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A collaborative network of digital twins for anomaly detection applications of complex systems. Snitch Digital Twin concept
Calvo Báscones, Pablo; Voisin, Alexandre; Do, Phuc; Sanz Bobi, Miguel Ángel (2023-09-13). -
A collaborative network of digital twins for anomaly detection applications of complex systems. Snitch Digital Twin concept
Calvo Báscones, Pablo; Voisin, Alexandre; Do, Phuc; Sanz Bobi, Miguel Ángel (01/01/2023)This paper proposes a novel anomaly detection methodology for industrial systems based on Digital Twin (DT) ecosystems. In addition to DTs, conceived as a digital representation of a physical entity, this paper proposes a ... -
A machine learning approach for condition monitoring of high voltage insulators in polluted environments
Santos Yubero, Héctor de; Sanz Bobi, Miguel Ángel (2023-07-01)Este artículo propone un nuevo enfoque para monitorizar el estado de los aisladores eléctricos basado en la combinación de técnica de submuestreo aleatorio con un algoritmo de refuerzo adaptativo (RUSBoost), con el objetivo ... -
Advanced Prognosis methodology based on behavioral indicators and Chained Sequential Memory Neural Networks with a diesel engine application
Calvo Báscones, Pablo; Sanz Bobi, Miguel Ángel (2022-09-14). -
Advanced prognosis methodology based on behavioral indicators and chained sequential memory neural networks with a diesel engine applicat
Calvo Báscones, Pablo; Sanz Bobi, Miguel Ángel (01/01/2023)This paper presents a novel methodology in the field of Prognosis and predictive Maintenance (PdM) of industrial components. It has been designed as an inclusive PdM approach grounded on flexible strategies capable of ... -
Anomaly detection method based on the deep knowledge behind behavior patterns in industrial components. Application to a hydropower plant
Calvo Báscones, Pablo; Sanz Bobi, Miguel Ángel; Welte, Thomas Michael (2020-12-26). -
Application of machine learning methods for asset management on power distribution networks
Rajora, GopaL Lal; Sanz Bobi, Miguel Ángel; Mateo Domingo, Carlos (31/05/2022)This study aims to study the different kinds of Machine Learning (ML) models and their working principles for asset management in power networks. Also, it investigates the challenges behind asset management and its maintenance ... -
Applying intelligent multi-agents to reduce false alarms in wind turbine monitoring systems
Elías Teixeira, Weldon Carlos; Sanz Bobi, Miguel Ángel; Limão Oliveira, Roberto Célio (05/10/2022)This study proposes a method for improving the capability of a data-driven multi-agent system (MAS) to perform condition monitoring and fault detection in industrial processes. To mitigate the false fault-detection alarms, ... -
Component Stress Evaluation in an Electrical Power Distribution System Using Neural Networks
Sanz Bobi, Miguel Ángel; Andrade Vieira, Rodrigo José; Brighenti, Chiara; Palacios Hielscher, Rafael; Nicolau, Guillermo; Ferrarons, Pere; Vieira Junior, Petronio (International Society of Applied Intelligence (ISAI), Computational Intelligence and Bioinformatics (Córdoba, España), 01/06/2010)This paper presents a procedure that permits a qualitative evaluation of the stress in components of an electric power distribution system. The core of this procedure is the development of a set of models based on neural ... -
Component stress evaluation in an electrical power distribution system using neural networks
Sanz Bobi, Miguel Ángel; Andrade Vieira, Rodrigo José; Brighenti, Chiara; Palacios Hielscher, Rafael; Nicolau, Guillermo; Ferrarons, Pere; Vieira Junior, Petronio (Springer (Berlín, Alemania), 15/06/2010) -
Divisible rough sets based on self-organizing maps
Martínez López, Rocío; Sanz Bobi, Miguel Ángel (Springer-Verlag (Berlín, Alemania), 01/11/2005) -
Failure risk analysis and maintenance effectiveness in a windturbine according to its history of unavailability and applied maintenance
Sanz Bobi, Miguel Ángel; Andrade Vieira, Rodrigo José; Montilla Crespo, Xiomara (Troyes University of Technology (Troyes, Francia), 18/09/2011) -
Fault detection through physical modelling in an axial flow compressor of a combined-cycle power plant
García Matos, Jesús Ángel; Sanz Bobi, Miguel Ángel; Muñoz San Roque, Antonio; Sola Rosique, Antonio (Troyes University of Technology (Troyes, Francia), 18/09/2011) -
La fiabilidad de las cosas en el internet de las cosas. RoT in the Iot.
