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Journal Articles

Tribological behaviors and COF estimation of textured leaded brass/C45 friction pairs utilizing time-series prediction method of CPO-BiLSTM

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Accepted Manuscript
Fanglong Yin, Jixian Deng, Zhonghai Ma, Songlin Nie, Hui Ji, Zhuangzhuang He
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol.
Paper No: TRIB-25-1117
https://doi.org/10.1115/1.4068604
Published Online: May 5, 2025
View Articletitled, Tribological behaviors and COF estimation of textured leaded brass/C45 friction pairs utilizing time-series prediction method of CPO-BiLSTM
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Topics: Brass (Metal), Friction, Texture (Materials), Time series, Tribology, Wear, Algorithms, Steel, Abrasion, Aerospace industry
Journal Articles

A Novel Fault Identification Method for Rolling Bearing

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Yongpeng Li, Mingyue Yu, Guanglei Meng, Yunbo Wang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2025, 147(7): 074302.
Paper No: TRIB-24-1352
https://doi.org/10.1115/1.4067809
Published Online: March 17, 2025
View Articletitled, A Novel Fault Identification Method for Rolling Bearing
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Topics: Algorithms, Bearings, Rolling bearings, Signals, Vibration, Sensors
Includes: Supplementary data
Journal Articles

Analysis of the Frictional Properties of Carbon Nanotube-Coated Aramid Fiber-Reinforced Epoxy Composites Using Machine Learning Techniques

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Mayank Singh, Ritendra Yadav, Srihari Dodla, Rakesh Kumar Gautam
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. June 2025, 147(6): 061403.
Paper No: TRIB-24-1307
https://doi.org/10.1115/1.4067808
Published Online: February 14, 2025
View Articletitled, Analysis of the Frictional Properties of Carbon Nanotube-Coated Aramid Fiber-Reinforced Epoxy Composites Using Machine Learning Techniques
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Topics: Artificial neural networks, Composite materials, Epoxy resins, Fibers, Friction, Machine learning, Polymer composites, Stress, Tribology, Optimization
Journal Articles

Transfer Models and Standard Models for Predicting Wear-Rates on the Basis of Friction Noise: A Comparative Study

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Honghao Zhao, Mingxuan Wang, Yuquan Liu, Ping Deng, Xin Hu, Fei Guo
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. June 2025, 147(6): 061702.
Paper No: TRIB-24-1517
https://doi.org/10.1115/1.4067816
Published Online: February 14, 2025
View Articletitled, Transfer Models and Standard Models for Predicting Wear-Rates on the Basis of Friction Noise: A Comparative Study
Open the PDF for Transfer Models and Standard Models for Predicting Wear-Rates on the Basis of Friction Noise: A Comparative Study in another window
Topics: Algorithms, Friction, Noise (Sound), Wear, Feature selection
Journal Articles

Data-Driven Prediction of Coefficient of Friction in Wet Friction Components: A Model Development and Interpretability Analysis

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Jianpeng Wu, Peng Zhao, Jiahao Cui, Liyong Wang, Chengbing Yang, Jianping Ouyang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2025, 147(7): 074601.
Paper No: TRIB-24-1388
https://doi.org/10.1115/1.4067111
Published Online: November 26, 2024
View Articletitled, Data-Driven Prediction of Coefficient of Friction in Wet Friction Components: A Model Development and Interpretability Analysis
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Topics: Algorithms, Friction, Pressure, Temperature, Wireless power transfer
Journal Articles

A Novel Method for Bearing Fault Diagnosis Based on Novel Feature Sets With Machine Learning Technique

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Asmita R. Mali, P. V. Shinde, Amit Prakash Patil, Vishal G. Salunkhe, R. G. Desavale, Prashant S. Jadhav
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. February 2025, 147(2): 024301.
Paper No: TRIB-24-1161
https://doi.org/10.1115/1.4066306
Published Online: September 13, 2024
View Articletitled, A Novel Method for Bearing Fault Diagnosis Based on Novel Feature Sets With Machine Learning Technique
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Topics: Algorithms, Bearings, Machine learning, Vibration, Signals
Journal Articles

Research on Ferrographic Image Fault Diagnosis Based on Channel Overlapping Technique and Information Fusion Mechanism

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Xie Fei, Wei Haijun
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2024, 146(7): 074601.
Paper No: TRIB-23-1178
https://doi.org/10.1115/1.4064858
Published Online: March 25, 2024
View Articletitled, Research on Ferrographic Image Fault Diagnosis Based on Channel Overlapping Technique and Information Fusion Mechanism
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Topics: Algorithms, Convolutional neural networks, Fault diagnosis, Deep learning, Computers, Computation
Journal Articles

