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RAILS

Financiado

Cerrado

Roadmaps for A.I. integration in the raiL Sector

"The overall objective of the RAILS research project is to investigate the potential of Artificial Intelligence (A.I.) approaches in the rail sector and contribute to the definition of roadmaps for future research in next generati... ver más

30/06/2023

CINI

300K€

Presupuesto del proyecto: 300K€

Líder del proyecto

CONSORZIO INTERUNIVERSITARIO NAZIONALE PER LI... No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

Fecha límite participación Sin fecha límite de participación.

Ver 4 Participantes

Financiación concedida El organismo H2020 notifico la concesión del proyecto el día 2023-06-30

S2R-OC-IPX-01-2019: Artificial Intelligence (A.I.) for... Specific Challenge:For the full topic description, please refer to Annex II of the 2019 Annual Work...

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Este proyecto no cuenta con búsquedas de partenariado abiertas en este momento.

Información adicional privada

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4 Participantes

CINI

77.50K€ | Lider

LINNEUNIVERSITETET

43.13K€ | Participante

UNIVLEEDS

107.82K€ | Participante

TU Delft

71.51K€ | Participante

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Duración del proyecto: 43 meses Fecha Inicio: 2019-11-29
Fecha Fin: 2023-06-30

Líder del proyecto

CONSORZIO INTERUNIVERSITARIO NAZIONALE PER LI... No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

Presupuesto del proyecto 300K€

Fecha límite de participación Sin fecha límite de participación.

Descripción del proyecto "The overall objective of the RAILS research project is to investigate the potential of Artificial Intelligence (A.I.) approaches in the rail sector and contribute to the definition of roadmaps for future research in next generation signalling systems, operational intelligence, and network management. RAILS will address the training of PhD students to support the research capacity in A.I. within the rail sector across Europe by involving research institutions in four different countries with a combined background in both computer science and transportation systems. RAILS will produce knowledge, ground breaking research and experimental proof-of-concepts for the adoption of A.I. in rail automation, predictive maintenance and defect detection, traffic planning and capacity optimization. To that aim, RAILS will combine A.I. paradigms with the Internet of Things, in order to leverage on the big amount of data generated by smart sensors and applications. The research activities will be conducted in continuity with ongoing research in railways, but the methodological and technological concepts developed in RAILS are expected to stimulate further innovation providing new research directions to improve reliability, maintainability, safety, security, and performance. With respect to safety, emerging threats and certification issues will be addressed when adopting A.I. in autonomous and cooperative driving, based on the concepts of ""explainable A.I."" and ""Trustworthy AI"". With respect to cyber-physical threat detection, innovative approaches will be developed based on A.I. models like Artificial Neural Networks and Bayesian Networks together with multi-sensor data fusion and artificial vision. Resilience and optimization techniques based on genetic algorithms and self-healing will be addressed to face failures and service disruptions as well as to increase efficiency and line capacity. All those techniques will pave the way to the development of the new ""Railway 4.0"". "

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