Frontiers in Mechanical Engineering | Digital Manufacturing

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

423 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

398 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

1,493 views

Review

Published on 10 Dec 2025

MEMS sensors and biomechanical integration for the dynamic control of prosthetic hands: a scoping review

in Digital Manufacturing

Giuliana Baiamonte
Zeina Elrawashdeh
Salvatore Marrone
Michele Calì

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1736935

1,096 views

Correction

Published on 10 Dec 2025

Correction: Designing an E-smart manufacturing readiness assessment tool for small and medium automotive businesses

in Digital Manufacturing

Frontiers Production Office

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1731677

549 views

Original Research

Published on 11 Nov 2025

Strain energy-based gear mesh stiffness modeling and synthetic data generation for AI-driven fault diagnosis in smart manufacturing

in Digital Manufacturing

Phong-Dien Nguyen
Tuan-Dong Pham
Danh-Thanh-Binh Do
Jin-Wei Liang
Trong-Du Nguyen

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1682102

1,215 views

Original Research

Published on 03 Nov 2025

Automatic water-saving irrigation technology for farmland based on PSO-ELM algorithm and micro control unit

in Digital Manufacturing

Hong Ji
Dongfang Song
Chuansheng Zhang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1619319

910 views

Original Research

Published on 03 Nov 2025

Load detection of industrial robots in manufacturing environment based on improved FNO network

in Digital Manufacturing

Fangyong Gao
Dechang Xie
Yu Xie

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1666911

757 views

Review

Published on 30 Oct 2025

A survey on artificial intelligence in nuclear emergency preparedness and response

in Digital Manufacturing

Chaima Jendoubi

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1594397

1,604 views

Original Research

Published on 20 Oct 2025

Designing an E-smart manufacturing readiness assessment tool for small and medium automotive businesses

in Digital Manufacturing

Syed Radzi Rahamaddulla
Shahryar Sorooshian
Azim Azuan Osman
Ahmad Nazif Noor Kamar
Zulkiflle Leman

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1540287

2,015 views

Original Research

Published on 15 Oct 2025

Bridging multimodal microscopy for advanced characterization on nuclear fuel using machine learning

in Digital Manufacturing

Haarika Manda
Liang Zhao
Rahul Reddy Kancharla
Xianghui Xiao
Charith Purushotham
Yalei Tang
Peng Xu
Tiankai Yao
Fei Xu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1619834

1,345 views

Original Research

Published on 30 Sep 2025

A control method for center-of-gravity deviation in locomotive bogies based on an improved Grey Wolf Optimization algorithm

in Digital Manufacturing

Renzun Zhu
Jinhe Chen
Simin Li

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1646395

1,077 views

Original Research

Published on 29 Sep 2025

A hybrid FAHP–entropy–TOPSIS model for selecting the facility layout in small-scale manufacturing

in Digital Manufacturing

Parveen Sharma
Kashmir Singh Ghatorha
Lenka Cepova
Nillohit Mitra Ray
Ajay Kumar
Saneh Lata Yadav
Vladimira Schindlerova
Rakesh Kumar Phanden

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1666571

8,713 views

Review

Published on 29 Aug 2025

Non-conventional machining of Monel-400 alloy: a critical review of techniques, challenges, and sustainable prospects

in Digital Manufacturing

Kamalpreet Singh
Raman Kumar
Sehijpal Singh
Rajender Kumar
Fadhil Faez Sead
Jasmina Lozanović

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1639320

2,376 views

Original Research

Published on 20 Aug 2025

Digital twin integration in metalworking: enhancing efficiency and predictive maintenance

in Digital Manufacturing

William Villegas-Ch
Rommel Gutierrez
Jaime Govea

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1655565

3,883 views

Original Research

Published on 20 Aug 2025

AI-based tool wear prediction with feature selection from sound signal analysis

in Digital Manufacturing

Viet Q. Vu
Tien-Ninh Bui
Minh-Quang Tran

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1608067

2,787 views

Original Research

Published on 08 Aug 2025

A novel approach to recoil pad enhancement in rifles via topological design with material extrusion and SLA

in Digital Manufacturing

Mamoun Alshihabi
Tülin Bilge
Mevlüt Yunus Kayacan
Muhammad Umar Farooq
Shafahat Ali

