2015/02/f19/QTR%20Ch8%20-%20Smart%20%20 Manufacturing%20 TA%20Feb-13-2015.pdf
R. Davies (2015). Industry 4.0 Digitalization for productivity and growth," European Parliamentary Research Service (EPRS), Briefing, 1-10.
I. Singh, N. Al-Mutawaly, and T. Wanyama (2015). Teaching network technologies that support Industry 4.0. Proc. 2015 Canadian Engineering Education Association (CEEA15) Conf., CEEA15; Paper 119, McMaster University; May 31-June 3, 1-5.
J. Sztipanovits, S. Ying, D. Corman, J. Davis, P. J. Mosterman, V. Prasad, and L. Stormo (2013). Strategic R&D Opportunities for 21st Century Cyber-Physical Systems Workshop Report: Foundations for Innovation in Cyber-Physical Systems, National Institute of Standards and Technology (NIST), January. http://events.energetics.com/NIST-CPSWorkshop/downloads.html
A. Verl, A. Lechler, S. Wesner, A. Kirstädter, J. Schlechtendahl, L. Schubert and S. Meier (2013). An Approach for a Cloud-based Machine Tool Control. CIRP Conference on Manufacturing Systems, Elsevier B.V., 7, 682–687.
J. Lee, E. Lapira, B. Bagheri, and H. Kao (2013). Recent advances and trends in predictive manufacturing systems in big data environment. Manufacturing Letters, Society of Manufacturing Engineers (SME), 1(1), 38–41.
J. Bechtold, C. Lauenstein, A. Kern, L. Bernhofer (2014). Industry 4.0 - The Capgemini Consulting View. Technical Report, Capgemini Consulting.
S. Heng (2014). Industry 4.0 Upgrading of Germany's industrial capabilities on the horizon. Deutsche Bank Research, Germany, April 23.
E. Legziel, M. Wollschlaeger, P. Fantini, V. Vasyutynskyy (2013). Cyber-physical systems in manufacturing and production. Workshop Report, PLANTCockpit, Italy, December 13.