OPTIMIZATION OF MACHINING PARAMETERS IN TURNING PROCESSES BY DYNAMIC PROGRAMMING

被引：0

作者：

Lu, Kaibo ^{[1
,2
]}

Zhang, Xiaoli ^{[2
]}

Jing, Minqing ^{[1
]}

Liu, Heng ^{[1
]}

Ghorieshi, Jamal ^{[2
]}

Ridley, Rodney ^{[2
]}

机构：

[1] Xi An Jiao Tong Univ, Sch Mech Engn, Xian 710049, Shaanxi, Peoples R China

[2] Wilkes Univ, Div Engn & Phys, Wilkes Barre, PA 18766 USA

来源：

PROCEEDINGS OF THE ASME 5TH ANNUAL DYNAMIC SYSTEMS AND CONTROL DIVISION CONFERENCE AND JSME 11TH MOTION AND VIBRATION CONFERENCE, DSCC 2012, VOL 2 | 2012年

基金：

中国国家自然科学基金;

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a method for optimizing the machining parameters in rough turning processes to control the vibrations and deformations and minimize the production time per component under practical constraints. The optimization model is formulated, in which piecewise constraints are introduced based on the varying length-to-diameter (L/D) ratio of the workpiece. The optimization problem is solved in two phases. The first phase is to determine the minimum production time for each cutting pass for preset equal-spaced depths of cut. A hybrid solver of combining a genetic algorithm (GA) and sequential quadratic programming (SQP) technique is adopted In the second phase, a dynamic programming (DP) technique is employed to achieve the optimal production time per component and sequential subdivision of the total depth of cut. An example illustrates the method in detail. The inclusion relation of the solutions is also discussed.

引用

页码：695 / +

页数：3

共 50 条

[21] DYNAMIC-PROGRAMMING FOR ECONOMIC OPTIMIZATION OF FATTENING PROCESSES
SUNDERMEIER, HH
KLEPPER, R
HARTJEN, CD
BERICHTE UBER LANDWIRTSCHAFT, 1987, 65 (03): : 457 - 490
[22] DISCRETE DYNAMIC PROGRAMMING - AN INTRODUCTION TO OPTIMIZATION OF STAGED PROCESSES
PRAGER, W
QUARTERLY OF APPLIED MATHEMATICS, 1965, 23 (02) : 192 - &
[23] Modeling and optimization of integration processes using dynamic programming
Tahan, Meir
Ben-Asher, Joseph Z.
SYSTEMS ENGINEERING, 2008, 11 (02) : 165 - 185
[24] OPTIMIZATION OF MULTISTAGE FEEDBACK PROCESSES BY THE METHOD OF DYNAMIC PROGRAMMING
VANCAUWENBERGHE, AR
CHEMICAL ENGINEERING SCIENCE, 1964, 19 (07) : 514 - 517
[25] OPTIMIZATION OF MULTISTAGE ORBIT TRANSFER PROCESSES BY DYNAMIC PROGRAMMING
SMITH, FT
ARS JOURNAL, 1961, 31 (11): : 1553 - 1559
[26] Optimization of machining parameters applied in hard turning of large components for cooling lubrication methods
Delijaicov, Sergio
Alves, Guilherme C.
Bordinassi, Ed C.
da Silva, Eraldo J.
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2023, 237 (02) : 580 - 588
[27] Surface Roughness Optimization of Some Machining Parameters in Turning Operations using Taguchi Method
Dagwa, I. M.
ADVANCES IN MATERIALS AND SYSTEMS TECHNOLOGIES II, 2009, 62-64 : 613 - 620
[28] Multi-response optimization of machining parameters in hot turning using grey analysis
S. Ranganathan
T. Senthilvelan
The International Journal of Advanced Manufacturing Technology, 2011, 56 : 455 - 462
[29] Genetic algorithm-based optimization of cutting parameters in turning processes
D'Addona, Doriana M.
Teti, Roberto
FORTY SIXTH CIRP CONFERENCE ON MANUFACTURING SYSTEMS 2013, 2013, 7 : 323 - 328
[30] Embedding firefly algorithm in optimization of CAPP turning machining parameters for cutting tool selections
Zubair, Ahmad Faiz
Abu Mansor, Mohd Salman
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 135 : 317 - 325

← 1 2 3 4 5 →