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1653341

1,681 views

Original Research

Published on 24 Jun 2025

A digitizing craftsmanship: a comparative study of traditional vs. SDF-based shoe last making using 3D scanning and computer numerical control technologies

in Digital Manufacturing

G. Surya
Anbarasan P.
B. Suresh

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1610798

1,757 views
1 citation

Review

Published on 09 Jun 2025

Comprehensive review of vibration-assisted welding processes: Mechanisms, applications, and future directions

in Digital Manufacturing

Rajeev Ranjan
Robert Cep
Ashwini Kumar
Mayank Srivastava
Faisal Altarazi
Namrata Dogra
Ajay Kumar
Subhash Chand
S. P. Samal

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1550928

3,505 views
3 citations

Original Research

Published on 03 Jun 2025

Acoustic emission approach to optimize friction stir additive manufacturing process for magnesium alloy ZE41

in Digital Manufacturing

Divya Zindani
A. K. Lakshminarayanan
A. Joshua
Robert Čep
K. Logesh

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1412251

2,194 views

Original Research

Published on 26 May 2025

Enhancing tool condition monitoring in friction stir welding with probabilistic neural network algorithm

in Digital Manufacturing

Balachandar Krishnamurthy
Jegadeeshwaran Rakkiyannan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1613216

2,218 views
1 citation

Original Research

Published on 23 May 2025

Optimization of welding strength in the tungsten inert gas welding process for aluminium alloys

in Digital Manufacturing

Amit Gupta
Rajeev Ranjan
Robert Cep
Ajay Kumar
Sanjay Kumar Jha
Faisal Altarazi
Ashish Kumar
Namrata Dogra

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1569059

2,814 views
4 citations

Review

Published on 17 Apr 2025

Advances in fault detection techniques for automated manufacturing systems in industry 4.0

in Digital Manufacturing

Yassmin Seid Ahmed
Abba A. Abubakar
Abul Fazal M. Arif
Fadi A. Al-Badour

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1564846

6,783 views
5 citations

Original Research

Published on 27 Jan 2025

Qualitative evaluation of kerf taper angle of conventionally drilled holes in glass fiber epoxy composite

in Digital Manufacturing

Dipak S. Patil
Manmohan M. Bhoomkar
Neeraj Sunheriya
Jayant Giri
Atul Kulkarni
Lalit N. Patil
Lalit K. Toke
Thanikodi Sathish
Mohammad Kanan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1513269

1,780 views
3 citations

93 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

Artificial intelligence and robotics in predictive maintenance: a comprehensive review

MEMS sensors and biomechanical integration for the dynamic control of prosthetic hands: a scoping review

Correction: Designing an E-smart manufacturing readiness assessment tool for small and medium automotive businesses

Strain energy-based gear mesh stiffness modeling and synthetic data generation for AI-driven fault diagnosis in smart manufacturing

Automatic water-saving irrigation technology for farmland based on PSO-ELM algorithm and micro control unit

Load detection of industrial robots in manufacturing environment based on improved FNO network

A survey on artificial intelligence in nuclear emergency preparedness and response

Designing an E-smart manufacturing readiness assessment tool for small and medium automotive businesses

Bridging multimodal microscopy for advanced characterization on nuclear fuel using machine learning

A control method for center-of-gravity deviation in locomotive bogies based on an improved Grey Wolf Optimization algorithm

A hybrid FAHP–entropy–TOPSIS model for selecting the facility layout in small-scale manufacturing

Non-conventional machining of Monel-400 alloy: a critical review of techniques, challenges, and sustainable prospects

Digital twin integration in metalworking: enhancing efficiency and predictive maintenance

AI-based tool wear prediction with feature selection from sound signal analysis

A novel approach to recoil pad enhancement in rifles via topological design with material extrusion and SLA

A digitizing craftsmanship: a comparative study of traditional vs. SDF-based shoe last making using 3D scanning and computer numerical control technologies

Comprehensive review of vibration-assisted welding processes: Mechanisms, applications, and future directions

Acoustic emission approach to optimize friction stir additive manufacturing process for magnesium alloy ZE41

Enhancing tool condition monitoring in friction stir welding with probabilistic neural network algorithm

Optimization of welding strength in the tungsten inert gas welding process for aluminium alloys

Advances in fault detection techniques for automated manufacturing systems in industry 4.0

Qualitative evaluation of kerf taper angle of conventionally drilled holes in glass fiber epoxy composite