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2021 | OriginalPaper | Chapter

Evaluation and Improvement of Makespan Time of Flexible Job Shop Problem Using Various Dispatching Rules—A Case Study

Authors : Mohan Bihari, P. V. Kane

Published in: Advances in Mechanical Engineering

Publisher: Springer Singapore

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Abstract

Makespan time is an important parameter in any industry which affects the production schedule adherence to meet delivery dates. In this work, the various dispatching rules are applied to study its effect on the makespan time of the small-scale industry located in central India. The various dispatching rules such as first come first served (FCFS), shortest processing time (SPT) and longest processing time (LPT) is applied to study its effect on the makespan time with the data and information obtained from small-scale unit involved in metal press working operations. The open sources LEKIN software is used to simulate these dispatching rules. The analysis has been carried out for existing resources and it is observed that LPT can fulfil 78% of scheduled deliveries, SPT can fulfil 63% scheduled deliveries and FCFS can fulfil 66.13% scheduled deliveries. The resources, i.e. machines addition is proposed to meet the schedules based on the bottleneck observed in Gantt chart obtained from the software for various dispatching rules. By applying the heuristic approach, it is observed that the addition of a combination of one shearing machine, one 100 Tonnes power press (TPP), and one 20 TPP can lead to the reduction of makespan time by 26% with LPT strategies.

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Literature
1.
go back to reference Shen L, Dauzère-Pérès S, Neufeld JS (2018) Solving the flexible job-shop scheduling problem with sequence-dependent setup times. Eur J Oper Res 265:503–516MathSciNetCrossRef Shen L, Dauzère-Pérès S, Neufeld JS (2018) Solving the flexible job-shop scheduling problem with sequence-dependent setup times. Eur J Oper Res 265:503–516MathSciNetCrossRef
2.
go back to reference Moslehi G, Mahnam M (2011) A Pareto approach to multi-objective flexible job-shop scheduling problem using particle swarm optimization and local search. Int J Prod Econ 129:14–22CrossRef Moslehi G, Mahnam M (2011) A Pareto approach to multi-objective flexible job-shop scheduling problem using particle swarm optimization and local search. Int J Prod Econ 129:14–22CrossRef
3.
go back to reference Vaessens RJM, Aarts EH, Lenstra JK (1996) Job shop scheduling by local search. Informs J Comput 8:302–317CrossRef Vaessens RJM, Aarts EH, Lenstra JK (1996) Job shop scheduling by local search. Informs J Comput 8:302–317CrossRef
4.
go back to reference Phanden RK, Jain A (2015) Assessment of makespan performance for flexible process plans in job shop scheduling. IFAC-PapersOnLine 48:1948–1953CrossRef Phanden RK, Jain A (2015) Assessment of makespan performance for flexible process plans in job shop scheduling. IFAC-PapersOnLine 48:1948–1953CrossRef
5.
go back to reference Kundakcı N, Kulak O (2016) Hybrid genetic algorithms for minimizing makespan in dynamic job shop scheduling problem. Comput Ind Eng 96:31–51CrossRef Kundakcı N, Kulak O (2016) Hybrid genetic algorithms for minimizing makespan in dynamic job shop scheduling problem. Comput Ind Eng 96:31–51CrossRef
6.
go back to reference Palacios JJ, González MA, Vela CR, González-Rodríguez I, Puente J (2015) Genetic tabu search for the fuzzy flexible job shop problem. Comput Oper Res 54:74–89MathSciNetCrossRef Palacios JJ, González MA, Vela CR, González-Rodríguez I, Puente J (2015) Genetic tabu search for the fuzzy flexible job shop problem. Comput Oper Res 54:74–89MathSciNetCrossRef
7.
go back to reference Palacios JJ, González-Rodríguez I, Vela CR, Puente J (2015) Coevolutionary makespan optimisation through different ranking methods for the fuzzy flexible job shop. Fuzzy Sets Syst 278:81–97MathSciNetCrossRef Palacios JJ, González-Rodríguez I, Vela CR, Puente J (2015) Coevolutionary makespan optimisation through different ranking methods for the fuzzy flexible job shop. Fuzzy Sets Syst 278:81–97MathSciNetCrossRef
8.
go back to reference Chaouch I, Driss OB, Ghedira K (2017) A modified ant colony optimization algorithm for the distributed job shop scheduling problem. Procedia Comput Sci 112:296–305CrossRef Chaouch I, Driss OB, Ghedira K (2017) A modified ant colony optimization algorithm for the distributed job shop scheduling problem. Procedia Comput Sci 112:296–305CrossRef
9.
go back to reference Birgin EG, Ferreira JE, Ronconi DP (2015) List scheduling and beam search methods for the flexible job shop scheduling problem with sequencing flexibility. Eur J Oper Res 247:421–440MathSciNetCrossRef Birgin EG, Ferreira JE, Ronconi DP (2015) List scheduling and beam search methods for the flexible job shop scheduling problem with sequencing flexibility. Eur J Oper Res 247:421–440MathSciNetCrossRef
10.
go back to reference Liu Q, Zhan M, Chekem FO, Shao X, Ying B, Sutherland JW (2017) A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint. J Clean Prod 168:668–678CrossRef Liu Q, Zhan M, Chekem FO, Shao X, Ying B, Sutherland JW (2017) A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint. J Clean Prod 168:668–678CrossRef
11.
go back to reference Singh MR, Mahapatra SS (2016) A quantum behaved particle swarm optimization for flexible job shop scheduling. Comput Ind Eng 93:36–44CrossRef Singh MR, Mahapatra SS (2016) A quantum behaved particle swarm optimization for flexible job shop scheduling. Comput Ind Eng 93:36–44CrossRef
Metadata
Title
Evaluation and Improvement of Makespan Time of Flexible Job Shop Problem Using Various Dispatching Rules—A Case Study
Authors
Mohan Bihari
P. V. Kane
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-3639-7_73

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