Javier Díaz-Rozo

Donostia International Physics Center — Spain

Engineering · Physical Sciences

11h-index1.1kcitations38works1.42yr avg
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Research Topics

Machine Fault Diagnosis Techniques(8), Fault Detection and Control Systems(5), Smart Grid Energy Management(4), Digital Transformation in Industry(4), Gear and Bearing Dynamics Analysis(4)

Publications36 total

Enhancing non-stationary rotodynamic monitoring through current signature analysis
Expert Systems with Applications·2026Open Access
Binned semiparametric Bayesian networks
arXiv (Cornell University)·2025Open Access
Cost-effective bridge health monitoring <i>via</i> automated operational modal analysis using low-cost adaptable and reliable accelerometers
Structure and Infrastructure Engineering·2025Open Access
Advanced Fault Detection in Steam Turbines Using Welch’s Method and Probabilistic Modeling
IFAC-PapersOnLine·2025Open Access
Advances in Run-to-Fail Ball Bearing Testbench: Bridging the Gap in Predictive Maintenance
Advances in industrial control·2025Open Access
Online Current Signature Analysis Approach for Cavitation Assessment in Hydraulic Pumps
IFAC-PapersOnLine·2025Open Access
Novel Model-Based Framework for Multi-Fault Analysis in Ball Bearings
IFAC-PapersOnLine·2025· 1 citedOpen Access
Online non-intrusive load monitoring: A review
Energy Nexus·2024· 13 citedOpen Access
Improving frequency-features by parametric study of data-driven SHM schemes
2024· 1 citedOpen Access
Fast bridge health monitoring deployment with transferable expertise
2024Open Access
A novel model-based Cauchy-Schwarz divergence condition indicator for gears monitoring during fluctuating speed conditions
Journal of Sound and Vibration·2024· 3 citedOpen Access
Non-intrusive condition monitoring based on event detection and functional data clustering
Engineering Applications of Artificial Intelligence·2023· 9 citedOpen Access
Remaining useful life estimation of ball-bearings based on motor current signature analysis
Reliability Engineering & System Safety·2023· 26 citedOpen Access
Mechanical rotor unbalance monitoring based on system identification and signal processing approaches
Journal of Sound and Vibration·2022· 23 citedOpen Access
Asymmetric HMMs for Online Ball-Bearing Health Assessments
IEEE Internet of Things Journal·2022· 9 citedOpen Access
Non-intrusive Load Monitoring Based on Event Detection and Unsupervised Learning for Airport Baggage Handling Systems
Advances in intelligent systems and computing·2021· 1 citedOpen Access
An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs
Advances in intelligent systems and computing·2021
Data-driven energy prediction modeling for both energy efficiency and maintenance in smart manufacturing systems
Energy·2021· 84 citedOpen Access
Adaptive predictive control for peripheral equipment management to enhance energy efficiency in smart manufacturing systems
Journal of Cleaner Production·2021· 15 citedOpen Access
Efficient Anomaly Detection in a Laser-Surface Heat-Treatment Process via Laser-Spot Tracking
IEEE/ASME Transactions on Mechatronics·2020· 3 citedOpen Access
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Frequent Co-authors

Pedro Larrañaga(17), Concha Bielza(17), Carlos Ocampo‐Martínez(13), Carlos Puerto-Santana(11), Alberto Ogbechie(9), David Atienza(5), David Atienza(4), Miguel Angel Bermeo-Ayerbe(4), David Cruz-Rangel(4), Cristian Puerto-Santana(3), M.A. Montealegre(2), Piera Alvarez(2), Carlos Laorden(2), Vincent Cocquempot(1), Oladele Owodunni(1), S. Hinduja(1), Jenny L. Diaz(1), Miguel A. Bermeo(1), Guillem Ramirez-Gargallo(1), Filippo Mantovani(1)