Original Research
Published on 25 Sep 2024
Forecasting models analysis for predictive maintenance
in Digital Manufacturing
Frontiers in Manufacturing Technology
doi 10.3389/fmtec.2024.1475078
- 7,003 views
- 6 citations
31 articles related to "Predictive Maintenance"
Articles
Original Research
Published on 12 Jan 2026
Health state prediction with reinforcement learning for predictive maintenance
in AI in Business
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1720140
- 1,127 views
Original Research
Published on 20 Sep 2022
Integrated design of an aerial soft-continuum manipulator for predictive maintenance
in Soft Robotics
Frontiers in Robotics and AI
doi 10.3389/frobt.2022.980800
- 4,691 views
- 8 citations
Original Research
Published on 08 Dec 2025
An information processing theory framework for intelligent fault diagnosis and predictive maintenance
in Mechatronics
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2025.1724801
- 1,026 views
Original Research
Published on 20 Aug 2025
Digital twin integration in metalworking: enhancing efficiency and predictive maintenance
in Digital Manufacturing
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2025.1655565
- 4,326 views
Original Research
Published on 17 Dec 2020
Intelligent Predictive Maintenance and Remote Monitoring Framework for Industrial Equipment Based on Mixed Reality
in Digital Manufacturing
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2020.578379
- 17,205 views
- 62 citations
Original Research
Published on 18 Dec 2024
An intelligent predictive maintenance system based on random forest for addressing industrial conveyor belt challenges
in Mechatronics
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2024.1383202
- 6,252 views
- 11 citations
Original Research
Published on 16 Nov 2020
Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0
in AI in Business
Frontiers in Artificial Intelligence
doi 10.3389/frai.2020.578152
- 24,204 views
- 39 citations
Original Research
Published on 27 Jan 2026
Federated learning for critical electrical infrastructure—handling data heterogeneity for predictive maintenance of substation equipment
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1697175
- 777 views
Original Research
Published on 25 Aug 2021
A Predictive Maintenance Model for Flexible Manufacturing in the Context of Industry 4.0
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2021.663466
- 22,575 views
- 50 citations
Original Research
Published on 06 Sep 2022
A novel method for life estimation of power transformers using fuzzy logic systems: An intelligent predictive maintenance approach
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.977665
- 7,929 views
- 6 citations
Editorial
Published on 08 Feb 2021
Editorial: Data-Driven Cognitive Manufacturing—Applications in Predictive Maintenance and Zero Defect Manufacturing
in Mobile and Ubiquitous Computing
Frontiers in Computer Science
doi 10.3389/fcomp.2020.633850
- 3,414 views
- 3 citations
Original Research
Accepted on 16 Dec 2025
Integration of Digital Twins and Machine Learning for Predictive Maintenance Using APAR Method Rules in Non-residential Buildings
in Indoor Environment
Frontiers in Built Environment
- 276 views
Methods
Published on 14 Sep 2022
Method for predicting dynamic loads for a health monitoring system for subway tracks
in Solid and Structural Mechanics
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2022.858424
- 2,964 views
- 4 citations
Original Research
Published on 07 Jan 2025
Optimizing electric bus performance via predictive maintenance: a combined experimental and modeling approach
in Transportation Electrification
Frontiers in Future Transportation
doi 10.3389/ffutr.2024.1506866
- 3,969 views
- 8 citations
Original Research
Published on 03 Sep 2021
The “DOLPHINS” Project: A Low-Cost Real-Time Multivariate Process Control From Large Sensor Arrays Providing Sparse Binary Data
in Analytical Chemistry
Frontiers in Chemistry
doi 10.3389/fchem.2021.734132
- 3,310 views
- 2 citations