Prognostics

Remaining useful life prediction of lithium-ion battery with unscented particle filter technique

Qiang Miao, Lei Xie, Hengjuan Cui, Wei Liang, Michael Pecht

Citations: 482 • 2012

The use of Digital Twin for predictive maintenance in manufacturing

P. Aivaliotis, Konstantinos Georgoulias, George Chryssolouris

Citations: 411 • 2019

Particle filter-based prognostics: Review, discussion and perspectives

Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie‐Cécile Péra, Noureddine Zerhouni

Citations: 335 • 2015

Unsupervised Anomaly Detection of Industrial Robots Using Sliding-Window Convolutional Variational Autoencoder

Tingting Chen, Xueping Liu, Bizhong Xia, Wei Wang, Yongzhi Lai

Citations: 172 • 2020

Artificial intelligence in prognostics and health management of engineering systems

Sunday Ochella, Mahmood Shafiee, Fateme Dinmohammadi

Citations: 131 • 2021

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

Plamen Angelov

Citations: 99 • 2011

Evolving Fuzzy Rule-based Classifiers

Plamen Angelov, Xiaowei Zhou, Frank Klawonn

Citations: 59 • 2007

Model-based fault diagnosis/prognosis for wheeled mobile robots: a review

Maojiu Luo, Danyi Wang, Minh Hong Pham, Chang Boon Low, Junbo Zhang, D.H. Zhang, Yiyun Zhao

Citations: 51 • 2005

Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM)

Ali Rohan, Izaz Raouf, Heung Soo Kim

Citations: 50 • 2020

Prognostics and Health Management of Rotating Machinery of Industrial Robot with Deep Learning Applications—A Review

Prashant Kumar, Salman Khalid, Heung Soo Kim

Citations: 43 • 2023

A Review of Prognostic and Health Management (PHM) Methods and Limitations for Marine Diesel Engines: New Research Directions

Hla Gharib, György Kovács

Citations: 40 • 2023

Fault detection in a network of similar machines using clustering approach

Jay Lee, Edzel Lapira

Citations: 37 • 2012

Development of a Mobile Robot Test Platform and Methods for Validation of Prognostics-Enabled Decision Making Algorithms

Edward Balaban, Sriram Narasimhan, Matthew Daigle, Indranil Roychoudhury, Adam Sweet, Christopher Bond, Jos ́e R. Celaya, George Gorospe

Citations: 37 • 2020

Fault Diagnosis of Ball Screw in Industrial Robots Using Non-Stationary Motor Current Signals

Qibo Yang, Xiang Li, Yinglu Wang, Abhijeet Ainapure, Jay Lee

Citations: 36 • 2020

Advancing Measurement Science to Assess Monitoring, Diagnostics, and Prognostics for Manufacturing Robotics

Guixiu Qiao, Brian A. Weiss

Citations: 33 • 2020

Accuracy Degradation Analysis for Industrial Robot Systems

Guixiu Qiao, Brian A. Weiss

Citations: 32 • 2017

Reliability and Safety of Autonomous Systems Based on Semantic Modelling for Self-Certification

Osama Zaki, Matthew W. Dunnigan, Valentin Robu, David Flynn

Citations: 27 • 2021

Prognostics and Health Management of the Robotic Servo-Motor under Variable Operating Conditions

Hyewon Lee, Izaz Raouf, Jinwoo Song, Heung Soo Kim, Soobum Lee

Citations: 27 • 2023

Autonomous Vehicle Battery State-of-Charge Prognostics Enhanced Mission Planning

Bin Zhang, Liang Tang, Jonathan DeCastro, Michael Roemer, Kai Goebel

Citations: 25 • 2020

A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms

Adalberto Polenghi, Laura Cattaneo, Marco Macchi

Citations: 22 • 2023