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