A Fast Calculation Approach for Elastohydrodynamic Finite Line Contacts Applicable to Online Calculations of Rolling Bearing Models

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Di Yang, Xi Wang, Yu Hou
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2024, 146(7): 074101.
Paper No: TRIB-23-1274
https://doi.org/10.1115/1.4064396
Published Online: March 13, 2024
View Articletitled, A Fast Calculation Approach for Elastohydrodynamic Finite Line Contacts Applicable to Online Calculations of Rolling Bearing Models
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Topics: Algorithms, Bearings, Film thickness, Pressure, Rolling bearings, Stress, Rollers, Lubricants, Fluids
Journal Articles

Experimental Investigation of the Influence of Various Wear Parameters on the Tribological Characteristics of AZ91 Hybrid Composites and Their Machine Learning Modeling

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Dhanunjay Kumar Ammisetti, S. S. Harish Kruthiventi
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. May 2024, 146(5): 051704.
Paper No: TRIB-23-1293
https://doi.org/10.1115/1.4064397
Published Online: January 22, 2024
View Articletitled, Experimental Investigation of the Influence of Various Wear Parameters on the Tribological Characteristics of AZ91 Hybrid Composites and Their Machine Learning Modeling
Open the PDF for Experimental Investigation of the Influence of Various Wear Parameters on the Tribological Characteristics of AZ91 Hybrid Composites and Their Machine Learning Modeling in another window
Topics: Composite materials, Friction, Machine learning, Stress, Wear, Graphene, Tribology, Algorithms, Modeling
Journal Articles

An Improved Slicing Technique for Finite Line Contacts in the Modeling of Rolling Element Bearings

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Di Yang, Xi Wang, Yu Hou
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. August 2023, 145(8): 084302.
Paper No: TRIB-23-1037
https://doi.org/10.1115/1.4062364
Published Online: May 12, 2023
View Articletitled, An Improved Slicing Technique for Finite Line Contacts in the Modeling of Rolling Element Bearings
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Topics: Algorithms, Displacement, Fittings, Modeling, Pressure, Rolling bearings, Stress
Journal Articles

Small-Dataset Machine Learning for Wear Prediction of Laser Powder Bed Fusion Fabricated Steel

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Yi Zhu, Zijun Yuan, Michael M. Khonsari, Shuming Zhao, Huayong Yang
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2023, 145(9): 091101.
Paper No: TRIB-22-1333
https://doi.org/10.1115/1.4062368
Published Online: May 12, 2023
View Articletitled, Small-Dataset Machine Learning for Wear Prediction of Laser Powder Bed Fusion Fabricated Steel
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Topics: Algorithms, Artificial neural networks, Lasers, Machine learning, Wear, Temperature
Journal Articles

A Novel Incipient Fault Detection Technique for Roller Bearing Using Deep Independent Component Analysis and Variational Modal Decomposition

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Vishal G. Salunkhe, R. G. Desavale, S. M. Khot, Nitesh P. Yelve
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. July 2023, 145(7): 074301.
Paper No: TRIB-22-1353
https://doi.org/10.1115/1.4056899
Published Online: April 3, 2023
View Articletitled, A Novel Incipient Fault Detection Technique for Roller Bearing Using Deep Independent Component Analysis and Variational Modal Decomposition
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Topics: Algorithms, Bearings, Flaw detection, Independent component analysis, Roller bearings, Signals, Vibration, Failure, Statistics, Rotors
Journal Articles

Deriving Data-Driven Models That Relate Deterministic Surface Topography Parameters of As-Built Inconel 718 Surfaces to Laser Powder Bed Fusion Process Parameters

Free
Sean Detwiler, Bart Raeymaekers
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2022, 144(12): 121703.
Paper No: TRIB-22-1189
https://doi.org/10.1115/1.4055606
Published Online: September 26, 2022
View Articletitled, Deriving Data-Driven Models That Relate Deterministic Surface Topography Parameters of As-Built Inconel 718 Surfaces to Laser Powder Bed Fusion Process Parameters
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Topics: Lasers, Surface topography, Algorithms
Journal Articles

Performance Sensitivity Analysis of Natural Mineral Silicates Filled Friction Composites Using GD-ANN Approach

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Debarghya Saha, Bhabani K. Satapathy
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2022, 144(12): 121202.
Paper No: TRIB-22-1166
https://doi.org/10.1115/1.4055131
Published Online: August 24, 2022
View Articletitled, Performance Sensitivity Analysis of Natural Mineral Silicates Filled Friction Composites Using GD-ANN Approach
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Topics: Artificial neural networks, Braking, Composite materials, Friction, Stress, Temperature, Tribology, Wear, Sensitivity analysis, Algorithms
Includes: Supplementary data
Journal Articles

