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author:

Liu, Rongfan (Liu, Rongfan.) [1] | Liu, Ming (Liu, Ming.) [2] | Chu, Feng (Chu, Feng.) [3] | Zheng, Feifeng (Zheng, Feifeng.) [4] | Chu, Chengbin (Chu, Chengbin.) [5]

Indexed by:

SSCI EI SCIE

Abstract:

Workforce assignment and energy consumption impact greatly on the manufacturing performance. In this work, we study a multi-skilled worker assignment and assembly line balancing problem with the consideration of energy consumption. The problem consists of scheduling products and assigning workers to workstations appropriately under a given cycle time. Two objectives are minimized simultaneously, i.e., (1) the total costs including the processing cost and the fixed cost induced by employing workers, and (2) the energy consumption. A bi-objective mixed-integer linear programming model is formulated and an epsilon-constraint method is adopted to obtain the Pareto front for small-scale problems. For solving large-size problems, a processing time and energy consumption sorted-first rule (PT-EC SFR), a multi-objective genetic algorithm (NSGA-II) and a multi-objective simulated annealing method (MOSA) are developed. Numerical experiments are conducted and computational results show that the designed PT-EC SFR outperforms the other two algorithms in terms of computational time and quality of solutions.

Keyword:

Assembly line Bi-objective optimization Energy consumption Workforce assignment

Community:

  • [ 1 ] [Liu, Rongfan]Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
  • [ 2 ] [Liu, Ming]Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
  • [ 3 ] [Chu, Feng]Univ Paris Saclay, Univ Evry, IBISC, F-91025 Evry, France
  • [ 4 ] [Zheng, Feifeng]Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
  • [ 5 ] [Chu, Chengbin]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • 储诚斌

    [Chu, Chengbin]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China

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Source :

COMPUTERS & INDUSTRIAL ENGINEERING

ISSN: 0360-8352

Year: 2021

Volume: 151

7 . 1 8

JCR@2021

6 . 7 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:106

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 20

SCOPUS Cited Count: 24

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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