Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Arias Chao, Manuel"'
Lithium-Ion (Li-I) batteries have recently become pervasive and are used in many physical assets. To enable a good prediction of the end of discharge of batteries, detailed electrochemical Li-I battery models have been developed. Their parameters are
Externí odkaz:
http://arxiv.org/abs/2012.04010
Publikováno v:
In Reliability Engineering and System Safety January 2022 217
Publikováno v:
In Neurocomputing 24 September 2021 454:324-338
The combination of physics and engineering information with data-driven methods like machine learning (ML) and deep learning is gaining attention in various research fields. One of the promising practical applications of such hybrid methods is for su
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::526a42bac6ef91c3524d0ae87718977f
Autor:
Arias Chao, Manuel
Complex engineered systems, such as infrastructures, power plants, and aircraft, are important for the proper functioning of modern societies and economies. Failures of these safety-critical systems can cause significant economic disruption and resul
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31e766a9b5faf4402fb5ac8269eb9e99
Publikováno v:
Data, Vol 6, Iss 5, p 5 (2021)
Data, 6 (1)
Data, 6 (1)
A key enabler of intelligent maintenance systems is the ability to predict the remaining useful lifetime (RUL) of its components, i.e., prognostics. The development of data-driven prognostics models requires datasets with run-to-failure trajectories.
Publikováno v:
arXiv
arXiv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f565617e1d3b3641e0f4fd8009791f4
https://hdl.handle.net/20.500.11850/430653
https://hdl.handle.net/20.500.11850/430653
With the increased availability of condition monitoring data on the one hand and the increased complexity of explicit system physics-based models on the other hand, the application of data-driven approaches for fault detection and isolation has recen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::de0764b39ab4e319a4c4e531f768f94c