Trolley optimisation: An extension of bin packing to load PCB components

09/19/2022
by   Vinod Kumar Chauhan, et al.
0

A trolley is a container for loading printed circuit board (PCB) components and a trolley optimisation problem (TOP) is an assignment of PCB components to trolleys for use in the production of a set of PCBs in an assembly line. In this paper, we introduce the TOP, a novel operation research application. To formulate the TOP, we derive a novel extension of the bin packing problem. We exploit the problem structure to decompose the TOP into two smaller, identical and independent problems. Further, we develop a mixed integer linear programming model to solve the TOP and prove that the TOP is an NP-complete problem. A case study of an aerospace manufacturing company is used to illustrate the TOP which successfully automated the manual process in the company and resulted in significant cost reductions and flexibility in the building process.

READ FULL TEXT

page 6

page 10

page 11

research
02/27/2019

Linearly-growing Reductions of Karp's 21 NP-complete Problems

We address the question of whether it may be worthwhile to convert certa...
research
11/30/2018

Binary Decision Diagrams for Bin Packing with Minimum Color Fragmentation

Bin Packing with Minimum Color Fragmentation (BPMCF) is an extension of ...
research
10/25/2022

Net Separation-Oriented Printed Circuit Board Placement via Margin Maximization

Packaging has become a crucial process due to the paradigm shift of More...
research
01/30/2022

Optimising the reliability that can be claimed for a software-based system based on failure-free tests of its components

This short paper describes a numerical method for optimising the conserv...
research
09/06/2011

A Combinatorial Optimisation Approach to Designing Dual-Parented Long-Reach Passive Optical Networks

We present an application focused on the design of resilient long-reach ...
research
08/18/2023

A new branch-and-cut approach for integrated planning in additive manufacturing

In recent years, there has been considerable interest in the transformat...
research
01/09/2020

GRIDS: Interactive Layout Design with Integer Programming

Grid layouts are used by designers to spatially organise user interfaces...

Please sign up or login with your details

Forgot password? Click here to reset