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[期刊论文]

Bi-criteria single-machine batch scheduling with machine on/off switching under time-of-use tariffs

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author:

Cheng, Junheng (Cheng, Junheng.) [1] | Chu, Feng (Chu, Feng.) [2] | Liu, Ming (Liu, Ming.) [3] | Unfold

Indexed by:

EI Scopus SCIE

Abstract:

The industrial sector is the largest consumer of the world's total energy and most of its consumption is in form of electricity. In recent years, to strengthen the peak load regulation capability, time-of-use (TOU) pricing has been implemented in many countries to encourage consumers to shift their use from peak to mid- and off-peak periods such that their energy bills can be reduced. In this paper, we study a new single-machine batch scheduling problem with machine on/off switching under TOU tariffs, which aims to simultaneously minimize total electricity cost and makespan. For the problem, we first develop a bi-objective mixed-integer linear programming model. Based on optimal batch rule analysis, an improved model is further provided which greatly reduces Pareto optimal solution search space. To efficiently solve large-size problems, we propose a heuristic based epsilon-constraint method. The results from extensive computational experiments confirm the effectiveness and efficiency of the proposed model and the algorithm. (C) 2017 Elsevier Ltd. All rights reserved.

Keyword:

Bi-criteria optimization Heuristic Mixed-integer programming Single-machine batch scheduling Time-of-use tariffs

Community:

  • [ 1 ] [Cheng, Junheng]Northwestern Polytech Univ, Sch Management, Xian 710072, Peoples R China
  • [ 2 ] [Xia, Weili]Northwestern Polytech Univ, Sch Management, Xian 710072, Peoples R China
  • [ 3 ] [Cheng, Junheng]Univ Evry Val dEssonne, Lab IBISC, F-91020 Evry, France
  • [ 4 ] [Chu, Feng]Univ Evry Val dEssonne, Lab IBISC, F-91020 Evry, France
  • [ 5 ] [Chu, Feng]Xihua Univ, Management Engn Res Ctr, Chengdu 610039, Sichuan, Peoples R China
  • [ 6 ] [Liu, Ming]Tongji Univ, Sch Econ & Management, Shanghai 710049, Peoples R China
  • [ 7 ] [Wu, Peng]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Fujian, Peoples R China

Reprint 's Address:

  • [Chu, Feng]Univ Evry Val dEssonne, Lab IBISC, F-91020 Evry, France

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Source :

COMPUTERS & INDUSTRIAL ENGINEERING

ISSN: 0360-8352

Year: 2017

Volume: 112

Page: 721-734

3 . 1 9 5

JCR@2017

6 . 7 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:187

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

30 Days PV: 0

Online/Total:345/10767387
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