The review of new scientific developments in drilling in wood-based panels with particular emphasis on the latest research trends in drill condition monitoring
J Górski - Forests, 2022 - mdpi.com
Drilling is still one of the basic cutting processes that are of particular interest to wood
science and technology professionals. As a result, considerable (and very diverse …
science and technology professionals. As a result, considerable (and very diverse …
Improved drill state recognition during milling process using artificial intelligence
In this article, an automated method for tool condition monitoring is presented. When
producing items in large quantities, pointing out the exact time when the element needs to …
producing items in large quantities, pointing out the exact time when the element needs to …
Decision confidence assessment in multi-class classification
This paper presents a novel approach to the assessment of decision confidence when multi-
class recognition is concerned. When many classification problems are considered, while …
class recognition is concerned. When many classification problems are considered, while …
Automatic estimation of drill wear based on images of holes drilled in melamine faced chipboard with machine learning algorithms
In this article, an approach to drill wear evaluation is presented. Tool condition monitoring is
an important problem in furniture manufacturing and similar industries. At the same time …
an important problem in furniture manufacturing and similar industries. At the same time …
Custom Loss Functions in XGBoost Algorithm for Enhanced Critical Error Mitigation in Drill-Wear Analysis of Melamine-Faced Chipboard
The advancement of machine learning in industrial applications has necessitated the
development of tailored solutions to address specific challenges, particularly in multi-class …
development of tailored solutions to address specific challenges, particularly in multi-class …
Advanced feature extraction methods from images of drillings in melamine faced chipboard for automatic diagnosis of drill wear
In this paper, a novel approach to evaluation of feature extraction methodologies is
presented. In the case of machine learning algorithms, extracting and using the most …
presented. In the case of machine learning algorithms, extracting and using the most …