DocumentCode
59088
Title
Optimal Control Approach for Turning Process Planning Optimization
Author
Heydari, Ali ; Landers, Robert G. ; Balakrishnan, Sivasubramanya N.
Author_Institution
South Dakota Sch. of Mines & Technol., Rapid City, SD, USA
Volume
22
Issue
4
fYear
2014
fDate
Jul-14
Firstpage
1337
Lastpage
1349
Abstract
This paper considers the optimal process planning of turning operations where the machining time is minimized subject to a variety of equipment and process constraints. A new approach is proposed, in which virtual dynamics are incorporated, the process planning problem is formulated as a time-optimal dynamic system control problem, and optimal control tools are applied. The independent variable is changed from time to the instantaneous machined length to convert the time-optimal control problem to a finite-horizon control problem. Process and equipment constraints are incorporated using penalty terms in the cost function based on an approximation of the constrained variables. A recently developed method, called the Finite-horizon State Dependent Riccati Equation (Finite-SDRE), is used to solve the problem for the single tool turning process. Then, the developed method is extended and applied to parallel turning operations. Simulation studies are conducted to analyze the performance of the method for single-tool and parallel-tool turning operations, and the proposed method is shown to be very effective for solving such process planning problems.
Keywords
Riccati equations; optimal control; process planning; turning (machining); constrained variable approximation; cost function; equipment constraints; finite-SDRE; finite-horizon control problem; finite-horizon state dependent Riccati equation; machining time; optimal control approach; penalty terms; process constraints; time-optimal dynamic system control problem; turning process planning optimization; virtual dynamics; Cost function; Equations; Mathematical model; Optimal control; Process planning; Turning; Finite-horizon optimal control; finite-horizon state dependent Riccati equation (Finite-SDRE); nonlinear control; optimization; state constrained control; turning process planning; turning process planning.;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2013.2281374
Filename
6637063
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