Search Results - "Tibaduiza, Diego"

A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications by Vitola, Jaime, Pozo, Francesc, Tibaduiza, Diego A, Anaya, Maribel

“…Civil and military structures are susceptible and vulnerable to damage due to the environmental and operational conditions. Therefore, the implementation of…”
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Distributed Piezoelectric Sensor System for Damage Identification in Structures Subjected to Temperature Changes by Vitola, Jaime, Pozo, Francesc, Tibaduiza, Diego A, Anaya, Maribel

“…Structural health monitoring (SHM) is a very important area in a wide spectrum of fields and engineering applications. With an SHM system, it is possible to…”
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Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications by Burgos, Diego A Tibaduiza, Vargas, Ricardo C Gomez, Pedraza, Cesar, Agis, David, Pozo, Francesc

“…The damage identification process provides relevant information about the current state of a structure under inspection, and it can be approached from two…”
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New Electronic Tongue Sensor Array System for Accurate Liquor Beverage Classification by Leon-Medina, Jersson X, Anaya, Maribel, Tibaduiza, Diego A

“…The use of sensors in different applications to improve the monitoring of a process and its variables is required as it enables information to be obtained…”
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Sensors for Structural Health Monitoring and Condition Monitoring by Pozo, Francesc, Tibaduiza, Diego A, Vidal, Yolanda

“…Structural control and health monitoring as condition monitoring are some essential areas that allow for different system parameters to be designed,…”
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Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting by Leon-Medina, Jersson X, Anaya, Maribel, Parés, Núria, Tibaduiza, Diego A, Pozo, Francesc

“…Damage classification is an important topic in the development of structural health monitoring systems. When applied to wind-turbine foundations, it provides…”
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Structural damage detection using principal component analysis and damage indices by Tibaduiza, Diego A, Mujica, Luis E, Rodellar, José, Güemes, Alfredo

“…One of the most important tasks in structural health monitoring corresponds to damage detection. In this task, the existence of damage should be determined. In…”
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Vibration‐based detection and classification of structural changes using principal component analysis and t‐distributed stochastic neighbor embedding by Agis, David, Tibaduiza, Diego A., Pozo, Francesc

“…Summary This paper describes a structural health monitoring strategy to detect and classify structural changes in structures that can be equipped with sensors…”
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Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task by Leon-Medina, Jersson X., Anaya, Maribel, Pozo, Francesc, Tibaduiza, Diego

“…A nonlinear feature extraction-based approach using manifold learning algorithms is developed in order to improve the classification accuracy in an electronic…”
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Microplastic Identification Using Impedance Spectroscopy and Machine Learning Algorithms by Sarmiento, Juan, Anaya, Maribel, Tibaduiza, Diego

“…Detecting and classifying microparticles in water and other liquid substances is crucial due to their detrimental impact on ecosystems and human health. This…”
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A Damage Classification Approach for Structural Health Monitoring Using Machine Learning by Anaya, Maribel, Vitola, Jaime, Torres-Arredondo, Miguel Ángel, Tibaduiza, Diego, Pozo, Francesc

“…Inspection strategies with guided wave-based approaches give to structural health monitoring (SHM) applications several advantages, among them, the possibility…”
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Attention-Based Deep Recurrent Neural Network to Forecast the Temperature Behavior of an Electric Arc Furnace Side-Wall by Godoy-Rojas, Diego F, Leon-Medina, Jersson X, Rueda, Bernardo, Vargas, Whilmar, Romero, Juan, Pedraza, Cesar, Pozo, Francesc, Tibaduiza, Diego A

“…Structural health monitoring (SHM) in an electric arc furnace is performed in several ways. It depends on the kind of element or variable to monitor. For…”
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Damage Classification Using Supervised Self-Organizing Maps in Structural Health Monitoring by Angulo-Saucedo, Gilbert A, Leon-Medina, Jersson X, Pineda-Muñoz, Wilman Alonso, Torres-Arredondo, Miguel Angel, Tibaduiza, Diego A

“…Improvements in computing capacity have allowed computers today to execute increasingly complex tasks. One of the main benefits of these improvements is the…”
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Intelligent electronic tongue system for the classification of genuine and false honeys by Leon-Medina, Jersson X., Acosta-Opayome, Diana, Fuenmayor, Carlos Alberto, Zuluaga-Domínguez, Carlos Mario, Anaya, Maribel, Tibaduiza, Diego A

“…Honey quality is a global concern since this product is highly susceptible to adulteration, given its competitive price. As a reliable strategy for honey…”
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Temperature Prediction Using Multivariate Time Series Deep Learning in the Lining of an Electric Arc Furnace for Ferronickel Production by Leon-Medina, Jersson X., Camacho, Jaiber, Gutierrez-Osorio, Camilo, Salomón, Julián Esteban, Rueda, Bernardo, Vargas, Whilmar, Sofrony, Jorge, Restrepo-Calle, Felipe, Pedraza, Cesar, Tibaduiza, Diego

“…The analysis of data from sensors in structures subjected to extreme conditions such as the ones used in smelting processes is a great decision tool that…”
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Classification of As, Pb and Cd Heavy Metal Ions Using Square Wave Voltammetry, Dimensionality Reduction and Machine Learning by Leon-Medina, Jersson X., Tibaduiza, Diego A., Burgos, Juan C., Cuenca, Martha, Vasquez, Dreidy

“…The detection and classification of heavy metals is a growing need to guarantee the quality of process water in different industries. However, the official…”
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Ensemble of feature extraction methods to improve the structural damage classification in a wind turbine foundation by Leon-Medina, Jersson X., Parés, Núria, Anaya, Maribel, Tibaduiza, Diego A., Pozo, Francesc

“…The condition monitoring of offshore wind power plants is an important topic that remains open. This monitoring aims to lower the maintenance cost of these…”
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Yogurt classification using an electronic tongue system and machine learning techniques by Leon-Medina, Jersson X., Anaya, Maribel, Tibaduiza, Diego A

“…•The development of a pattern recognition methodology for the classification of yogurts.•The use of a dataset of yogurts from the region of…”
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A data-driven methodology for the classification of different liquids in artificial taste recognition applications with a pulse voltammetric electronic tongue by Leon-Medina, Jersson X, Cardenas-Flechas, Leydi J, Tibaduiza, Diego A

“…Electronic tongue-type sensor arrays are devices used to determine the quality of substances and seek to imitate the main components of the human sense of…”
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Data Classification Methodology for Electronic Noses Using Uniform Manifold Approximation and Projection and Extreme Learning Machine by Leon-Medina, Jersson X., Parés, Núria, Anaya, Maribel, Tibaduiza, Diego A., Pozo, Francesc

“…The classification and use of robust methodologies in sensor array applications of electronic noses (ENs) remain an open problem. Among the several steps used…”
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