List of Scientific Publications

Theses

• Data-Driven Predictive Maintenance for Industry 4.0, MSc in Data Science, University of Porto, Faculty of Sciences.

  • Supervisors: Rita P. Ribeiro and João Gama.

• Smart Structural Health Monitoring Applied to Management and Conservation of Bridges, PhD in Structural Engineering, University of Porto, Faculty of Engineering.

  • Supervisors: Mário Pimentel and Joaquim Figueiras.

• Finite Element Modelling of the Constructive Stages of a Cable-Stayed Bridge [in Portuguese], MSc in Civil Engineering, University of Porto, Faculty of Engineering.

  • Supervisors: Miguel Ferraz, Rui Carneiro de Barros and Joaquim Figueiras.

Book Chapters

• Load Tests on Bridges.
  • Co-authors: Mário Pimentel, Joaquim Figueiras, Filipe Cavadas, Carlos Félix, Carlos Rodrigues and Bruno J. Afonso Costa.

Papers in International Journals

• An Online Anomaly Detection Approach for Fault Detection on Fire Alarm Systems, Sensors, 2023.

  • Co-authors: Rita P. Ribeiro, Inês Dutra and Arlete Rodrigues.

• Damage detection under environmental and operational effects using cointegration analysis - Application to experimental data from a cable-stayed bridge, Mechanical Systems and Signal Processing, 2020.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Online early damage detection and localisation using multivariate data analysis: Application to a cable-stayed bridge, Structural Control Health Monitoring, 2019.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Structural response of a concrete cable-stayed bridge under thermal loads, Engineering Structures, 2018.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

Papers in National Journals

• Bridge damage detection using cointegration and multivariate data analysis: performance comparation based on a real case study [in Portuguese]. In Revista Portuguesa de Engenharia de Estruturas. 2021.
  • Co-authors: Mário Pimentel and Joaquim Figueiras.

Papers in International Conferences

• An Online Data-Driven Predictive Maintenance Approach for Railway Switches. In ECML PKDD 2022: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. 2022.

  • Co-authors: Rita P. Ribeiro, Bruno Veloso and João Gama.

• SHM based damage detection using cointegration and linear multivariate data analysis: performance comparison based on a real case study. In 12th International Workshop on Structural Health Monitoring: Stanford, California, USA. 2019.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Early damage detection using multivariate data-driven approaches - application to experimental data from a cable-stayed bridge. In 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017), Brisbane, Australia. 2017.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Damage detection through continuous monitoring of the response of a cable-stayed bridge to temperature variations. In VVI Conference ACHE, Coruña, Spain. 2017.

  • Co-authors: Mário Pimentel, Helena Figueiras and Joaquim Figueiras.

• Evaluation of data-driven methods for damage detection under environmental effects – application to a cable-stayed bridge. In 8th European Workshop on Structural Health Monitoring (EWSHM 2016), Bilbao, Spain. 2016.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Structural assessment of a cable-stayed bridge during a load test. In 56º Congresso Brasileiro do Concreto", Natal, Brazil. 2014.

  • Co-authors: Mário Pimentel, Miguel Ferraz, Remy Faria, Carlos Félix and Joaquim Figueiras.

• STayMensus: A Tool for Acquisition and Analysis of Tension Forces in Stay Cables. In 55º Congresso Brasileiro do Concreto", Gramado, Brazil. 2013.

  • Co-authors: Mário Pimentel, Armindo Lage and Joaquim Figueiras.

Papers in National Conferences

• Análise e simulação da resposta estrutural de uma obra de arte atirantada sob ação térmica [in Portuguese]. In Betão Estrutural 2016, Coimbra and University of Coimbra, Portugal. 2016.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Load Test to the Corgo Bridge [in Portuguese]. In 5ª Jornadas Portuguesas de Engenharia de Estruturas, Lisbon and LNEC, Portugal. 2014.

  • Co-authors: Mário Pimentel, Miguel Ferraz, Remy Faria, Carlos Félix and Joaquim Figueiras.

• Formato de segurança semi-probabilístico para a avaliação de pontes existentes com base em análises não lineares [in Portuguese]. In 5ª Jornadas Portuguesas de Engenharia de Estruturas, Lisbon and LNEC, Portugal. 2014.

  • Co-authors: Mário Pimentel and Joaquim Figueiras.

• Finite Element Modelling of the Constructive Stages of a Cable-Stayed Bridge [in Portuguese]. In Betão Estrutural 2012, Porto and FEUP, Portugal. 2012.

  • Co-authors: Miguel Ferraz, Rui Carneiro de Barros and Joaquim Figueiras.