Rodríguez López, Miguel Ángel; Sanz Bobi, Miguel Ángel; Fernández Pérez, Antonio José (Asociación Española para la Calidad (Las Palmas de Gran Canaria, España), 23/11/2017)La Industria 4.0 y el Internet de las Cosas (IoT) son ya una realidad palpable. Cada día, un mayor número de dispositivos están conectados a la red de redes, generando cantidades ingentes de datos. Son tantos estos datos, ... -
Fundamentos de informática
Alcalde Lancharro, Eduardo; Alonso Martínez, Israel; Cano Broncano, Francisco; Cucala García, María Asunción; Fernández-Pacheco Sánchez-Migallón, Atilano Ramiro; Gahete Díaz, José Luis; García San Luis, Alejandro; González Arechavala, Yolanda; Latorre Canteli, Jesús María; Luque Centeno, Vicente; Sanz Bobi, Miguel Ángel; Vallez Fernández, Carlos Miguel (25/11/2020) -
Fundamentos de informática
Alonso Martínez, Israel; Canales Cano, Santiago; Cucala García, María Asunción; Fernández Rodríguez, Adrián; Fernández-Pacheco Sánchez-Migallón, Atilano Ramiro; Gahete Díaz, José Luis; García San Luis, Alejandro; González Arechavala, Yolanda; Latorre Canteli, Jesús María; López Mazuelas, José Jorge; Luque Centeno, Vicente; Sanz Bobi, Miguel Ángel (26/08/2021) -
Fundamentos de informática
Alonso Martínez, Israel; Canales Cano, Santiago; Cano Broncano, Francisco; Cucala García, María Asunción; Fernández-Pacheco Sánchez-Migallón, Atilano Ramiro; Gahete Díaz, José Luis; García San Luis, Alejandro; Gómez González, Fernando; González Arechavala, Yolanda; Latorre Canteli, Jesús María; López Mazuelas, José Jorge; Luque Centeno, Vicente; Sanz Bobi, Miguel Ángel; Vallez Fernández, Carlos Miguel (22/01/2021) -
Fundamentos de informática
Alcalde Lancharro, Eduardo; Alonso Martínez, Israel; Cucala García, María Asunción; Fernández Camba, Ángel; Fernández-Pacheco Sánchez-Migallón, Atilano Ramiro; Gahete Díaz, José Luis; García Algarra, Francisco Javier; García San Luis, Alejandro; González Arechavala, Yolanda; Higuera Romero, Luis de la; Latorre Canteli, Jesús María; Palacios Hielscher, Rafael; Puente Águeda, Cristina; Sanz Bobi, Miguel Ángel; Vallez Fernández, Carlos Miguel (16/06/2020) -
Fundamentos de informática
Canales Cano, Santiago; Castro Ponce, Mario; Cucala García, María Asunción; de Miguel Matiacci, Ignacio Esteban; Fernández Rodríguez, Adrián; Fernández-Pacheco Sánchez-Migallón, Atilano Ramiro; Gahete Díaz, José Luis; García San Luis, Alejandro; González Arechavala, Yolanda; Latorre Canteli, Jesús María; López Mazuelas, José Jorge; Luque Centeno, Vicente; Sanz Bobi, Miguel Ángel (31/08/2022) -
Identification of degradation behavior on a rubber material using dynamic parameters and self-organized maps
Andrade Vieira, Rodrigo José; Sanz Bobi, Miguel Ángel; Câmara Mendonça, Adriano; Sure Soeiro, Newton; da Silva Vieira de Melo, Gustavo; Aragão Galvão, Rodrigo Alex (Departamento de Engenharia Mecanica - DEM (Universidade Federal do Rio Grande do Norte - UFRN) (Natal-RN, Brasil), 01/12/2011)The extended and increasing use of rubber on engineering systems or industrial products, in the last decades, is a fact. Therefore, the products with rubber have a large range of applications in almost any industrial field, ...