Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
Tipo de documentoArtículo
Fecha de publicación2018-03-06
Condiciones de accesoAcceso restringido por política de la editorial (embargado hasta 2020-03-06)
Changing conditions and variations in the demand are frequent in real industrial environments. Decision makers have to take into account this uncertainty and manage it properly. One clear example is the automotive industry where manufacturers have to assume an uncertain and heterogeneous demand. For instance, automotive manufacturers must adapt their decisions when balancing the assembly line by considering different flexible solutions. Our proposal is using robust multiobjective optimization and simulation techniques to provide managers with a set of robust and equally-preferred solutions for assembly line balancing. We study a Nissan case where the demand of each product family is uncertain. The problem is addressed by considering a robust multiobjective model for assembly line balancing based on a high number of production plans. After the selection of six different assembly line configurations, we study the implications of robustness metrics based on workstations’ overload. We show that the adverse managerial effects of not having flexible line configuration when demand changes are alleviated. For the real Nissan automotive case, our analysis and conclusions show the managerial and industrial benefits of using robust assembly lines. We also encourage decision makers to use robust multiobjective optimization methods for selecting the most flexible decisions.
“This is a pre-print of an article published inJ. Flex Serv Manuf. The final authenticated version is available online at: https://doi.org/10.1007/s10696-018-9309-y ” Chica, M., Bautista, J. & de Armas, J. Flex Serv Manuf J (2018). https://doi.org/10.1007/s10696-018-9309-y
CitaciónChica, M., Bautista, J., de Armas, J. Benefits of robust multiobjective optimization for flexible automotive assembly line balancing. "Expert systems with applications", 6 Març 2018, vol. First Online, p. 1-29.
Versión del editorhttps://link.springer.com/article/10.1007%2Fs10696-018-9309-y#citeas