Parallel Workforce Assignment Problem for Battery Production
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Date
2022
Authors
Aslıhan Erdoğan
Ayşenur Talı
Berfu Kırcalı
Buket Günal
Ecem Nazlı Dedecengiz
Damla Yüksel
Banu Yetkin Yetkin Ekren
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Science and Business Media Deutschland GmbH
Open Access Color
Green Open Access
Yes
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Publicly Funded
No
Abstract
This paper studies workforce assignment problem for battery production in a company in Turkey. Several types of batteries are produced in the studied company. Mostly the operations are semi-automated. In the production process the workers are assigned to multiple operations irregularly based on the priority of productions. In the company average utilization of worker is low and average cycle time of a product is high due to inefficient allocation of the workforce within the operations. In order to analyze the main system problem we simulate the system and observe the queue lengths to identify the bottlenecks. By dynamic assignment of workers at stations based on real time queue conditions the workloads can be balanced throughout the production lines. In this project a simulation-based system improvement is completed by applying: (i) dynamic utilization of workforce to reduce average cycle time of a battery (ii) assignment of parallel workforce where they can work for the same operation simultaneously and (iii) observation of real-time queue lengths of stations. Three dynamic assignment policies are developed and compared with each other. The best policy providing minimum cycle time for a battery production is selected to be the best. © 2022 Elsevier B.V. All rights reserved.
Description
Keywords
Assembly Line Balancing, Optimization, Simulation Modelling, Workforce Allocation Problem, Workforce Change, Balancing, Combinatorial Optimization, Electric Batteries, Personnel, Allocation Problems, Assembly-line Balancing, Assignment Problems, Battery Production, Cycle Time, Optimisations, Simulation-modelling, Workers', Workforce Allocation Problem, Workforce Change, Queueing Theory, Balancing, Combinatorial optimization, Electric batteries, Personnel, Allocation problems, Assembly-line balancing, Assignment problems, Battery production, Cycle time, Optimisations, Simulation-modelling, Workers', Workforce allocation problem, Workforce change, Queueing theory, Optimization, Simulation modelling, Workforce change, Workforce allocation problem, Assembly line balancing
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OpenCitations Citation Count
3
Source
International Symposium for Production Research ISPR2021
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Scopus : 2
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