Listar por autor "Carnero, Alejandro"
Mostrando ítems 1-4 de 4
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Distributed federated and incremental learning for electric vehicles model development in Kafka-ML
With the increasing development and deployment of new systems for efficient and clean mobility, Electric Vehicles (EVs) are becoming more and more common among people. Those produce large amounts of data streams that need ... -
Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum
Carnero, Alejandro; Martín-Fernández, Cristian
; Torres, Daniel R.; Rubio-Muñoz, Bartolomé; Díaz-Rodríguez, Manuel (IEEE, 2021-08)
The Internet of Things (IoT) is constantly growing, generating an uninterrupted data stream pipeline to monitor physical world information. Hence, Artificial Intelligence (AI) continuously evolves, improving life quality ... -
Portable motorized telescope system for wind turbine blades damage detection
Carnero, Alejandro; Martín-Fernández, Cristian; Díaz-Rodríguez, Manuel (Wiley, 2023)
Wind turbines are among the fastest-growing sources of energy production and the maintenance operations include regular inspection of their blades, causing considerable downtime and cost. In addition, the manual inspection ... -
Structural health and intelligent monitoring of wind turbine blades with a motorized telescope
Carnero, Alejandro; Martín-Fernández, Cristian; Díaz-Rodríguez, Manuel (IEEE, 2023)
Currently, wind energy plays a fundamental role in the process of generating energy in a sustainable and environmentally friendly manner. However, their infrastructures require ongoing maintenance tasks that involve ...