Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis

Xiu Ting Liu; Sen Lin; Jun Yang

doi:10.1109/IEEM.2014.7058599

Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis

Xiu Ting Liu
, Sen Lin
, Jun Yang^*

^*Corresponding author for this work

School of Reliability and Systems Engineering

Beihang University

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

Abstract

In engineering experiments, the more trial times are not always the better, especially for high-cost and long-period ones. But in practice, the trial number usually only depends on the design efficiency without considering the cost of an experiment, which may cause unnecessary waste. So, the optimal trial number of D-optimal design is investigated in this paper. Based on efficiency-cost ratio (E-C ratio) and considering the G-efficiency, a determination method for the optimal trial number of D-optimal design is given. The proposed method is applied to the cutting process of aluminum alloy thin-walled workpiece, and the results show the effectiveness of the proposed method.

Original language	English
Title of host publication	IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management
Publisher	IEEE Computer Society
Pages	54-58
Number of pages	5
ISBN (Electronic)	9781479964109
DOIs	https://doi.org/10.1109/IEEM.2014.7058599
State	Published - 2014
Event	2014 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2014 - Selangor, Malaysia Duration: 9 Dec 2014 → 12 Dec 2014

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
Volume	2015-January
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Conference

Conference	2014 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2014
Country/Territory	Malaysia
City	Selangor
Period	9/12/14 → 12/12/14

Keywords

Aluminum alloy thin-walled workpiece
D-optimal design
efficient-cost ratio
G-efficiency
Optimal trial number

Access to Document

10.1109/IEEM.2014.7058599

Cite this

Liu, X. T., Lin, S., & Yang, J. (2014). Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis. In IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 54-58). Article 7058599 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2015-January). IEEE Computer Society. https://doi.org/10.1109/IEEM.2014.7058599

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title = "Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis",

abstract = "In engineering experiments, the more trial times are not always the better, especially for high-cost and long-period ones. But in practice, the trial number usually only depends on the design efficiency without considering the cost of an experiment, which may cause unnecessary waste. So, the optimal trial number of D-optimal design is investigated in this paper. Based on efficiency-cost ratio (E-C ratio) and considering the G-efficiency, a determination method for the optimal trial number of D-optimal design is given. The proposed method is applied to the cutting process of aluminum alloy thin-walled workpiece, and the results show the effectiveness of the proposed method.",

keywords = "Aluminum alloy thin-walled workpiece, D-optimal design, efficient-cost ratio, G-efficiency, Optimal trial number",

author = "Liu, \{Xiu Ting\} and Sen Lin and Jun Yang",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2014 ; Conference date: 09-12-2014 Through 12-12-2014",

year = "2014",

doi = "10.1109/IEEM.2014.7058599",

language = "英语",

series = "IEEE International Conference on Industrial Engineering and Engineering Management",

publisher = "IEEE Computer Society",

pages = "54--58",

booktitle = "IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management",

address = "美国",

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Liu, XT, Lin, S & Yang, J 2014, Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis. in IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management., 7058599, IEEE International Conference on Industrial Engineering and Engineering Management, vol. 2015-January, IEEE Computer Society, pp. 54-58, 2014 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2014, Selangor, Malaysia, 9/12/14. https://doi.org/10.1109/IEEM.2014.7058599

Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis. / Liu, Xiu Ting; Lin, Sen; Yang, Jun.
IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, 2014. p. 54-58 7058599 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2015-January).

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

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AU - Liu, Xiu Ting

AU - Lin, Sen

AU - Yang, Jun

PY - 2014

Y1 - 2014

N2 - In engineering experiments, the more trial times are not always the better, especially for high-cost and long-period ones. But in practice, the trial number usually only depends on the design efficiency without considering the cost of an experiment, which may cause unnecessary waste. So, the optimal trial number of D-optimal design is investigated in this paper. Based on efficiency-cost ratio (E-C ratio) and considering the G-efficiency, a determination method for the optimal trial number of D-optimal design is given. The proposed method is applied to the cutting process of aluminum alloy thin-walled workpiece, and the results show the effectiveness of the proposed method.

AB - In engineering experiments, the more trial times are not always the better, especially for high-cost and long-period ones. But in practice, the trial number usually only depends on the design efficiency without considering the cost of an experiment, which may cause unnecessary waste. So, the optimal trial number of D-optimal design is investigated in this paper. Based on efficiency-cost ratio (E-C ratio) and considering the G-efficiency, a determination method for the optimal trial number of D-optimal design is given. The proposed method is applied to the cutting process of aluminum alloy thin-walled workpiece, and the results show the effectiveness of the proposed method.

KW - Aluminum alloy thin-walled workpiece

KW - D-optimal design

KW - efficient-cost ratio

KW - G-efficiency

KW - Optimal trial number

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DO - 10.1109/IEEM.2014.7058599

M3 - 会议稿件

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T3 - IEEE International Conference on Industrial Engineering and Engineering Management

SP - 54

EP - 58

BT - IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management

PB - IEEE Computer Society

T2 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2014

Y2 - 9 December 2014 through 12 December 2014

ER -

Liu XT, Lin S, Yang J. Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis. In IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society. 2014. p. 54-58. 7058599. (IEEE International Conference on Industrial Engineering and Engineering Management). doi: 10.1109/IEEM.2014.7058599

Optimal trial number for D-optimal designs based on efficiency-cost ratio analysis

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