Implementation of the Elrod Algorithm in Practical Design of an Axial Lubricant Supply Groove in Journal Bearings

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Shanshan Wei, Morel Groper
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. December 2022, 144(12): 121801.
Paper No: TRIB-22-1138
https://doi.org/10.1115/1.4054961
Published Online: August 9, 2022
View Articletitled, Implementation of the Elrod Algorithm in Practical Design of an Axial Lubricant Supply Groove in Journal Bearings
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Topics: Algorithms, Bearings, Design, Film thickness, Journal bearings, Lubricants, Pressure, Stress, Cavitation
Journal Articles

Numerical Calculation of Fluid Film Force on Journal Bearings Based on a Biconjugate Gradient-Stabilized Algorithm

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Bin Wei, Yinghou Jiao, Xianglin Wu
Journal: Journal of Tribology
Publisher: ASME
Article Type: Technical Briefs
J. Tribol. November 2022, 144(11): 114502.
Paper No: TRIB-22-1057
https://doi.org/10.1115/1.4054976
Published Online: July 29, 2022
View Articletitled, Numerical Calculation of Fluid Film Force on Journal Bearings Based on a Biconjugate Gradient-Stabilized Algorithm
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Topics: Algorithms, Bearings, Boundary-value problems, Journal bearings, Lubricants, Pressure, Relaxation (Physics), Steady state, Rotors, Dynamic analysis
Journal Articles

Predicting the Erosion Rate of Uni-Directional Glass Fiber Reinforced Polymer Composites Using Machine-Learning Algorithms

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Ajaz Ahmed Deliwala, Koshlendra Dubey, Chandra Sekher Yerramalli
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. September 2022, 144(9): 091707.
Paper No: TRIB-22-1037
https://doi.org/10.1115/1.4054247
Published Online: May 3, 2022
View Articletitled, Predicting the Erosion Rate of Uni-Directional Glass Fiber Reinforced Polymer Composites Using Machine-Learning Algorithms
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Topics: Algorithms, Artificial neural networks, Erosion, Fibers, Machine learning, Particulate matter, Glass fibers, Composite materials, Fiber reinforced plastics
Journal Articles

Lubrication Characteristics of Water-Lubricated Rubber Bearings Based on an Improved Algorithm of the Mass Conservation Boundary Condition

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Gang Liu, Ming Li
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. August 2022, 144(8): 081804.
Paper No: TRIB-21-1403
https://doi.org/10.1115/1.4053701
Published Online: February 28, 2022
View Articletitled, Lubrication Characteristics of Water-Lubricated Rubber Bearings Based on an Improved Algorithm of the Mass Conservation Boundary Condition
Open the PDF for Lubrication Characteristics of Water-Lubricated Rubber Bearings Based on an Improved Algorithm of the Mass Conservation Boundary Condition in another window
Topics: Algorithms, Bearings, Boundary-value problems, Cavitation, Flow (Dynamics), Lubrication, Pressure, Water, Rubber, Fluids
Journal Articles

A Modified Discrete Scheme in the Ausas Cavitation Algorithm

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Wanjun Xu, Shanhui Zhao, Zhengyang Geng, Miaomiao Niu
Journal: Journal of Tribology
Publisher: ASME
Article Type: Technical Briefs
J. Tribol. June 2022, 144(6): 064501.
Paper No: TRIB-21-1463
https://doi.org/10.1115/1.4053470
Published Online: February 8, 2022
View Articletitled, A Modified Discrete Scheme in the Ausas Cavitation Algorithm
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Topics: Algorithms, Cavitation, Journal bearings
Journal Articles

Elasto-Hydrodynamic Model of Hybrid Journal Bearings for Aero-Engine Gear Fuel Pump Applications

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Jacopo Tacconi, Shahrokh Shahpar, Andrew King, Johannes-Paulus Olufeagba, Raymarn Khan, Ian Sant, Martin Yates
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. March 2022, 144(3): 031604.
Paper No: TRIB-21-1304
https://doi.org/10.1115/1.4052479
Published Online: November 9, 2021
View Articletitled, Elasto-Hydrodynamic Model of Hybrid Journal Bearings for Aero-Engine Gear Fuel Pump Applications
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Topics: Bearings, Equilibrium (Physics), Pressure, Stress, Journal bearings, Film thickness, Engines, Algorithms, Fuel pumps