A Neural Network Approach to On-line Monitoring of a Turning Process

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 1992, Pages 889-894

  Khanchustambham, Raju G ^a   Zhang, G M ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; FINISHING; SIGNAL DETECTION; TURNING; VOLTAGE MEASUREMENT;

CONTROL ACTIONS; DECISION-MAKING SYSTEMS; INTELLIGENT DECISION-MAKING; MONITORING SYSTEM; NEURAL-NETWORKS; ONLINE MONITORING; PRODUCTION AUTOMATION; PRODUCTS QUALITY; SURFACE FINISHES; TURNING PROCESS;

MONITORING;

EID: 74249085066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.1992.226875     Document Type: Conference Paper

References (8)

1. S. M. Arsovski, "Wear sensors in the adaptive control systems of machine tools," Int. J. of Production Research, 21 (3), 1983.
2. S. Jetly, "Measuring tool wear on-line: some practical considerations", Manufacturing Engineering, July 1984.
3. H. Suzuki and K. J. Weinmann, " A n on-line tool wear sensor for straight turning operations", J. of Engineering for Ind., Trans, of ASME, 107, Nov. 1985.
4. K. F. Arnold, "Measurement of cutting forces as they relate to flank wear", M. S. Thesis, Dept. of Mechanical Engineering., University of Missouri-Columbia, M O, 1989.
5. R. G. Kanchustambham, "A neural network approach to on-line monitoring of machining processes", M. S. Thesis, Dept. of Mech. Engineering, University of Maryland, December 1991 .
6. T. Shi and S. Ramalingam, "Real-time flank wear sensing", Fundamental issues in machining, PED-Vol, 43, 1990.
7. R. Lippmann, " A n introduction to computing with Neural Nets", IEEE ASSP Magazine, April 1987.
8. J. L. McClelland, D. Rumelhart et al., "Parallel Distributed Processing", The MIT Press, 1986.