Real-time intelligent optimization decision support system for line-balancing control

B. L. Song; Wai Keung Wong; J. T. Fan; S. F. Chan

Real-time intelligent optimization decision support system for line-balancing control

B. L. Song, Wai Keung Wong, J. T. Fan, S. F. Chan

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

1 Citation (Scopus)

Abstract

This paper aims at demonstrating the real-time intelligent optimization decision support system so that the complex production control and line-balancing problems under a human-centric and dynamic apparel assembly process can be handled. Two consistent steps of balancing done by pre-line balancing system and real time production control system were designed to improve the balancing effectiveness. The human factors and machine uncertainties were considered by applying operator efficiency prediction technique and capturing expert experience. The apparel assembly line with the highest line efficiency, lowest operation efficiency deviation and least operator efficiency waste could be achieved with the three optimal indexes based searching criteria.

Original language	English
Title of host publication	WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings
Pages	240-244
Number of pages	5
Volume	7
Publication status	Published - 1 Dec 2005
Event	9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005 - Orlando, FL, United States Duration: 10 Jul 2005 → 13 Jul 2005

Conference

Conference	9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005
Country/Territory	United States
City	Orlando, FL
Period	10/07/05 → 13/07/05

Keywords

Efficiency and apparel assembly
Line balancing
Production control

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Information Systems

Cite this

@inproceedings{4387ddb5ddcd40fda032b0d92aa633db,

title = "Real-time intelligent optimization decision support system for line-balancing control",

abstract = "This paper aims at demonstrating the real-time intelligent optimization decision support system so that the complex production control and line-balancing problems under a human-centric and dynamic apparel assembly process can be handled. Two consistent steps of balancing done by pre-line balancing system and real time production control system were designed to improve the balancing effectiveness. The human factors and machine uncertainties were considered by applying operator efficiency prediction technique and capturing expert experience. The apparel assembly line with the highest line efficiency, lowest operation efficiency deviation and least operator efficiency waste could be achieved with the three optimal indexes based searching criteria.",

keywords = "Efficiency and apparel assembly, Line balancing, Production control",

author = "Song, {B. L.} and Wong, {Wai Keung} and Fan, {J. T.} and Chan, {S. F.}",

year = "2005",

month = dec,

day = "1",

language = "English",

isbn = "9789806560598",

volume = "7",

pages = "240--244",

booktitle = "WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings",

note = "9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005 ; Conference date: 10-07-2005 Through 13-07-2005",

}

Song, BL, Wong, WK , Fan, JT & Chan, SF 2005, Real-time intelligent optimization decision support system for line-balancing control. in WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings. vol. 7, pp. 240-244, 9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005, Orlando, FL, United States, 10/07/05.

Real-time intelligent optimization decision support system for line-balancing control. / Song, B. L.; Wong, Wai Keung ; Fan, J. T. et al.
WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings. Vol. 7 2005. p. 240-244.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Real-time intelligent optimization decision support system for line-balancing control

AU - Song, B. L.

AU - Wong, Wai Keung

AU - Fan, J. T.

AU - Chan, S. F.

PY - 2005/12/1

Y1 - 2005/12/1

N2 - This paper aims at demonstrating the real-time intelligent optimization decision support system so that the complex production control and line-balancing problems under a human-centric and dynamic apparel assembly process can be handled. Two consistent steps of balancing done by pre-line balancing system and real time production control system were designed to improve the balancing effectiveness. The human factors and machine uncertainties were considered by applying operator efficiency prediction technique and capturing expert experience. The apparel assembly line with the highest line efficiency, lowest operation efficiency deviation and least operator efficiency waste could be achieved with the three optimal indexes based searching criteria.

AB - This paper aims at demonstrating the real-time intelligent optimization decision support system so that the complex production control and line-balancing problems under a human-centric and dynamic apparel assembly process can be handled. Two consistent steps of balancing done by pre-line balancing system and real time production control system were designed to improve the balancing effectiveness. The human factors and machine uncertainties were considered by applying operator efficiency prediction technique and capturing expert experience. The apparel assembly line with the highest line efficiency, lowest operation efficiency deviation and least operator efficiency waste could be achieved with the three optimal indexes based searching criteria.

KW - Efficiency and apparel assembly

KW - Line balancing

KW - Production control

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M3 - Conference article published in proceeding or book

SN - 9789806560598

SN - 9806560590

VL - 7

SP - 240

EP - 244

BT - WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings

T2 - 9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005

Y2 - 10 July 2005 through 13 July 2005

ER -

Real-time intelligent optimization decision support system for line-balancing control

Abstract

Conference

Keywords

ASJC Scopus subject areas

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