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Workload control in dual-resource constrained flexible job shops: a simulation analysis.

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Title: Workload control in dual-resource constrained flexible job shops: a simulation analysis.
Authors: Calle, Marcos1 (AUTHOR) mcalle@us.es, Gonzalez-R, P. L.1 (AUTHOR), Andrade, J. L.1 (AUTHOR), Leon-Blanco, J. M.1 (AUTHOR), Canca, D.1 (AUTHOR)
Source: International Journal of Production Research. Oct2025, Vol. 63 Issue 20, p7363-7385. 23p.
Subjects: Resource allocation, Job shops, Simulation methods & models, Feedback control systems, Industrial productivity, Resource management
Abstract: Within the manufacturing environments of Dual-Resource Constrained Job Shop (DRCJS), where both workstations and workers face limitations, there is a category of scenarios known as Dual-Resource Constrained Flexible Job Shop (DRCFJS). In these common industrial manufacturing environments, operations can be carried out on any workstation and performed by any worker within a compatible set. While the DCRFJS environment has been extensively explored in the domain of production sequencing, it has not been thoroughly investigated within the framework of a Workload Control (WLC) system. The aim of this work is to study the performance of adapting the WLC system to DRCFJS environments. The findings emphasise the significant impact of the resource allocation rule during the release stage, surpassing the influence of dispatching rules and worker transfers between workstations. Additionally, the implementation of a real-time response mechanism, crucial to prevent workstations from idling due to the occupancy of assigned workers in other jobs currently in progress, is very important in modern manufacturing. Furthermore, our research demonstrates that concurrent control of these two critical factors ensures robust performance, regardless of the workload norm. This dual control approach facilitates the adaptation and effective operation of the WLC system in DRCFJS environments. [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Workload control in dual-resource constrained flexible job shops: a simulation analysis.
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Production+Research%22">International Journal of Production Research</searchLink>. Oct2025, Vol. 63 Issue 20, p7363-7385. 23p.
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  Data: <searchLink fieldCode="DE" term="%22Resource+allocation%22">Resource allocation</searchLink><br /><searchLink fieldCode="DE" term="%22Job+shops%22">Job shops</searchLink><br /><searchLink fieldCode="DE" term="%22Simulation+methods+%26+models%22">Simulation methods & models</searchLink><br /><searchLink fieldCode="DE" term="%22Feedback+control+systems%22">Feedback control systems</searchLink><br /><searchLink fieldCode="DE" term="%22Industrial+productivity%22">Industrial productivity</searchLink><br /><searchLink fieldCode="DE" term="%22Resource+management%22">Resource management</searchLink>
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  Data: Within the manufacturing environments of Dual-Resource Constrained Job Shop (DRCJS), where both workstations and workers face limitations, there is a category of scenarios known as Dual-Resource Constrained Flexible Job Shop (DRCFJS). In these common industrial manufacturing environments, operations can be carried out on any workstation and performed by any worker within a compatible set. While the DCRFJS environment has been extensively explored in the domain of production sequencing, it has not been thoroughly investigated within the framework of a Workload Control (WLC) system. The aim of this work is to study the performance of adapting the WLC system to DRCFJS environments. The findings emphasise the significant impact of the resource allocation rule during the release stage, surpassing the influence of dispatching rules and worker transfers between workstations. Additionally, the implementation of a real-time response mechanism, crucial to prevent workstations from idling due to the occupancy of assigned workers in other jobs currently in progress, is very important in modern manufacturing. Furthermore, our research demonstrates that concurrent control of these two critical factors ensures robust performance, regardless of the workload norm. This dual control approach facilitates the adaptation and effective operation of the WLC system in DRCFJS environments. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
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  Data: <i>Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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              Text: Oct2025
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