Cargando…

Prediction of Surface Roughness of an Abrasive Water Jet Cut Using an Artificial Neural Network

The study’s primary purpose was to explore the abrasive water jet (AWJ) cut machinability of stainless steel X5CrNi18-10 (1.4301). The study analyzed the effects of such process parameters as the traverse speed (TS), the depth of cut (DC), and the abrasive mass flow rate (AR) on the surface roughnes...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ficko, Mirko, Begic-Hajdarevic, Derzija, Cohodar Husic, Maida, Berus, Lucijano, Cekic, Ahmet, Klancnik, Simon
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8201306/ https://www.ncbi.nlm.nih.gov/pubmed/34198903 http://dx.doi.org/10.3390/ma14113108

Ejemplares similares

Classifying Parkinson’s Disease Based on Acoustic Measures Using Artificial Neural Networks
por: Berus, Lucijano, et al.
Publicado: (2018)

3D Printing—A “Touch-Button” Approach to Manufacture Microneedles for Transdermal Drug Delivery
por: Sirbubalo, Merima, et al.
Publicado: (2021)

Tool Condition Monitoring of the Cutting Capability of a Turning Tool Based on Thermography
por: Brili, Nika, et al.
Publicado: (2021)

Modelling the Kerf Angle, Roughness and Waviness of the Surface of Inconel 718 in an Abrasive Water Jet Cutting Process
por: Płodzień, Marcin, et al.
Publicado: (2023)

Automatic Identification of Tool Wear Based on Thermography and a Convolutional Neural Network during the Turning Process
por: Brili, Nika, et al.
Publicado: (2021)

Revised Model of Abrasive Water Jet Cutting for Industrial Use
por: Hlaváč, Libor M.
Publicado: (2021)

Efficiency of Tool Steel Cutting by Water Jet with Recycled Abrasive Materials
por: Perec, Andrzej, et al.
Publicado: (2022)

Sequential Smoothing Treatment of Glass Workpieces Cut by Abrasive Water Jet
por: Sutowska, Marzena, et al.
Publicado: (2022)

Basics of cutting and abrasive processes
por: Toenshoff, Hans Kurt, et al.
Publicado: (2013)

Reduction of Cracks in Marble Appeared at Hydro-Abrasive Jet Cutting Using Taguchi Method
por: Barabas, Sorin, et al.
Publicado: (2022)

Analysis of Several Physical Phenomena Measured on the Metallic Materials Cut by Abrasive Water Jets (AWJ)
por: Gřunděl, Jakub, et al.
Publicado: (2022)

Analysis of Kerf Quality Characteristics of Kevlar Fiber-Reinforced Polymers Cut by Abrasive Water Jet
por: Gubencu, Dinu-Valentin, et al.
Publicado: (2023)

Influence of Variable Radius of Cutting Head Trajectory on Quality of Cutting Kerf in the Abrasive Water Jet Process for Soda–Lime Glass
por: Sutowska, Marzena, et al.
Publicado: (2020)

Research into the Disintegration of Abrasive Materials in the Abrasive Water Jet Machining Process
por: Perec, Andrzej
Publicado: (2021)

Taming the abrasive manager: how to end unnecessary roughness in the workplace
por: Crawshaw, Laura
Publicado: (2007)

Assessment of the Influence of Selected Technological Parameters on the Morphology Parameters of the Cutting Surfaces of the Hardox 500 Material Cut by Abrasive Water Jet Technology
por: Krenicky, Tibor, et al.
Publicado: (2022)

Experimental Research on the Use of a Selected Multi-Criteria Method for the Cutting of Titanium Alloy with an Abrasive Water Jet
por: Radomska-Zalas, Aleksandra
Publicado: (2023)

A Study on Processing Defects and Parameter Optimization in Abrasive Suspension Jet Cutting of Carbon-Fiber-Reinforced Plastics
por: Li, Liucan, et al.
Publicado: (2023)

