Journal articles
- Sanz-Gorrachategui, I.; Wang, Y.; Guillén-Asensio, A.; Bono-Nuez, A.; Martin-Del-Brio, B.; Orlik, P. V.; Pastor-Flores, P. Remaining useful life estimation of used li-ion cells with deep learning algorithms without first life information. IEEE ACCESS. 2024. DOI: 10.1109/ACCESS.2024.3474089
- Gracia, S.; Olivito, J.; Resano, J.; Martin-Del-Brio, B.; de Alfonso, M.; Álvarez, E. Improving accuracy on wave height estimation through machine learning techniques. OCEAN ENGINEERING. 2021. DOI: 10.1016/j.oceaneng.2021.108699
- Pastor-Flores, Pablo; Martín-Del-Brío, Bonifacio; Bono-Nuez, Antonio; Sanz-Gorrachategui, Iván; Bernal-Ruiz, Carlos. Unsupervised Neural Networks for Identification of Aging Conditions in Li-Ion Batteries. ELECTRONICS. 2021. DOI: 10.3390/electronics10182294
- Perez-Cebolla, F.J.; Martinez-Iturbe, A.; Martin-Del-Brio, B.; Bernal-Ruiz, C.; Artal-Sevil, J.S.; Pastor-Flores, P. Nonlinear Dynamic Equivalent Circuit of a Switched Reluctance Motor Considering Core Losses and Leakage Inductance. PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY. 2019. DOI: 10.1109/IECON.2019.8927236
- Pastor-Flores, P.; Bernal-Ruiz, C.; Sanz-Gorrachategui, I.; Bono-Nuez, A.; Martin-Del-Brio, B.; Artal-Sevil, J.S.; Perez-Cebolla, F.J. Analysis of Li-ion battery degradation using self-organizing maps. PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY. 2019. DOI: 10.1109/IECON.2019.8926907
- Bono-Nuez, Antonio; Martin-Del-Brio, Bonifacio; Bernal-Ruiz, Carlos; Perez-Cebolla, Francisco Jose; Martinez-Iturbe, Abelardo; Sanz-Gorrachategui, Ivan. The Inductor as a Smart Sensor for Material Identification in Domestic Induction Cooking. IEEE SENSORS JOURNAL. 2018. DOI: 10.1109/JSEN.2018.2795739
- Bono-Nuez, Antonio; Bernal-Ruiz, Carlos; Martin-Del-Brio, Bonifacio; Perez-Cebolla, Francisco J.; Martinez-Iturbe, Abelardo. Recipient size estimation for induction heating home appliances based on artificial neural networks. NEURAL COMPUTING AND APPLICATIONS. 2016. DOI: 10.1007/s00521-016-2227-6
- Martinez Iturbe, Abelardo; Perez Cebolla, Francisco José; Martín del Brío, Bonifacio; Bernal Ruiz, Carlos; Bono Nuez, Antonio. Energy Transformations in a Self-Excited Switched Reluctance Generator. ENERGIES. 2016. DOI: 10.3390/en9050321
- Perez-Cebolla, Francisco Jose; Martinez-Iturbe, Abelardo; Martin-Del-Brio, Bonifacio; Bernal, Carlos; Bono-Nuez, Antonio. Nonlinear Lumped-Circuit Model for Switched Reluctance Motors Exhibiting Core Losses. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 2016. DOI: 10.1109/tie.2016.2523925
- Bono-Nuez, A.; Blasco, R.; Casas, R.; Martín-Del-Brío, B. Ambient intelligence for quality of life assessment. JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS. 2014. DOI: 10.3233/AIS-130241
- Medrano-Marques, N.J.;Martin-Del-Brio, B. Sensor linearization with neural networks. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 2001
- Martin del Brio, B. A dot product neuron for hardware implementation of competitive networks. IEEE TRANSACTIONS ON NEURAL NETWORKS. 1996
- Martín-Del-Brío, Bonifacio; Serrano-Cinca, Carlos. Self-organizing neural networks for the analysis and representation of data: Some financial cases. NEURAL COMPUTING AND APPLICATIONS. 1993. DOI: 10.1007/bf01414948
Books
- Bonifacio Martín del Brío, Alfredo Sanz Molina ; prólogo de Lofti A. Zadeh. Redes neuronales y sistemas borrosos. 2006
Projects
- PID2020-116011RB-C22: Deepening knowledge and improving the Quality of Life in Parkinson Disease through Smart Insoles (MyGait_SENSORS). 01/09/21 - 31/05/25
- SISTEMAS INTELIGENTES DE GESTIÓN DEL TRÁFICO BASADOS EN ALGORITMOS DE MACHINE LEARNING (DI 6/2020). 01/03/21 - 29/02/24
- DESARROLLO DE SISTEMAS DE ALMACENAMIENTO HÍBRIDOS E INTELIGENTES (SAHI). 10/01/19 - 30/11/20
- TIN2013-45312-R: MEMORY LANE. 01/01/14 - 31/10/17
- EASY LINE+.UNION EUROPEA.CONTRACT:045515.LOW COST ADVANCED WHITE GOODS FOR A LONGER INDEPENDENT LIFE OF ELDERLY PEOPLE. 01/01/07 - 30/04/10
Contracts
- Cátedra SICE - Tecnologías innovadoras aplicadas a la gestión de infraestructuras. 05/09/22 - 04/09/23
PhD supervision
- Contribución a la Caracterización y el Modelado de la Máquina de Reluctancia Conmutada. Universidad de Zaragoza. Sobresaliente cum laude. 28/11/22
- Redes neuronales artificiales para evaluar la calidad de vida. Universidad de Zaragoza. Sobresaliente. 02/02/16
- Integración de paradigmas: Estudio de modelos neuro-borrosos, extracción de reglas y sus aplicaciones. Universidad de Zaragoza. Sobresaliente "Cum Laude". 05/11/10
- Nuevas técnicas Harware y Joftware para análisis de datos con redes neuronales. Universidad de Zaragoza. 15/05/98
Research stays
- Malmö högskola (Universidad de Malmö). Malmö, Suecia. Suecia. 26/04/14 - 31/08/14
UNIZAR teaching of the last six courses
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