Multi-objective parameter optimization of multi-pass CNC machining

Xingzheng Chen; Ying Tang; Congbo Li; Qian Yi

doi:10.1109/CoASE.2015.7294039

Multi-objective parameter optimization of multi-pass CNC machining

Xingzheng Chen
, Ying Tang
, Congbo Li
, Qian Yi

Electrical Engineering

Rowan University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Abstract

In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).

Original language	American English
Title of host publication	2015 IEEE Conference on Automation Science and Engineering
Subtitle of host publication	Automation for a Sustainable Future, CASE 2015
Publisher	IEEE Computer Society
Pages	45-50
Number of pages	6
ISBN (Electronic)	9781467381833
DOIs	https://doi.org/10.1109/CoASE.2015.7294039
State	Published - Oct 7 2015
Event	11th IEEE International Conference on Automation Science and Engineering, CASE 2015 - Gothenburg, Sweden Duration: Aug 24 2015 → Aug 28 2015

Publication series

Name	IEEE International Conference on Automation Science and Engineering
Volume	2015-October

Other

Other	11th IEEE International Conference on Automation Science and Engineering, CASE 2015
Country/Territory	Sweden
City	Gothenburg
Period	8/24/15 → 8/28/15

ASJC Scopus subject areas

Control and Systems Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/CoASE.2015.7294039

Cite this

Chen, X., Tang, Y., Li, C., & Yi, Q. (2015). Multi-objective parameter optimization of multi-pass CNC machining. In 2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015 (pp. 45-50). Article 7294039 (IEEE International Conference on Automation Science and Engineering; Vol. 2015-October). IEEE Computer Society. https://doi.org/10.1109/CoASE.2015.7294039

@inproceedings{d8fdcbb4ef8142fdbb543676c649620b,

title = "Multi-objective parameter optimization of multi-pass CNC machining",

abstract = "In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).",

author = "Xingzheng Chen and Ying Tang and Congbo Li and Qian Yi",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 11th IEEE International Conference on Automation Science and Engineering, CASE 2015 ; Conference date: 24-08-2015 Through 28-08-2015",

year = "2015",

month = oct,

day = "7",

doi = "10.1109/CoASE.2015.7294039",

language = "American English",

series = "IEEE International Conference on Automation Science and Engineering",

publisher = "IEEE Computer Society",

pages = "45--50",

booktitle = "2015 IEEE Conference on Automation Science and Engineering",

address = "United States",

}

Chen, X, Tang, Y, Li, C & Yi, Q 2015, Multi-objective parameter optimization of multi-pass CNC machining. in 2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015., 7294039, IEEE International Conference on Automation Science and Engineering, vol. 2015-October, IEEE Computer Society, pp. 45-50, 11th IEEE International Conference on Automation Science and Engineering, CASE 2015, Gothenburg, Sweden, 8/24/15. https://doi.org/10.1109/CoASE.2015.7294039

Multi-objective parameter optimization of multi-pass CNC machining. / Chen, Xingzheng; Tang, Ying; Li, Congbo et al.
2015 IEEE Conference on Automation Science and Engineering: Automation for a Sustainable Future, CASE 2015. IEEE Computer Society, 2015. p. 45-50 7294039 (IEEE International Conference on Automation Science and Engineering; Vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Multi-objective parameter optimization of multi-pass CNC machining

AU - Chen, Xingzheng

AU - Tang, Ying

AU - Li, Congbo

AU - Yi, Qian

PY - 2015/10/7

Y1 - 2015/10/7

N2 - In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).

AB - In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).

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UR - https://www.scopus.com/pages/publications/84952782793#tab=citedBy

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DO - 10.1109/CoASE.2015.7294039

M3 - Conference contribution

T3 - IEEE International Conference on Automation Science and Engineering

SP - 45

EP - 50

BT - 2015 IEEE Conference on Automation Science and Engineering

PB - IEEE Computer Society

T2 - 11th IEEE International Conference on Automation Science and Engineering, CASE 2015

Y2 - 24 August 2015 through 28 August 2015

ER -

Multi-objective parameter optimization of multi-pass CNC machining

Abstract

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