Get started
Author

Christian Velasco-Gallego

Observed names: C Velasco-Gallego, C. Velasco-Gallego
Institution: Universidad Nebrija
ORCID: 0000-0001-7212-4609
Observed ORCID: 0000-0001-7212-4609
OpenAlex ID: A5024150301
RADIS: A real-time anomaly detection intelligent system for fault diagnosis of marine machinery
2022 · Christian Velasco-Gallego, Iraklis Lazakis · Expert Systems with Applications · 101
PDF
Real-time data-driven missing data imputation for short-term sensor data of marine systems. A comparative study
2020 · Christian Velasco-Gallego, Iraklis Lazakis · Ocean Engineering · 86
PDF
Recent advancements in data-driven methodologies for the fault diagnosis and prognosis of marine systems: A systematic review
2023 · Christian Velasco-Gallego, Beatriz Navas De Maya, et al. · Ocean Engineering · 47
Development of a time series imaging approach for fault classification of marine systems
2022 · Christian Velasco-Gallego, Iraklis Lazakis · Ocean Engineering · 30
Mar-RUL: A remaining useful life prediction approach for fault prognostics of marine machinery
2023 · Christian Velasco-Gallego, Iraklis Lazakis · Applied Ocean Research · 29
PDF
A novel framework for imputing large gaps of missing values from time series sensor data of marine machinery systems
2021 · Christian Velasco-Gallego, Iraklis Lazakis · Ships and Offshore Structures · 24
PDF
A real-time data-driven framework for the identification of steady states of marine machinery
2022 · Christian Velasco-Gallego, Iraklis Lazakis · Applied Ocean Research · 23
PDF
Geospatial Analysis of Scour in Offshore Wind Farms
2023 · Clara Matutano Molina, Christian Velasco-Gallego, et al. · Energies · 13
PDF
A Systematic Review on the Generation of Organic Structures through Additive Manufacturing Techniques
2024 · Alex Bernadi-Forteza, Michael Mallon, et al. · Polymers · 11
PDF
Analysis of Variational Autoencoders for Imputing Missing Values from Sensor Data of Marine Systems
2022 · Christian Velasco-Gallego, Iraklis Lazakis · Journal of Ship Research · 11
PDF
Development of a Hierarchical Clustering Method for Anomaly Identification and Labelling of Marine Machinery Data
2024 · Christian Velasco-Gallego, Iraklis Lazakis, et al. · Journal of Marine Science and Engineering · 7
Analysis of Time Series Imaging Approaches for the Application of Fault Classification of Marine Systems
2022 · Christian Velasco-Gallego, Iraklis Lazakis · European Safety and Reliability Conference (ESREL) · 4
Retrieval-Augmented Generation for Maritime Accident Report Analysis: Evaluating Large Language Models on Performance and Cybersecurity
2026 · David Escribano Arias, Daniel Gomez-Lendinez, et al. · Journal of Marine Science and Engineering · 3
Unequal energy paths: Using artificial intelligence to understand the dynamics of energy poverty
2026 · Santiago Budría, Christian Velasco-Gallego · Energy Research & Social Science · 3
Design of a hybrid quantum machine learning architecture and analysis of quantum noise effects
2026 · J. A. Bravo-Montes, A. Martín-Toledano, et al. · Scientific Reports · 1
PDF
Development of a data pre-processing tool for marine systems sensor data
2025 · Christian Velasco-Gallego, Iraklis Lazakis, et al. · Ship Technology Research · 1
Data Imputation of Missing Values From Marine Systems Sensor Data. Evaluation, Visualisation, and Sensor Failure Detection
2021 · C Velasco-Gallego, I Lazakis · 1
Deep learning hybrid models with attention mechanisms for ship fuel oil consumption prediction: A comparative study
2026 · Vedanjali Polaki, Christian Velasco-Gallego, et al. · Ocean Engineering
Intelligent Solutions for Marine Operations
2026 · Christian Velasco-Gallego, Leszek Chybowski · Journal of Marine Science and Engineering
Markov-CVAELabeller: A Deep Learning Approach for the Labelling of Fault Data
2025 · Christian Velasco-Gallego, Nieves Cubo-Mateo · Informatics
Works count: 20
Citation count: 395
H-index: 10
I10-index: 10
Year
Topic
Type