A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Machine configuration and workload balancing of modular placement machines in multi-product PCB assembly




Julkaisun tekijät: Attila Tóth, Timo Knuutila, Olli S. Nevalainen
Kustantaja: Taylor and Francis Ltd.
Julkaisuvuosi: 2018
Journal: International Journal of Computer Integrated Manufacturing
Tietokannassa oleva lehden nimi: International Journal of Computer Integrated Manufacturing
Volyymi: 31
Julkaisunumero: 9
Sivujen määrä: 16
eISBN: 1362-3052
ISSN: 0951-192X
eISSN: 1362-3052

Tiivistelmä

A
popular gantry-type placement machine includes several interconnected,
autonomously operating component placement modules and the machine was
designed so as to able to use different kinds of placement heads and
vacuum nozzles in the modules, which can be easily changed. Although
this increases the flexibility of the production line, the
reconfiguration phases of the modules may be unproductive and one should
keep them to a minimum. In addition, the production times can be
shortened by balancing the workloads of the machine modules. Here, a
two-step optimisation method for the machine reconfiguration and
workload balancing in the case of multiple Printed Circuit Borad (PCB)
batches of different sizes and PCB types is presented. The objective is
to minimise the total production time, and keep the machine
configuration the same for all batches. The proposed algorithm is
iterative and it applies integer programming for the workload balancing
along with an evolutionary algorithm that searches for the best machine
configuration. In experiments, for single PCB types the proposed
algorithm obtained optimal or near optimal solutions. For multiple PCB
types the solutions favour the PCB types that have a bigger production
time due to greater batch sizes, but the total production time is still
close to optimal.

KEYWORDS: Printed circuit boardmodular machinesmachine configurationmixed-model workload balancinginteger programinggenetic algorithm

Ladattava julkaisu

This is an electronic reprint of the original article.
This reprint may differ from the original in pagination and typographic detail. Please cite the original version.




Last updated on 2019-09-07 at 17:58