Predictive maintenance

The use of Digital Twin for predictive maintenance in manufacturing

P. Aivaliotis, Konstantinos Georgoulias, George Chryssolouris

Citations: 411 • 2019

Overview of predictive maintenance based on digital twin technology

Zhong Dong, Zhelei Xia, Yi‐An Zhu, Jun-Hua Duan

Citations: 283 • 2023

Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance

P. Aivaliotis, Konstantinos Georgoulias, Zoi Arkouli, Sotiris Makris

Citations: 233 • 2019

Data-driven and Knowledge-based predictive maintenance method for industrial robots for the production stability of intelligent manufacturing

Xiaoqiao Wang, Mingzhou Liu, Conghu Liu, Lin Ling, Xi Zhang

Citations: 117 • 2023

Data analytics for predictive maintenance of industrial robots

Tawfik Borgi, Adel Hidri, Benjamin Neef, Mohamed Saber Naceur

Citations: 108 • 2017

A practical and synchronized data acquisition network architecture for industrial robot predictive maintenance in manufacturing assembly lines

Unai Izagirre, Imanol Andonegui, Itziar Landa-Torres, Urko Zurutuza

Citations: 47 • 2021

Robot fault detection and remaining life estimation for predictive maintenance

Riccardo Pinto, Tania Cerquitelli

Citations: 47 • 2019

A Cloud-to-Edge Approach to Support Predictive Analytics in Robotics Industry

Simone Panicucci, Nikolaos Nikolakis, Tania Cerquitelli, Francesco Ventura, Stefano Proto, Enrico Macii, Sotiris Makris, David A. Bowden, Paul Becker, Niamh O’Mahony, Lucrezia Morabito, Chiara Napione, Angelo Marguglio, Guido Coppo, Salvatore Andolina

Citations: 46 • 2020

Robotic Cell Reliability Optimization Based on Digital Twin and Predictive Maintenance

Dimitris Mourtzis, Sofia Tsoubou, John Angelopoulos

Citations: 42 • 2023

AI-Enabled Predictive Maintenance Framework for Autonomous Mobile Cleaning Robots

Sathian Pookkuttath, Mohan Rajesh Elara, Vinu Sivanantham, Balakrishnan Ramalingam

Citations: 37 • 2021

Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application

P. Aivaliotis, Zoi Arkouli, Konstantinos Georgoulias, Sotiris Makris

Citations: 36 • 2023

Advanced Predictive Maintenance with Machine Learning Failure Estimation in Industrial Packaging Robots

Özgür Turay Kaymakçı, Muharrem Mercımek

Citations: 34 • 2020

A Novel Remote Visual Inspection System for Bridge Predictive Maintenance

Alessandro Galdelli, Mariapaola D’Imperio, Gabriele Marchello, Adriano Mancini, Massimiliano Scaccia, Michele Sasso, Emanuele Frontoni, Ferdinando Cannella

Citations: 33 • 2022

Discussion on maintenance strategy, policy and corresponding maintenance systems in manufacturing

Shuo Wei Zeng

Citations: 32 • 1997

Predictive digital twins for autonomous surface vessels

Agus Hasan, Augie Widyotriatmo, Eirik Fagerhaug, Ottar L. Osen

Citations: 30 • 2023

Predictive Maintenance System using motor current signal analysis for Industrial Robot

Andrea Bonci, Sauro Longhi, Giacomo Nabissi, Federica Verdini

Citations: 28 • 2019

Predictive Maintenance Algorithms, Artificial Intelligence Digital Twin Technologies, and Internet of Robotic Things in Big Data-Driven Industry 4.0 Manufacturing Systems

Marek Nagy, Marcel Figura, Katarína Valášková, George Lăzăroiu

Citations: 27 • 2025

Design of a Wireless Sensor Node for Vibration Monitoring of Industrial Machinery

Alaa Abdulhady Jaber, Robert Bicker

Citations: 27 • 2016

A microservice architecture for predictive analytics in manufacturing

Nikolaos Nikolakis, Angelo Marguglio, G. Veneziano, Paul Greco, Simone Panicucci, Tania Cerquitelli, Enrico Macii, Salvatore Andolina, Kosmas Alexopoulos

Citations: 26 • 2020

Cost-based preventive maintenance of industrial robot system

Hongyan Dui, Huiting Xu, Luyu Zhang, Jia Wang

Citations: 26 • 2023