DocumentCode :
3567371
Title :
Application of optimal control theory to milling process
Author :
Bosetti, Paolo ; Biral, Francesco
Author_Institution :
Dept. of Ind. Eng., Univ. of Trento, Trento, Italy
fYear :
2014
Firstpage :
4896
Lastpage :
4901
Abstract :
A prototype for a supervising controller for machining applications is here proposed. The controller relies on the definition of an optimal control problem that aims at calculating the sequence of controls (feed rate and tool speed) that minimize a multi-objective target function. The target function allows to selectively prioritize terms related to the productivity, energy consumption, tool wear, and surface quality, by individually setting their relative weights (the case of all equal weights represents a balanced optimization.) The implementation of the proposed system on a real machine tool is briefly outlined, and the results of real machining tests are reported and compared to those obtained by typical machining on the same machine tool.
Keywords :
energy consumption; mechanical testing; milling; milling machines; optimal control; productivity; velocity control; wear; control sequence; energy consumption; feed rate; machine tool; machining applications; machining tests; milling process; multiobjective target function; optimal control theory; productivity; supervising controller; surface quality; tool speed; tool wear; Computer numerical control; Feeds; Milling; Optimal control; Optimization; Process control; Rough surfaces;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
Type :
conf
DOI :
10.1109/IECON.2014.7049243
Filename :
7049243
Link To Document :
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