caa a22 4500 47579835X CHVBK 20180406123730.0 cr unu---uuuuu 170329e20001001xx s 000 0 eng 10.1007/s001700070002 doi (NATIONALLICENCE)springer-10.1007/s001700070002 Feed Cutting Force Estimation from the Current Measurement with Hybrid Learning [Elektronische Daten] [X. Li, P.K. Venuvinod, M.K. Chen] It is very important to use reliable and inexpensive sensors to obtain useful information about manufacturing processing, such as cutting force, for monitoring automated machining. In this paper, the feed cutting force is measured using an inexpensive current sensor installed on the a.c servo motor of a CNC turning centre. The factors that affect a feed drive system are analysed in detail, and a model of the feed drive system for estimating feed cuttinng force is presented. The feed cutting force is estimated using feed motor current measurement and neuro-fuzzy techniques. Experimental results demonstrate that this medthod can accurately estimate feed cutting force within an error of 5%.: Springer-Verlag London Limited, 2000 Keywords: Feed cutting force nationallicence Motor current nationallicence Neuro-fuzzy nationallicence Li X. Department of Precision Engineering, Harbin Institute of Technology, Harbin, China, CN aut Venuvinod P.K. Department of Manufacturing Engineering, City University of Hong Kong, Hong Kong, HK aut Chen M.K. Department of Manufacturing Engineering, City University of Hong Kong, Hong Kong, HK aut https://doi.org/10.1007/s001700070002 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s001700070002 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Li X. Department of Precision Engineering, Harbin Institute of Technology, Harbin, China, CN aut NATIONALLICENCE 700 1- Venuvinod P.K. Department of Manufacturing Engineering, City University of Hong Kong, Hong Kong, HK aut NATIONALLICENCE 700 1- Chen M.K. Department of Manufacturing Engineering, City University of Hong Kong, Hong Kong, HK aut Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer