Design of Experiments—Statistical and artificial intelligence analysis for the improvement of machining processes: A review

CH Lauro, RBD Pereira, LC Brandão… - Design of experiments in …, 2015 - Springer
The modern industry needs that its manufacture process to be fast, efficient, low cost,
ecologic, and other. It occurs because many consumers require that the products have great …

Combining Artificial Neural Network and Response Surface Methodology to Optimize the Drilling Operating Parameters of MDF Panels

B Bedelean, M Ispas, S Răcășan - Forests, 2023 - mdpi.com
Most of the parts of furniture made of medium density fiberboards (MDF) require at least one
hole to be assembled. The drilling technological parameters influence the quality of holes …

Experimental Analysis of Smart Drilling for the Furniture Industry in the Era of Industry 4.0

K Szwajka, J Zielińska-Szwajka, T Trzepieciński - Materials, 2024 - mdpi.com
The fact is that hundreds of holes are drilled in the assembly process of furniture sets, so
intelligent drilling is a key element in maximizing efficiency. Increasing the feed rate or the …

[PDF][PDF] Parametric analysis on delamination in drilling of wood composite panels

TN Valarmathi, K Palanikumar… - … of science and …, 2013 - sciresol.s3.us-east-2.amazonaws …
Composites are widely used in all the fields because of its favorable properties over
conventional materials. Medium Density Fiberboard (MDF) is an extensively used wood …

NSGA-II approach of optimization to study the effects of drilling parameters in AISI-304 stainless steel

S Chatterjee, K Abhishek, SS Mahapatra, S Datta… - Procedia …, 2014 - Elsevier
This paper highlights the parametric appraisal for burr height and circularity in drilling of hole
on AISI-304 stainless steel using Non-dominated sorting genetic algorithm (NSGA). The …

A novel real time sensing framework for assessment of thrust force in drilling of composites using Taguchi and NSGA-II

AG David, VS Ramalingam… - Proceedings of the …, 2024 - journals.sagepub.com
Monitoring thrust during drilling operations is critical to optimizing drilling parameters and
ensuring safe and efficient drilling. In this study, we will monitor variations in thrust force …

[HTML][HTML] Effect of resin content and pressing temperature on banana pseudo-stem particle boards properties using full factorial design

AD Barragàn-Lucas, C Llerena-Miranda… - Anais da Academia …, 2019 - SciELO Brasil
The volume of global gross banana exports reached a record of 117.9 million tonnes in
2015 (FAO 2017), which agro-industrial wastes derived as the pseudo-stem, rachis and …

Modeling of surface roughness in drilling of MDF panels

TN Valarmathi, K Palanikumar… - Applied Mechanics and …, 2015 - Trans Tech Publ
Medium density fiberboard wood composite panels are preferred for many domestic and
industrial applications over the natural wood because of their high-quality properties. The …

[PDF][PDF] The influence of the tool point angle and feed rate on the dynamic parameters at drilling coated particleboard.

M Ispas, S Răcășan - 2015 - academia.edu
Pre-laminated (coated) particleboards (PB) are wood-based composites intensively used in
the furniture industry. In order to prepare the PB for joining, drilling is the most commonly …

[PDF][PDF] Testing and modeling of thrust force and torque in drilling recombinant bamboo

R Li, M Ekevad, J Wang, X Guo, P Cao - BioResources, 2014 - bioresources.cnr.ncsu.edu
Recombinant bamboo with a thickness of 15 mm was drilled on a CNC machine. The
process parameters considered were spindle speed, feed rate, and diameter of the drill, and …