Intelligent energy audit and machine management for energy-efficient manufacturing

Proceedings of the 2011 IEEE 5th International Conference on Cybernetics and Intelligent Systems, CIS 2011

Volumn , Issue , 2011, Pages 142-147

  Pang, Chee Khiang ^a   Le, Cao Vinh ^a,b   Gan, Oon Peen ^b   Chee, Xiang Min ^a   Zhang, Dan Hong ^b   Luo, Ming ^b   Chan, Hian Leng ^b   Lewis, Frank L ^c  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY   (Singapore)

^c UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

Author keywords

Classification; energy monitoring; Finite State Machine (FSM); Neural Network (NN); Savizky Golay (SG) filter

Indexed keywords

ADVANCED SIGNAL PROCESSING; CLUSTER ENERGY; CONTEXT INFORMATION; DYNAMIC ENERGY CONSUMPTION; ENERGY AUDIT; ENERGY DATA; ENERGY EFFICIENT; ENERGY MONITORING; ENGINEERING PROCESS; IN-SITU; INJECTION MOULDING; INTELLIGENT ENERGIES; MACHINE MANAGEMENTS; MACHINE OPERATION; ON-LINE CLASSIFICATION; PATTERN RECOGNITION ALGORITHMS; REAL TIME; SAVIZKY-GOLAY (SG) FILTER; SHOP FLOOR; TWO STAGE;

ASYNCHRONOUS MACHINERY; CLASSIFICATION (OF INFORMATION); CYBERNETICS; ENERGY UTILIZATION; FEATURE EXTRACTION; FINITE AUTOMATA; INJECTION MOLDING; INTELLIGENT SYSTEMS; MANAGEMENT; MANUFACTURE; NEURAL NETWORKS; SIGNAL PROCESSING;

ENERGY EFFICIENCY;

EID: 82855167277     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2011.6070317     Document Type: Conference Paper

References (11)

1. Organization for Economic Cooperation and Developoment (OECED), OECD Key Enviromental Indicators (Online), 2004. Available: www.oecd.org/dataoecd/32/20/ 31558547.pdf.
2. U.S. Energy Information Administration (EIA), EIA Annual Energy Review 2009 (Online), 2009. Available: www.eia.doe.gov/aer/pdf/aer.pdf.
3. M. Hauschild, J. Jeswiet, and L. Alting, "From Life Cycle Assessment to Sustainable Production: Status and Perspectives," Annals of the CIRP, Vol. 54, No. 2, pp. 1-21, 2005.
4. th CIRP International Seminar on Manufacturing Systems Location, Liverpool, UK, May 30-June 1, 2007.
5. C. K. Pang, F. L. Lewis, T. H. Lee, and Z. Y. Dong, Intelligent Diagnosis and Prognosis of Industrial Networked Systems, CRC Press, Taylor and Francis Group, Boca Raton, FL, USA, 2011.
6. T. Sattia, K. Younga, and S. Groverb, "Detecting Catastrophic Failure Events in Large-Scale Milling Machines," International Journal of Machine Tools and Manufacture, Vol. 49, No. 14, pp. 1104-1113, 2009.
7. J. A. Brydson, Handbook for Plastics Processors, Heinemann Newnes, Oxford, Great Britain, 1990.
8. A. Thiriez, and T. Gutowski, "An Environmental Analysis of Injection Molding," in Proceedings of the 2006 IEEE International Symposium on Electronics and the Environment, pp. 195-200, San Francisco, CA, USA, May 8-11, 2006.
9. A. Savitzky, and M. J. E. Golay, "Smoothing and Differentiation of Data by Simplified Least Squares Procedures," Analytical Chemistry, Vol. 36, No. 8, pp. 1627-1639, 1964.
10. F. L. Lewis, S. Jagannathan, and A. Yeçildirek, Neural Network Control of Robot Manipulators and Nonlinear Systems, CRC Press, 1998.
11. F. M. Ham, and I. Kostanic, Principles of Neurocomputing for Science and Engineering, McGraw-Hill, New York City, NY, USA, 2001.