Prediction of wear loss quantities of ferro-alloy coating using different machine learning algorithms

Gaussian process regression for tool wear prediction

(2018) Dongdong Kong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Effect of heat input on microstructure, wear and friction behavior of (wt.-%) 50FeCrC-20FeW-30FeB coating on AISI 1020 produced by using PTA welding

(2018) Cihan Özel et al.   PLoS One

Enhanced wear resistance of molybdenum nitride coatings deposited by high power impulse magnetron sputtering by using micropatterned surfaces

(2018) M. Kommer et al.   SURFACE & COATINGS TECHNOLOGY

Galvanically induced potentials to enable minimal tribochemical wear of stainless steel lubricated with sodium chloride and ionic liquid aqueous solution

(2018) Tobias Amann et al.   Friction

Characterizing the magnetic memory signals on the surface of plasma transferred arc cladding coating under fatigue loads

(2017) Haihong Huang et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

An integrated Gaussian process regression for prediction of remaining useful life of slow speed bearings based on acoustic emission

(2017) S.A. Aye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Microstructure and wear resistance performance of Cu–Ni–Mn alloy based hardfacing coatings reinforced by WC particles

(2016) Jun Liu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Establishing quantitative structure tribo-ability relationship model using Bayesian regularization neural network

(2016) Xinlei Gao et al.   Friction

The effect of microstructure on abrasive wear of a Fe–Cr–C–Nb hardfacing alloy deposited by the open arc welding process

(2015) E.O. Correa et al.   SURFACE & COATINGS TECHNOLOGY

Artificial neural network prediction of aging effects on the wear behavior of IN706 superalloy

(2015) Osman Palavar et al.   MATERIALS & DESIGN

Hardfacing using ferro-alloy powder mixtures by submerged arc welding

(2014) Ramin Zahiri et al.   SURFACE & COATINGS TECHNOLOGY

Tribological properties and wear prediction model of TiC particles reinforced Ni-base alloy composite coatings

(2014) Ye-fa TAN et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

Evolutionary support vector regression algorithm applied to the prediction of the thickness of the chromium layer in a hard chromium plating process

(2013) F. Sánchez Lasheras et al.   APPLIED MATHEMATICS AND COMPUTATION

Gaussian processes for time-series modelling

(2013) S. Roberts et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Continuous tool wear prediction based on Gaussian mixture regression model

(2012) Guofeng Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

Boride coatings on steel using shielded metal arc welding electrode: Microstructure and hardness

(2009) Mehmet Eroglu   SURFACE & COATINGS TECHNOLOGY

Effect of molybdenum on the microstructure and wear resistance of Fe-based hardfacing coatings

(2007) X.H. Wang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING