Integration of process planning and cutting parameter optimization for energy-aware CNC machining

Lingling Li; Congbo Li; Ying Tang; Li Li

doi:10.1109/COASE.2017.8256112

Integration of process planning and cutting parameter optimization for energy-aware CNC machining

Lingling Li, Congbo Li, Ying Tang, Li Li

Electrical Engineering

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

5 Scopus citations

Abstract

This paper presents an integrated approach of process planning and cutting parameter optimization for energy-aware CNC machining. Firstly, the energy characteristics of machining process are explicitly analyzed by considering multiple process flexibilities and the cutting parameters. Then a multi-objective integration model is proposed to achieve minimum energy consumption and balance of machine workloads, which is solved based by a Multi-objective Simulated Annealing algorithm. Finally, a case study is presented to demonstrate the performance of the proposed multi-objective integration problem.

Original language	English (US)
Title of host publication	2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017
Publisher	IEEE Computer Society
Pages	263-268
Number of pages	6
ISBN (Electronic)	9781509067800
DOIs	https://doi.org/10.1109/COASE.2017.8256112
State	Published - Jul 1 2017
Event	13th IEEE Conference on Automation Science and Engineering, CASE 2017 - Xi'an, China Duration: Aug 20 2017 → Aug 23 2017

Publication series

Name	IEEE International Conference on Automation Science and Engineering
Volume	2017-August
ISSN (Print)	2161-8070
ISSN (Electronic)	2161-8089

Other

Other	13th IEEE Conference on Automation Science and Engineering, CASE 2017
Country/Territory	China
City	Xi'an
Period	8/20/17 → 8/23/17

All Science Journal Classification (ASJC) codes

Control and Systems Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/COASE.2017.8256112

Cite this

Li, L., Li, C., Tang, Y., & Li, L. (2017). Integration of process planning and cutting parameter optimization for energy-aware CNC machining. In 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017 (pp. 263-268). (IEEE International Conference on Automation Science and Engineering; Vol. 2017-August). IEEE Computer Society. https://doi.org/10.1109/COASE.2017.8256112

@inproceedings{edc28aad53e545ea9ee567456505ffa1,

title = "Integration of process planning and cutting parameter optimization for energy-aware CNC machining",

abstract = "This paper presents an integrated approach of process planning and cutting parameter optimization for energy-aware CNC machining. Firstly, the energy characteristics of machining process are explicitly analyzed by considering multiple process flexibilities and the cutting parameters. Then a multi-objective integration model is proposed to achieve minimum energy consumption and balance of machine workloads, which is solved based by a Multi-objective Simulated Annealing algorithm. Finally, a case study is presented to demonstrate the performance of the proposed multi-objective integration problem.",

author = "Lingling Li and Congbo Li and Ying Tang and Li Li",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 13th IEEE Conference on Automation Science and Engineering, CASE 2017 ; Conference date: 20-08-2017 Through 23-08-2017",

year = "2017",

month = jul,

day = "1",

doi = "10.1109/COASE.2017.8256112",

language = "English (US)",

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

publisher = "IEEE Computer Society",

pages = "263--268",

booktitle = "2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017",

address = "United States",

}

Li, L, Li, C, Tang, Y & Li, L 2017, Integration of process planning and cutting parameter optimization for energy-aware CNC machining. in 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE International Conference on Automation Science and Engineering, vol. 2017-August, IEEE Computer Society, pp. 263-268, 13th IEEE Conference on Automation Science and Engineering, CASE 2017, Xi'an, China, 8/20/17. https://doi.org/10.1109/COASE.2017.8256112

Integration of process planning and cutting parameter optimization for energy-aware CNC machining. / Li, Lingling; Li, Congbo; Tang, Ying et al.
2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, 2017. p. 263-268 (IEEE International Conference on Automation Science and Engineering; Vol. 2017-August).

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

TY - GEN

T1 - Integration of process planning and cutting parameter optimization for energy-aware CNC machining

AU - Li, Lingling

AU - Li, Congbo

AU - Tang, Ying

AU - Li, Li

PY - 2017/7/1

Y1 - 2017/7/1

N2 - This paper presents an integrated approach of process planning and cutting parameter optimization for energy-aware CNC machining. Firstly, the energy characteristics of machining process are explicitly analyzed by considering multiple process flexibilities and the cutting parameters. Then a multi-objective integration model is proposed to achieve minimum energy consumption and balance of machine workloads, which is solved based by a Multi-objective Simulated Annealing algorithm. Finally, a case study is presented to demonstrate the performance of the proposed multi-objective integration problem.

AB - This paper presents an integrated approach of process planning and cutting parameter optimization for energy-aware CNC machining. Firstly, the energy characteristics of machining process are explicitly analyzed by considering multiple process flexibilities and the cutting parameters. Then a multi-objective integration model is proposed to achieve minimum energy consumption and balance of machine workloads, which is solved based by a Multi-objective Simulated Annealing algorithm. Finally, a case study is presented to demonstrate the performance of the proposed multi-objective integration problem.

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DO - 10.1109/COASE.2017.8256112

M3 - Conference contribution

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T3 - IEEE International Conference on Automation Science and Engineering

SP - 263

EP - 268

BT - 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017

PB - IEEE Computer Society

T2 - 13th IEEE Conference on Automation Science and Engineering, CASE 2017

Y2 - 20 August 2017 through 23 August 2017

ER -

Integration of process planning and cutting parameter optimization for energy-aware CNC machining

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