LINEAR INFRASTRUCTURE EFFICIENCY IMPROVEMENT BY AUTOMATED LEARNING AND OPTIMISED PREDICTIVE MAINTENANCE TECHNIQUES

Resultado final

Methodologies and procedures for inferring three-dimensional alert-severity-intervention pattern space (cause-effect relationship’s knowledge). Supervised and unsupervised approaches.
eIMS impact analysis for road and rail networks cases
Hybrid methodology in different asset levels: Contribution to more accurate asset forecasting and nowcasting
Report on RAMS data collection and failure rate analysis at component level
Report on a tool for strategic decision assessment
Report on RAMS&LCC integrated models
Mid-term Dissemination & Communication Activities
Smart decision support framework
Operation and integration guidelines for eIMS
Dissemination & Communication Activities
Report on models and algorithms for decision support
Application of physical, data-driven and symbolic models from component to system level

Website operative

Expert-based evolution of the data structure

Publicaciones

Improving linear transport infrastructure efficiency by automated learning and optimised predictive maintenance techniques (INFRALERT)

Autores: Noemi Jiménez-Redondo, Alvaro Calle-Cordón, Ute Kandler, Axel Simroth, Francisco J Morales, Antonio Reyes, Johan Odelius, Aditya Thaduri, Joao Morgado, Emmanuele Duarte
Publicado en: IOP Conference Series: Materials Science and Engineering, Edición 236, 2017, Página(s) 012105, ISSN 1757-8981
Editor: IOP Conference Series: Materials Science and Engineering
DOI: 10.1088/1757-899x/236/1/012105

Historical maintenance relevant information road-map for a self-learning maintenance prediction procedural approach

Autores: Francisco J. Morales, Antonio Reyes, Noelia Cáceres, Luis M. Romero, Francisco G. Benitez, Joao Morgado, Emanuel Duarte, Teresa Martins
Publicado en: IOP Conference Series: Materials Science and Engineering, Edición 236, 2017, Página(s) 012107, ISSN 1757-8981
Editor: IOP Conference Series: Materials Science and Engineering
DOI: 10.1088/1757-899x/236/1/012107

Integration of RAMS in LCC analysis for linear transport infrastructures. A case study for railways.

Autores: Álvaro Calle-Cordón, Noemi Jiménez-Redondo, F J Morales-Gámiz, F A García-Villena, Amir H S Garmabaki, Johan Odelius
Publicado en: IOP Conference Series: Materials Science and Engineering, Edición 236, 2017, Página(s) 012106, ISSN 1757-8981
Editor: IOP Conference Series: Materials Science and Engineering
DOI: 10.1088/1757-899x/236/1/012106

COMBINED RAMS AND LCC ANALYSIS IN RAILWAY AND ROAD TRANSPORT INFRASTRUCTURES

Autores: Álvaro Calle-Cordón, Noemi Jiménez-Redondo, F.J. Morales-Gámiz, F.A. García-Villena, Juan Jacobo Peralta, A.H.S Garmabaki, Stephen Famurewa, J. Odelius, Emanuel Duarte, João Morgado
Publicado en: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018
Editor: TRA2018

THE DEVELOPMENT OF AN INFORMATION SYSTEM TO SUPPORT AND AUTOMATE LINEAR INFRASTRUCTURE MANAGEMENT

Autores: João Morgado; Emanuel Duarte
Publicado en: Proceedings of World Conference on Pavement and Asset Management, WCPAM2017, Edición WCPAM2017, June 2017, 2017
Editor: WCPAM2017
DOI: 10.5281/zenodo.1284904

AUTOMATIC PREDICTION OF MAINTENANCE INTERVENTION TYPES IN ROADS USING MACHINE LEARNING AND HISTORICAL RECORDS

Autores: Francisco J. Morales, Antonio Reyes, Noelia Caceres, Luis M. Romero, Francisco G. Benitez
Publicado en: Transportation Research Record (Journal of the Transportation Research Board), 2018
Editor: Sage Publications
DOI: 10.5281/zenodo.1297504

INFRALERT: IMPROVING LINEAR TRANSPORT INFRASTRUCTURE EFFICIENCY BY AUTOMATED LEARNING AND OPTIMISED PREDICTIVE MAINTENANCE TECHNIQUES

Autores: Jiménez-Redondo, Noemi; Calle Cordón, Álvaro; Kandler, Ute; Simroth, Axel; Reyes, Antonio; Morales, Francisco J.; Odelius, Johan; Famurewa, Stephen; Iorio, Daniele; Fruttero, Marco; Juszt, András; Hanák, Tamás; Morgado, João; Duarte, Emanuel
Publicado en: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018
Editor: TRA2018

DECISION SUPPORT FOR TACTICAL PLANNING OF MAINTENANCE ACTIVITIES – A USE CASE FOR THE INFRALERT PROJECT

Autores: Ute Kandler, Axel Simroth
Publicado en: Proceedings of International Conference on Operations Research (OR2017), 2017, ISSN 0721-5924
Editor: Operations Research Society - Springer

DECISION SUPPORT FOR TACTICAL PLANNING – A USE CASE FOR THE INFRALERT PROJECT

Autores: Ute Kandler, Axel Simroth, João Morgado, Emanuel Duarte
Publicado en: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018
Editor: TRA2018

AUTOMATIC PREDICTION OF MAINTENANCE INTERVENTION TYPES IN TRANSPORT LINEAR INFRASTRUCTURES USING MACHINE LEARNING

Autores: Antonio Reyes, Francisco J. Morales, Noelia Caceres, Luis M. Romero, Francisco G. Benitez, Joao Morgado, Emanuel Duarte, Teresa Martins
Publicado en: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018
Editor: TRA2018

Resultado final

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