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Adaptive Population NSGA-III with Dual Control Strategy for Flexible Job Shop Scheduling Problem with the Consideration of Energy Consumption and Weight

open access: yesMachines, 2021
The flexible job shop scheduling problem has always been the focus of research in the manufacturing field. However, most of the previous studies focused more on efficiency and ignored energy consumption.
Mingliang Wu   +7 more
doaj   +1 more source

A Method for Dynamic Insertion Order Scheduling in Flexible Job Shops Based on Digital Twins

open access: yesApplied Sciences, 2022
Various production disturbances occurring in the flexible job shop production process may affect the production of the workshop, some of which may lead to the prolongation of production completion time.
Yajun Wang   +4 more
doaj   +1 more source

Impact of Personnel Flexibility on Job Shop Scheduling [PDF]

open access: yesScientific Programming, 2016
Considering the lack of the research on the relationship between HR flexibility and scheduling effect, a resource-competency matrix-based method was proposed in order to reveal the quantitative relationship between them. Meanwhile, a job shop scheduling model with HR flexibility was established and the improved genetic algorithm was used to solve the ...
Ren Lin   +4 more
openaire   +1 more source

Dynamic Data Scheduling of a Flexible Industrial Job Shop Based on Digital Twin Technology

open access: yesDiscrete Dynamics in Nature and Society, 2022
Aiming at the problems of premature convergence of existing workshop dynamic data scheduling methods and the decline in product output, a flexible industrial job shop dynamic data scheduling method based on digital twin technology is proposed.
Juan Li, Xianghong Tian, Jing Liu
doaj   +1 more source

Optimal Design of Flexible Job Shop Scheduling Under Resource Preemption Based on Deep Reinforcement Learning

open access: yesComplex System Modeling and Simulation, 2022
With the popularization of multi-variety and small-batch production patterns, the flexible job shop scheduling problem (FJSSP) has been widely studied. The sharing of processing resources by multiple machines frequently occurs due to space constraints in
Zhen Chen   +3 more
doaj   +1 more source

Whale optimization algorithm with opposition-based learning strategy for solving flexible job shop scheduling problem [PDF]

open access: yesITM Web of Conferences, 2022
Flexible job shop scheduling problem is the allocation of available shared resources and the sequencing of processing tasks within a certain period of time to meet certain or certain specific production indicators.
Wu Mingliang, Yang Dongsheng, Liu Tianyi
doaj   +1 more source

A Two-Phase Iterative Mathematical Programming-Based Heuristic for a Flexible Job Shop Scheduling Problem with Transportation

open access: yesApplied Sciences, 2023
In a flexible job shop problem with transportation (FJSPT), a typical flexible manufacturing system comprises transporters that pick up and deliver jobs for processing at flexible job shops.
Che Han Lim, Seung Ki Moon
doaj   +1 more source

Dynamic flexible job shop scheduling method based on improved gene expression programming

open access: yesMeasurement + Control, 2021
Dynamic scheduling is one of the most important key technologies in production and flexible job shop is widespread. Therefore, this paper considers a dynamic flexible job shop scheduling problem considering setup time and random job arrival.
Chunjiang Zhang   +5 more
doaj   +1 more source

A vibrant crossbreed social spider optimization with genetic algorithm tactic for flexible job shop scheduling problem

open access: yesMeasurement + Control, 2020
Job shop scheduling is one of the major issues in which the scheduling process is associated with the real-time manufacturing industry. A flexible job shop scheduling problem is one of the most important issues among the hardest combinatorial advancement
S Kavitha, P Venkumar
doaj   +1 more source

A Green Flexible Job-Shop Scheduling Model for Multiple AGVs Considering Carbon Footprint

open access: yesSystems, 2023
Green and low carbon automated production has become a research hotspot. In this paper, the AGV transport resource constraint, machine layout and job setup time have been integrated into the background of a flexible job shop.
Xinxin Zhou   +3 more
doaj   +1 more source

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