Biography:
Fco. Javier Bellido López was born in Madrid in 1996. He obtained the degree in Industrial Technologies (Automatic-Electronic and Electrical Engineering Specialties) from the Universidad Politécnica de Madrid in 2018 and the titles of Master in Industrial Engineering (Automatic Specialty) and Master in Electrical Engineering from the Universidad Politécnica de Madrid in 2020. He worked for two years (2020-2022) in an electronic instrumentation and control company in Madrid, CESINEL S.L., where he carried out various power electronics control projects as a development engineer and commissioning engineer. At the same time as the job, he began his Physics Degree studies at the Universidad Nacional de Estudios a Distancia (UNED) and is currently in the last year. Also, since November 2022, he is a Predoctoral researcher in the Intelligent Systems Area of the Instituto de Investigación Tecnológica (IIT).
Areas of interest:
Artificial Intelligence , Prediction, Data Analysis, Energy
Skills:
Unsupervised machine learning: Clustering Supervised machine learning: neural networks, random forests, gradient booster...
M.A. Sanz-Bobi, I. Rodríguez-Muñoz-de-Baena, F.J. Bellido-López, A. Muñoz, J. Anguera, D. González-Calvo, T. Álvarez Tejedor, "TD3 Reinforcement Learning Algorithm Used for Health Condition Monitoring of a Cooling Water Pump", Computers, Vol. 14, nº. 12, pp. 540, December 2025. [Online: December 2025] doi: 10.3390/computers14120540
F.J. Bellido-López, M.A. Sanz-Bobi, A. Muñoz, D. González-Calvo, T. Álvarez Tejedor, "Maintenance-Aware Risk Curves: Correcting Degradation Models with Intervention Effectiveness", Applied Sciences, Vol. 15, nº. 20, pp. 10998, October 2025. [Online: October 2025] doi: 10.3390/app152010998
F.J. Bellido-López, M.A. Sanz-Bobi, A. Muñoz, D. González-Calvo, T. Álvarez Tejedor, "A novel method for evaluation of the maintenance impact in the health of industrial components", Results in Engineering, Vol. 27, pp. 105809, September 2025. [Online: June 2025] doi: 10.1016/j.rineng.2025.105809
M. Casero, M.A. Sanz-Bobi, F.J. Bellido-López, A. Muñoz, D. González-Calvo, T. Álvarez Tejedor, "Efficiency monitoring of a cooling water pump based on machine learning techniques", International Journal of Prognostics and Health Management, Vol. 16, nº. 1, pp. 1 - 6, December 2024. [Online: January 2025] doi: 10.36001/ijphm.2025.v16i1.4160