Frontiers in Mechanical Engineering

Original Research

Published on 14 Jan 2026

A transfer learning approach based tool wear detection in the turning process using vibration signals

in Digital Manufacturing

Sudhan Kasiviswanathan
Sakthivel Gnanasekaran

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1748014

955 views

Original Research

Published on 14 Jan 2026

Integrated machine learning and PSO framework for optimization of grinding forces in advanced manufacturing

in Digital Manufacturing

Maya M. Charde
Yogesh J. Bhalerao
Lenka Cepova
Sharadchandra N. Rashinkar
B. Swarna

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1754007

946 views

Original Research

Published on 13 Jan 2026

Enhancing convective heat transfer coefficient in a circular heat exchanger tube mounted with modified V-orifice (MVO): CFD analysis and correlations

in Heat Transfer Mechanisms and Applications

Amnart Boonloi
Withada Jedsadaratanachai

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1739706

779 views

Original Research

Published on 12 Jan 2026

Design and optimization of wireless sensor system for self-powered crawler crane based on piezoelectric energy harvesting

in Mechatronics

Yufang Sun
Huiqian Liu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1713677

809 views

Original Research

Published on 12 Jan 2026

Valley-protected topological interface states in metastructures with internal geometric rotation

in Mechatronics

Ying Wang
Shuang Yu
Chengcan Jiang
Jing Hu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1728504

907 views

Original Research

Published on 12 Jan 2026

Structural design and vibration characteristics of a contra-rotating drilling tool based on planetary gear trains

in Solid and Structural Mechanics

Li Qian
Liu Xuyong
Liu Huaiwei
Zhu Zhigang
Deng Hehong
Li Guangjun
Zhou Haina
Feng Xuming
Zeng Yuefei

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1739057

772 views

Original Research

Published on 12 Jan 2026

Design and development of a flexural spindle mechanism enabled in micro drilling machine tool within a PLM environment

in Solid and Structural Mechanics

Sachin Manohar Shinde
Sachin Solanke
Mohit Diwan
Kiran S. Bhole
Sachin Salunkhe
Robert Cep
Emad Abouel Nasr

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1609543

913 views

Original Research

Published on 09 Jan 2026

Spatial dependency enhanced dam safety evaluation: a digital-twin based monitoring platform integrating multi-sensor correlation analytics

in Solid and Structural Mechanics

Yanpian Mao
Lei Hu
Zhiyong Qi
Zhengyang Tang
Jin Yuan
Xuhuang Du
Zhongming Dong
Haowen Fang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1712960

1,130 views

Original Research

Published on 09 Jan 2026

Automatic identification of high-speed railway wheelset defects by integrating PointNet++ and Swin Transformer

in Engine and Automotive Engineering

Jun Ma
Xu Xue
Bingzhi Chen

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1708579

970 views

Original Research

Published on 08 Jan 2026

Research on fault diagnosis in the operation monitoring of permanent magnet synchronous motors through deep learning

in Mechatronics

Zhidong Guo
Xiaobei Pan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1687802

1,268 views

Original Research

Published on 08 Jan 2026

Guided wave based health monitoring of composite wind turbine blades: multi-level damage assessment

in Turbomachinery

Anjaly J. Pillai
Shirsendu Sikdar

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1658430

1,250 views
1 citation

Original Research

Published on 08 Jan 2026

A cable tension measurement method for transmission lines based on micro-vibration broadband phase motion magnification and deep learning

in Vibration Systems

Huang Zhiming
Wang Shuo
Wen Hongbing
Li Zixin

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1712049

798 views

Original Research

Published on 07 Jan 2026

Multi-objective optimization of a multiphase pump booster unit for enhanced hydraulic performance

in Turbomachinery

Pingyang Dong
Guangtai Shi
Yexiang Xiao
Haigang Wen
Wenjuan Lv
Xiaodong Peng

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1716347

695 views

Original Research

Published on 07 Jan 2026

Motor automation speed regulation method with sliding mode control and adaptive gain

in Mechatronics

Yu Zhang
Yuping Li

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1715466

907 views

Review

Published on 07 Jan 2026

Artificial intelligence and robotics in predictive maintenance: a comprehensive review

in Digital Manufacturing

Joseph Azeta
Theodore Tochukwu Omeche
Ilesanmi Daniyan
Johnson Opeyemi Abiola
Lanre Daniyan
Humbulani Simon Phuluwa
Rumbidzai Muvunzi

