Selection and modeling of temperature variables for the thermal error compensation in servo system

Proceedings - IEEE 2011 10th International Conference on Electronic Measurement and Instruments, ICEMI 2011

Volumn 2, Issue , 2011, Pages 220-223

  Chen, Cheng ^a   Zhang, Chenyang ^a   Chen, Hong ^a  

^a TIANJIN UNIVERSITY OF COMMERCE   (China)

Author keywords

cluster analysis; regression analysis; Servo System; thermal error modeling and compensation

Indexed keywords

ERROR MODEL; KEYPOINTS; MEASUREMENT POINTS; MULTI VARIABLES; REGRESSION MODEL; SERVO SYSTEM; STATISTICS ANALYSIS; STEPWISE REGRESSION; TEMPERATURE VARIABLES; THERMAL CHANGES; THERMAL ERROR; THERMAL ERROR COMPENSATION; THERMAL ERROR MODELING;

CLUSTER ANALYSIS; ERROR STATISTICS; PLATINUM; REGRESSION ANALYSIS;

ERROR COMPENSATION;

EID: 80054942421     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEMI.2011.6037801     Document Type: Conference Paper

References (8)

1. RAMESH R., MANNAN M A. Error compensation in machine tools -- A review. Part II. Thermal errors[J]. International Journal of Machine Tool & Manufacture. 2000, 40(9): 1257-1284.
2. YANG J G, YUAN J X, NI J.Thermal error mode analysis and robust modeling for error compensation on a CNC turning center[J]. International Journal of Machine Tools and Manufacture, 1999, 39(9): 1367-1381.
3. LO C H, YUAN J X, NI J. Optimal temperature variable selection by grouping approach for thermal error modeling and compensation [J]. International Journal of Machine Tools and Manufacture, 1999, 39(9): 1383-1396.
4. M.H. Attia S. Fraser. A generalized modelling methodology for optimized realtime compensation of thermal deformation of machine tools and CMM structures[J]. International Journal of Machine Tools & Manufacture, 1999, 39:16.
5. ATTIA M H, KOPS L. Thermometric design considerations for temperature monitoring in machine tools and CMM structures[J].The International Journal of Advanced Manufacturing Technology, 1993,8, (5) .
6. JENQ S C,CHENG C L. Improving the machine accuracy through machine tool metrology and error correction[J].The International Journal of Advanced Manufacturing Technology, 1996,11(3) .
7. LIANG J C, LI H F, YUAN J X,et al. A comprehensive error compensation system for correcting geometric, thermal, and cutting force-induced errors[J].The International Journal of Advanced Manufacturing Technology, 1997,13 (10) .
8. YANG J G, REN Y Q, LIU G L,et al. Testing, variable selecting and modeling of thermal errors on an INDEX-G200 turning center[J]. The International Journal of Advanced Manufacturing Technology, 2005,26 (7-8) .