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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]

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EI

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 -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. © 2020

Keyword:

Assembly Assembly machines Energy utilization Genetic algorithms Integer programming Simulated annealing

Community:

  • [ 1 ] [Liu, Rongfan]School of Economics & Management, Tongji University, Shanghai; 200092, China
  • [ 2 ] [Liu, Ming]School of Economics & Management, Tongji University, Shanghai; 200092, China
  • [ 3 ] [Chu, Feng]IBISC, Univ Évry, université of Paris-Saclay, Évry; 91025, France
  • [ 4 ] [Zheng, Feifeng]Glorious Sun School of Business & Management Donghua University, Shanghai; 200051, China
  • [ 5 ] [Chu, Chengbin]School of Economics & Management, Fuzhou University, Fuzhou; 350116, China

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Source :

Computers and Industrial Engineering

ISSN: 0360-8352

Year: 2021

Volume: 151

7 . 1 8

JCR@2021

6 . 7 0 0

JCR@2023

ESI HC Threshold:106

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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