Notes on the Abrasive Water Jet (AWJ) Machining
por: Gembalová, Lucie, et al.
Publicado: (2021)

Minimal alterations on the enamel surface by micro-abrasion: in vitro roughness and wear assessments
por: RODRIGUES, Marcela Charantola, et al.
Publicado: (2013)

Influence of Toothbrush Abrasion and Surface Treatments on Roughness and Gloss of Polymer-Infiltrated Ceramics
por: Labban, Nawaf, et al.
Publicado: (2021)

Utilization of Secondary Jet in Cavitation Peening and Cavitation Abrasive Jet Polishing
por: Pang, Hao, et al.
Publicado: (2022)

Abrasive Waterjet (AWJ) Forces—Indicator of Cutting System Malfunction
por: Hlaváč, Libor M., et al.
Publicado: (2021)

Influence of Steel Structure on Machinability by Abrasive Water Jet
por: Hlaváčová, Irena M., et al.
Publicado: (2020)

Research Progress in Abrasive Water Jet Processing Technology
por: Wang, Hongqi, et al.
Publicado: (2023)

Experimental Analysis of Kerf Taper Angle in Cutting Process of Sugar Palm Fiber Reinforced Unsaturated Polyester Composites with Laser Beam and Abrasive Water Jet Cutting Technologies
por: Masoud, Fathi, et al.
Publicado: (2021)

Prediction of Surface Roughness of Abrasive Belt Grinding of Superalloy Material Based on RLSOM-RBF
por: Liu, Ying, et al.
Publicado: (2021)

Roughness assessment of colored compomers: Results after an erosive-abrasive in vitro cycling test
por: Magalhães, Louise, et al.
Publicado: (2023)

Assessment of Böhme Abrasion Value of Natural Stones through Artificial Neural Networks (ANN)
por: Strzałkowski, Paweł, et al.
Publicado: (2022)

Analyses of Vibration Signals Generated in W. Nr. 1.0038 Steel during Abrasive Water Jet Cutting Aimed to Process Control
por: Tyč, Martin, et al.
Publicado: (2022)

Surface Roughness Prediction of Titanium Alloy during Abrasive Belt Grinding Based on an Improved Radial Basis Function (RBF) Neural Network
por: Shan, Kun, et al.
Publicado: (2023)

Influence of air abrasion tips and operation modes on enamel-cutting characteristics
por: Peruchi, Cláudia, et al.
Publicado: (2013)

Cutting efficiency of different dental materials utilized in an air abrasion system
por: Hassan, Umair, et al.
Publicado: (2017)

Evaluation of the Surface Roughness of Bulk-Fill Composite Resins after Submission to Acidic and Abrasive Aggressions
por: Tărăboanță, Ionuț, et al.
Publicado: (2022)

Comparative Analysis of Abrasive Materials and Polishing System on the Surface Roughness of Heat-Polymerized Acrylic Resins
por: Onwubu, Stanley Chibuzor, et al.
Publicado: (2021)

Impact of Preparation of Titanium Alloys on Their Abrasive Water Jet Machining
por: Štefek, Adam, et al.
Publicado: (2021)

Temperature Measurement during Abrasive Water Jet Machining (AWJM)
por: Bańkowski, Damian, et al.
Publicado: (2022)

Process Parameter Modeling and Optimization of Abrasive Water Jet Dressing Fixed-Abrasive Pad Based on Box–Behnken Design
por: Wang, Zhankui, et al.
Publicado: (2022)

Preliminary Studies into Cutting of a Novel Two Component 3D-Printed Stainless Steel–Polymer Composite Material by Abrasive Water Jet
por: Szatkiewicz, Tomasz, et al.
Publicado: (2023)

Analysis of Vibration, Deflection Angle and Surface Roughness in Water-Jet Cutting of AZ91D Magnesium Alloy and Simulation of Selected Surface Roughness Parameters Using ANN
por: Biruk-Urban, Katarzyna, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_9biv5qgb34md0qe1c5lih0nhq2