TY - JOUR
T1 - Flexible assembly layouts in smart manufacturing
T2 - An impact assessment for the automotive industry
AU - Hottenrott, Andreas
AU - Schiffer, Maximilian
AU - Grunow, Martin
N1 - Publisher Copyright:
© Copyright © 2022 “IISE”.
PY - 2023
Y1 - 2023
N2 - Currently, automotive manufacturers take the concept of flexible manufacturing to an unprecedented level, considering the deployment of flexible assembly layouts (also known as matrix production systems) in which automated guided vehicles transport bodyworks on individual routes between assembly stations. To this end, a methodological framework that allows the assessment of the impact of technology choice decisions between traditional assembly lines and flexible assembly layouts as well as the impact of different flexibility levers and configurations is necessary for optimal decision support. We provide such a framework based on analytical insights and a chance-constrained problem formulation. We further show how this problem formulation can be solved optimally using a tailored branch-and-price algorithm. Our results quantify the impact of different flexibility configurations in flexible assembly layouts. We show that flexibility enables a simultaneous improvement in worker utilization and work in progress, resolving a classic trade-off in manufacturing systems. Moreover, we find that worker utilization and output are up to 30% higher in flexible assembly layouts compared with line assembly layouts. Further, flexible assembly layouts prove to be especially beneficial during the ramp-up of vehicles with alternative drivetrain technologies, such as the current transition to electric vehicles.
AB - Currently, automotive manufacturers take the concept of flexible manufacturing to an unprecedented level, considering the deployment of flexible assembly layouts (also known as matrix production systems) in which automated guided vehicles transport bodyworks on individual routes between assembly stations. To this end, a methodological framework that allows the assessment of the impact of technology choice decisions between traditional assembly lines and flexible assembly layouts as well as the impact of different flexibility levers and configurations is necessary for optimal decision support. We provide such a framework based on analytical insights and a chance-constrained problem formulation. We further show how this problem formulation can be solved optimally using a tailored branch-and-price algorithm. Our results quantify the impact of different flexibility configurations in flexible assembly layouts. We show that flexibility enables a simultaneous improvement in worker utilization and work in progress, resolving a classic trade-off in manufacturing systems. Moreover, we find that worker utilization and output are up to 30% higher in flexible assembly layouts compared with line assembly layouts. Further, flexible assembly layouts prove to be especially beneficial during the ramp-up of vehicles with alternative drivetrain technologies, such as the current transition to electric vehicles.
KW - Matrix production systems
KW - branch and price
KW - chance-constrained optimization
KW - product diversity
KW - ramp-up
UR - http://www.scopus.com/inward/record.url?scp=85141223158&partnerID=8YFLogxK
U2 - 10.1080/24725854.2022.2124470
DO - 10.1080/24725854.2022.2124470
M3 - Article
AN - SCOPUS:85141223158
SN - 2472-5854
VL - 55
SP - 1144
EP - 1159
JO - IISE Transactions
JF - IISE Transactions
IS - 11
ER -