System reliability optimization for an assembly line under uncertain random environment

被引：17

作者：

Li, Yuchen ^{[1
]}

Peng, Rui ^{[1
]}

Kucukkoc, Ibrahim ^{[2
]}

Tang, Xiaowen ^{[1
]}

Wei, Fang ^{[3
]}

机构：

[1] Beijing Univ Technol, Coll Econ & Management, Beijing, Peoples R China

[2] Balikesir Univ, Dept Ind Engn, Balikesir, Turkey

[3] China Med Univ, Sch Fundamental Sci, Shenyang, Peoples R China

来源：

COMPUTERS & INDUSTRIAL ENGINEERING | 2020年 / 146卷

基金：

中国国家自然科学基金;

关键词：

Assembly line balancing; Belief reliability; Uncertain task times; Neighborhood search; PROGRAMMING-MODEL; REDUNDANCY; ALGORITHM; DESIGN; COST; TIME;

D O I：

10.1016/j.cie.2020.106540

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

An assembly line is an industrial arrangement of machines, equipments and operators for continuous flow of work-pieces in mass-production operations. Recently, the reliability of assembly production has been investigated by taking into account task time uncertainties. This paper provides a new reliability metric which encompasses two types of task time uncertainties. A multi-objective mathematical model was developed to maximize the reliability and efficiency of assembly lines. Neighborhood search methods with two restart mechanisms are devised to solve the model and they are compared in a numerical study. Further, the results show some managerial implications for the production planners. The methodology proposed in this research can be applied to many industries when some historical data of uncertain inputs are available and some are not.

引用

页数：10

共 51 条

[1] Balancing stochastic U-lines using particle swarm optimization
Aydogan, Emel Kizilkaya
Delice, Yilmaz
Ozcan, Ugur
Gencer, Cevriye
Bali, Ozkan
[J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2019, 30 (01) : 97 - 111
[2] A taxonomy of line balancing problems and their solution approaches
Battaia, Olga
Dolgui, Alexandre
[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 142 (02) : 259 - 277
[3] Stochastic U-line balancing using genetic algorithms
Baykasoglu, Adil
Ozbakir, Lale
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 32 (1-2) : 139 - 147
[4] A survey on problems and methods in generalized assembly line balancing
Becker, C
Scholl, A
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 168 (03) : 694 - 715
[5] DYNAMIC-PROGRAMMING AND THE RELIABILITY OF MULTICOMPONENT DEVICES
BELLMAN, R
DREYFUS, S
[J]. OPERATIONS RESEARCH, 1958, 6 (02) : 200 - 206
[6] Optimization of a subsea production system for cost and reliability using its fault tree model
Bhattacharyya, S. K.
Cheliyan, A. S.
[J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2019, 185 : 213 - 219
[7] Bryton B., 1954, THESIS
[8] Multi-objective optimization of a stochastic assembly line balancing: A hybrid simulated annealing algorithm
Cakir, Burcin
Altiparmak, Fulya
Dengiz, Berna
[J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 60 (03) : 376 - 384
[9] An energy-efficient single machine scheduling problem with machine reliability constraints
Chen, Lu
Wang, Jinfeng
Xu, Xianyang
[J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 137
[10] Clemen R.T., 2013, MAKING HARD DECISION

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