Abstract
An aging workforce, the increasing shortage of skilled labor and volatile markets lead to more challenges in efficient staff scheduling. These challenges affect manufacturing companies in particular. In manufacturing, the growing demands of quality, cost and time as well as the increasing number of sick days related to mental health problems have to be faced. Therefore, a concept for an employee-specific resource planning in manual assembly has been developed. The goal of the concept is to retain the employees’ long-term working performances by rotating to different workstations at individual rotation cycles. The time periods consider each worker’s individual characteristics, such as competences and psychical strain as well as the characteristics of the workplaces, to avoid overloading as well as monotony.
The developed concept is divided into three steps and embedded in a socio-technical system. This describes the working area in manual assembly and its components, which include the employees, the workstations, the processes and their respective characteristics. The second step consists of a requirements analysis, which examines the psychological stress on the workplaces. For this purpose, the similarity of required competences and exposed mental stress between workplaces is analyzed. In the third step, the employees are assigned to performance groups, referring to their individual competences and their ability to deal with psychic strain. Based on the characteristics of the workstation and the performance groups, employee-specific rotation times preventing negative effect on long-term performance are predicted. In the final step, the resource planning is automated in an algorithm based on quantifiable characteristics of the individual employees. The output variable, i.e. the rotation plan, is optimized by integrating employee-specific data in a control loop. The control loop builds upon feedback from workers via a smart device. This allows reacting to short-term fluctuations and long-term changes in individual performance conditions. The result is an automated rotation planning system that is constantly optimized through the integration of the prevailing workloads and strains of the employees. Using the system reduces the absence rate of employees due to overload in manufacturing companies.
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References
Statistisches Bundesamt: Working-age population expected to decrease by 4 to 6 million by 2035: Pressemitteilung. https://www.destatis.de/DE/Presse/Pressemitteilungen/2019/06/PD19_242_12411.html. Accessed 24 Nov 2019
Gajewski, P.D., Ferdinand, N.K., Kray, J., Falkenstein, M.: Understanding sources of adult age differences in task switching: evidence from behavioral and ERP studies. Neurosci. Biobehav. Rev. 92, 255–275 (2018)
Molitor, M., Prote, J.-P., Walendzik, P., Gerschner, K., Höltgen, C., Schuh, G.: Concept of video-based externalisation of employee knowledge in manual assembly. In: Schmitt, R., Schuh, G. (eds.) Advances in Production Research, pp. 730–738. Springer International Publishing, Cham (2019)
ElMaraghy, H., Schuh, G., ElMaraghy, W., Piller, F., Schönsleben, P., Tseng, M., Bernard, A.: Product variety management. CIRP Ann. 62(2), 629–652 (2013)
Teubner, S., Merkel, L., Reinhart, G., Hagemann, F., Intra, C.: Improving worker information - proposal of a dynamic and individual concept. In: Dimitrov, D., Hagedorn-Hansen, D., von Leipzig, K. (eds.) International Conference on Competitive Manufacturing (COMA 2019), Stellenbosch, pp. 352–358 (2019)
Wolf, S., Dollinger, C., Hees, A., Reinhart, G.: Der Mensch in Interaktion mit autonomen Planungs- und Steuerungssystemen für Cyber-Physische Produktionssysteme. In: Wischmann, S., Hartmann, E.A. (eds.) Zukunft der Arbeit – Eine praxisnahe Betrachtung, pp. 123–132. Springer, Heidelberg (2018)
Kordt, M.: Gesundheitsreport 2018 (2018)
Hochdörffer, J., Hedler, M., Lanza, G.: Staff scheduling in job rotation environments considering ergonomic aspects and preservation of qualifications. J. Manuf. Syst. 46, 103–114 (2018)
Lundberg, U., Granqvist, M., Hansson, T., Magnusson, M., Wallin, L.: Psychological and physiological stress responses during repetitive work at an assembly line. Work Stress 3(2), 143–153 (1989)
Goodday, S.M., Friend, S.: Unlocking stress and forecasting its consequences with digital technology. NPJ Digit. Med. 2, 75 (2019)
ifaa: KPB - Kompaktverfahren Psychische Belastung: Werkzeug zur Durchführung der Gefährdungsbeurteilung. Springer Vieweg, Heidelberg (2017)
Marinescu, A.C., Sharples, S., Ritchie, A.C., Sánchez López, T., McDowell, M., Morvan, H.P.: Physiological parameter response to variation of mental workload. Hum. Factors 60(1), 31–56 (2018)
Petrowski, K., Kliem, S., Albani, C., Hinz, A., Brähler, E.: Norm values and psychometric properties of the short version of the Trier Inventory for Chronic Stress (TICS) in a representative German sample. PLoS ONE 14(11), e0222277 (2019)
Noyes, J.M., Bruneau, D.P.J.: A self-analysis of the NASA-TLX workload measure. Ergonomics 50(4), 514–519 (2007)
Asensio-Cuesta, S., Diego-Mas, J.A., Cremades-Oliver, L.V., Gonzalez-Cruz, M.C.: A method to design job rotation schedules to prevent work-related musculoskeletal disorders in repetitive work. Int. J. Prod. Res. 50(24), 7467–7478 (2012)
Sana, S.S., Ospina-Mateus, H., Arrieta, F.G., Chedid, J.A.: Application of genetic algorithm to job scheduling under ergonomic constraints in manufacturing industry. J. Ambient Intell. Humaniz. Comput. 10, 2063–2090 (2019)
Bender-Minegishi, A.: Toyotas wahre Stärke: Erfolgreiche Arbeitskultur mit meisterhaften Mitarbeitern. Campus Verlag, Frankfurt, New York (2018)
Acknowledgments
We want to thank the Bavarian Research Foundation (BFS) for funding this work as part of the research project “Strain and competence-oriented staff deployment planning” (BeKoMi).
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Tropschuh, B., Reinhart, G. (2021). Concept for an Employee-Specific Resource Planning in Manual Assembly. In: Ayaz, H., Asgher, U. (eds) Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201. Springer, Cham. https://doi.org/10.1007/978-3-030-51041-1_54
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