Zobrazeno 1 - 10
of 104
pro vyhledávání: '"Julio J. Valdés"'
Publikováno v:
Annual Conference of the PHM Society. 13
Rapid developments in sensor technology, data processing tools and data storage capability have helped fuel an increased appetite for equipment health monitoring in mechanical systems. As a result, the number of sensors and amount of data collected f
Publikováno v:
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1 ISBN: 9783030899059
This paper presents a novel approach for the analysis of time series, using Process Mining conformance checking measures as features describing the series’ models, in conjunction with machine learning techniques. The presented approach aims at iden
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::99780e4c570b23684726035f435add2f
https://doi.org/10.1007/978-3-030-89906-6_42
https://doi.org/10.1007/978-3-030-89906-6_42
Publikováno v:
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1 ISBN: 9783030899059
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1
Process Mining (PM) approaches for the analysis of time series bring interesting new perspectives because of the structural and behavioral information that could be extracted when the series are represented as event logs. This paper presents a Proces
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e13c9d300f7099c9a0233e370165482f
https://doi.org/10.1007/978-3-030-89906-6_53
https://doi.org/10.1007/978-3-030-89906-6_53
Autor:
Alain B. Tchagang, Julio J. Valdés
Publikováno v:
CCECE
In recent years, Quantum Mechanics (QM) has been combined with Machine Learning (ML) algorithms to speed up the design of molecules, drugs and materials. These paradigms known as QM↔ML have been successful in providing the precision of QM at the sp
Autor:
Julio J. Valdés, Antonio Pou
Publikováno v:
IJCNN
Meteorological satellites are crucial for understanding and forecasting the flow dynamics of the General Atmospheric Circulation System. They produce large amounts of image information whose analysis and interpretation poses numerous challenges. A co
Autor:
Pengcheng Xi, Frank Knoefel, Rafik Goubran, Julio J. Valdés, Madison Cohen-McFarlane, Bruce Wallace
Publikováno v:
MeMeA
In light of the current COVID-19 pandemic response, researchers around the world have been evaluating ways to support all aspects of disease identification, monitoring and tracking. The idea of using audio-based processing methods to evaluate cough e
Autor:
Julio J. Valdés, Rafik Goubran, Madison Cohen-McFarlane, Bruce Wallace, Frank Knoefel, Pengcheng Xi
Publikováno v:
MeMeA
Remote monitoring and measurement are valuable tools for medical applications and they are particularly important in the context of pandemic outbreaks, like the current COVID-19. This paper presents an analysis of sound measurements of cough events f
Autor:
Clemente Ibarra-Castanedo, Shashank Pant, Luca Zanotti-Fragonara, Muflih Alhammad, Mohammad Ahmadi, Xavier Maldague, Shakeb Deane, Parham Nooralishahi, Marc Genest, Argyrios C. Zolotas, Nicolas P. Avdelidis, Julio J. Valdés
Publikováno v:
Thermosense: Thermal Infrared Applications XLIII.
Diagnosis and prognosis of failures for aircrafts’ integrity are some of the most important regular functionalities in complex and safety-critical aircraft structures. Further, development of failure diagnostic tools such as Non-Destructive Testing
Autor:
Parham Nooralishahi, Clemente Ibarra-Castanedo, Shakeb Deane, Argyrios C. Zolotas, Shashank Pant, Nicolas P. Avdelidis, Julio J. Valdés, Xavier Maldague, Marc Genest
Publikováno v:
Sensors
Volume 21
Issue 5
Sensors (Basel, Switzerland)
Sensors, Vol 21, Iss 1604, p 1604 (2021)
Volume 21
Issue 5
Sensors (Basel, Switzerland)
Sensors, Vol 21, Iss 1604, p 1604 (2021)
Unmanned Aerial Vehicles (UAVs) that can fly around an aircraft carrying several sensors, e.g., thermal and optical cameras, to inspect the parts of interest without removing them can have significant impact in reducing inspection time and cost. One
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7003a33e2ec43e10ab5de98cbd2abfcb
https://dspace.lib.cranfield.ac.uk/handle/1826/16429
https://dspace.lib.cranfield.ac.uk/handle/1826/16429
Publikováno v:
SSCI
In this work, the sensor data from a gas turbine system is analyzed with the objective of failure modeling and prediction. Several maintenance incidents were recorded by the sensor system in two separate vehicles. Two approaches to selecting training
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::65d2920cf2aca7f59bf00a3edb9857af
https://doi.org/10.1109/ssci47803.2020.9308271
https://doi.org/10.1109/ssci47803.2020.9308271