Publikationen in Zusammenarbeit mit Forschern von University of Strathclyde (10)

2024

  1. Analysis of attention mechanisms for the prediction of ship fuel oil consumption

    Ingeniería naval, Núm. 1035, pp. 425-438

2023

  1. Mar-RUL: A remaining useful life prediction approach for fault prognostics of marine machinery

    Applied Ocean Research, Vol. 140

  2. Recent advancements in data-driven methodologies for the fault diagnosis and prognosis of marine systems: A systematic review

    Ocean Engineering, Vol. 284

2022

  1. A novel framework for imputing large gaps of missing values from time series sensor data of marine machinery systems

    Ships and Offshore Structures, Vol. 17, Núm. 8, pp. 1802-1811

  2. A real-time data-driven framework for the identification of steady states of marine machinery

    Applied Ocean Research, Vol. 121

  3. Analysis of Time Series Imaging Approaches for the Application of Fault Classification of Marine Systems

    Proceedings of the 32nd European Safety and Reliability Conference, ESREL 2022 - Understanding and Managing Risk and Reliability for a Sustainable Future

  4. Analysis of Variational Autoencoders for Imputing Missing Values from Sensor Data of Marine Systems

    Journal of Ship Research, Vol. 66, Núm. 3, pp. 193-202

  5. Development of a time series imaging approach for fault classification of marine systems

    Ocean Engineering, Vol. 263

  6. RADIS: A real-time anomaly detection intelligent system for fault diagnosis of marine machinery

    Expert Systems with Applications, Vol. 204

2020

  1. Real-time data-driven missing data imputation for short-term sensor data of marine systems. A comparative study

    Ocean Engineering, Vol. 218