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1722114

6,353 views
2 citations

Original Research

Published on 07 Jan 2026

Application of Transformer neural networks for the classification of two-phase oil–water flow patterns in horizontal pipelines

in Fluid Mechanics

Leider Quintero-Arias
Carlos Mauricio Ruiz-Diaz
July A. Gómez-Camperos
Oscar M. H. Rodriguez
Aldo Pardo-Garcia

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1710934

1,046 views

Original Research

Published on 07 Jan 2026

Safety and security perception in shared autonomous shuttles: a user-centred evaluation of interface design and passenger behaviour

in Mechatronics

Christian Bolzmacher
Sabrina Panëels
Céphise Louison
Carlos Hidalgo
Mauricio Marcano
Sergio Diaz
Margarita Anastassova

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1677376

1,216 views

Original Research

Published on 06 Jan 2026

Enhancing risk-based engineering design: a hybrid fuzzy failure analysis with empirical validation

in Engine and Automotive Engineering

Ali Aghazadeh Ardebili
Alieh Sadeghpour Roshany
Mahdad Pourmadadkar
Mostafa Ghodsi
Elio Padoano
Marco Boscolo

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1732819

1,383 views

Original Research

Published on 06 Jan 2026

Effect of different wing geometries on their vibration characteristics

in Solid and Structural Mechanics

Nassear R. Hmoad
Anmar H. Ali
Ali Malik Saadoon
Aveen A. Abdulkareem
Amjed H. Albayati

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1729043

1,786 views
1 citation

Original Research

Published on 02 Jan 2026

Design of constant force polishing device for castings based on kinematic analysis

in Mechatronics

Feifei Zhao

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1710472

783 views

Original Research

Published on 02 Jan 2026

Microstructure of horizontally continuously cast Stellite rods

in Solid and Structural Mechanics

Anže Bajželj
Jaka Burja

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1735111

974 views
1 citation

Original Research

Published on 18 Dec 2025

Life prediction of NC machine tools based on DT technology and LSTM technology

in Mechatronics

Jiwu Wang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1727068

1,050 views

Original Research

Published on 18 Dec 2025

Fault diagnosis of large-scale electric pumping and irrigation electromechanical equipment by integrating CWT and swin transformer

in Mechatronics

Jin Chen

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1708745

896 views
1 citation

Original Research

Published on 16 Dec 2025

The influence of diesel pilot injection timing on the combustion and emission characteristics of a natural gas-diesel dual-fuel engine

in Engine and Automotive Engineering

Yue Wu
Tao Qiu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1736852

1,326 views

996 articles

articles

A transfer learning approach based tool wear detection in the turning process using vibration signals

Integrated machine learning and PSO framework for optimization of grinding forces in advanced manufacturing

Enhancing convective heat transfer coefficient in a circular heat exchanger tube mounted with modified V-orifice (MVO): CFD analysis and correlations

Design and optimization of wireless sensor system for self-powered crawler crane based on piezoelectric energy harvesting

Valley-protected topological interface states in metastructures with internal geometric rotation

Structural design and vibration characteristics of a contra-rotating drilling tool based on planetary gear trains

Design and development of a flexural spindle mechanism enabled in micro drilling machine tool within a PLM environment

Spatial dependency enhanced dam safety evaluation: a digital-twin based monitoring platform integrating multi-sensor correlation analytics

Automatic identification of high-speed railway wheelset defects by integrating PointNet++ and Swin Transformer

Research on fault diagnosis in the operation monitoring of permanent magnet synchronous motors through deep learning

Guided wave based health monitoring of composite wind turbine blades: multi-level damage assessment

A cable tension measurement method for transmission lines based on micro-vibration broadband phase motion magnification and deep learning

Multi-objective optimization of a multiphase pump booster unit for enhanced hydraulic performance

Motor automation speed regulation method with sliding mode control and adaptive gain

Artificial intelligence and robotics in predictive maintenance: a comprehensive review

Application of Transformer neural networks for the classification of two-phase oil–water flow patterns in horizontal pipelines

Safety and security perception in shared autonomous shuttles: a user-centred evaluation of interface design and passenger behaviour

Enhancing risk-based engineering design: a hybrid fuzzy failure analysis with empirical validation

Effect of different wing geometries on their vibration characteristics

Design of constant force polishing device for castings based on kinematic analysis

Microstructure of horizontally continuously cast Stellite rods

Life prediction of NC machine tools based on DT technology and LSTM technology

Fault diagnosis of large-scale electric pumping and irrigation electromechanical equipment by integrating CWT and swin transformer

The influence of diesel pilot injection timing on the combustion and emission characteristics of a natural gas-diesel dual-fuel engine