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

Deliverables

Methodologies and procedures for inferring three-dimensional alert-severity-intervention pattern space (cause-effect relationship’s knowledge). Supervised and unsupervised approaches.

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

eIMS impact analysis for road and rail networks cases

Hybrid methodology in different asset levels: Contribution to more accurate asset forecasting and nowcasting

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 RAMS data collection and failure rate analysis at component level

Report on a tool for strategic decision assessment

Report on a tool for strategic decision assessment

Report on RAMS&LCC integrated models

Report on RAMS&LCC integrated models

Mid-term Dissemination & Communication Activities

Mid-term Dissemination & Communication Activities

Smart decision support framework

Smart decision support framework

Operation and integration guidelines for eIMS

Operation and integration guidelines for eIMS

Dissemination & Communication Activities

Dissemination & Communication Activities

Report on models and algorithms for decision support

Report on models and algorithms for decision support

Application of physical, data-driven and symbolic models from component to system level

Application of physical, data-driven and symbolic models from component to system level

Expert-based evolution of the data structure

Expert-based evolution of the data structure

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Publications

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

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

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

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

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

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

COMBINED RAMS AND LCC ANALYSIS IN RAILWAY AND ROAD TRANSPORT INFRASTRUCTURES

Author(s): 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
Published in: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018

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

Author(s): João Morgado; Emanuel Duarte
Published in: Proceedings of World Conference on Pavement and Asset Management, WCPAM2017, Issue WCPAM2017, June 2017, 2017
DOI: 10.5281/zenodo.1284904

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

Author(s): Francisco J. Morales, Antonio Reyes, Noelia Caceres, Luis M. Romero, Francisco G. Benitez
Published in: Transportation Research Record (Journal of the Transportation Research Board), 2018
DOI: 10.5281/zenodo.1297504

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

Author(s): 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
Published in: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018

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

Author(s): Ute Kandler, Axel Simroth
Published in: Proceedings of International Conference on Operations Research (OR2017), 2017, ISSN 0721-5924

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

Author(s): Ute Kandler, Axel Simroth, João Morgado, Emanuel Duarte
Published in: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018

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

Author(s): Antonio Reyes, Francisco J. Morales, Noelia Caceres, Luis M. Romero, Francisco G. Benitez, Joao Morgado, Emanuel Duarte, Teresa Martins
Published in: Proceedings of Transport Research Arena TRA, Vienna, Austria, 2018, 2018