A fault detection system based on unsupervised techniques for industrial control loops

E Jove, JL Casteleiro‐Roca, H Quintián… - Expert …, 2019 - Wiley Online Library
This research describes a novel approach for fault detection in industrial processes, by
means of unsupervised and projectionist techniques. The proposed method includes a …

[HTML][HTML] A Hybrid Intelligent Modeling approach for predicting the solar thermal panel energy production

Á Arroyo, N Basurto, R Casado-Vara, M Timiraos… - Neurocomputing, 2024 - Elsevier
There is no doubt that the European Union is undergoing an ecological transition, with
renewable energies accounting for an increasing share of energy consumption in the …

Hybrid intelligent model to predict the remifentanil infusion rate in patients under general anesthesia

E Jove, JM Gonzalez-Cava… - Logic Journal of the …, 2021 - academic.oup.com
Automatic control of physiological variables is one of the most active areas in biomedical
engineering. This paper is centered in the prediction of the analgesic variables evolution in …

Fuel cell output current prediction with a hybrid intelligent system

JL Casteleiro-Roca, AJ Barragán, F Segura… - …, 2019 - Wiley Online Library
A fuel cell is a complex system, which produces electricity through an electrochemical
reaction. For the formal application of control strategies on a fuel cell, it is very important to …

Missing data imputation over academic records of electrical engineering students

E Jove, P Blanco-Rodríguez… - Logic Journal of the …, 2020 - academic.oup.com
Nowadays, the quality standards of higher education institutions pay special attention to the
performance and evaluation of the students. Then, having a complete academic record of …

Modelling the hypnotic patient response in general anaesthesia using intelligent models

E Jove, JM Gonzalez-Cava… - Logic Journal of the …, 2019 - academic.oup.com
Current trends in modern medicine are concerned with the development of the so-called
personalized medicine whose aim is tailoring of treatment to patients. The present research …

Edge computing and adaptive fault-tolerant tracking control algorithm for smart buildings: a case study

R Casado-Vara, I Sittón-Candanedo… - Cybernetics and …, 2020 - Taylor & Francis
The development and integration of technologies such as the Internet of Things (IoT) or
edge computing devices is contributing to the formation of an increasingly digital, intelligent …

[HTML][HTML] An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger

JL Casteleiro-Roca, H Quintián, JL Calvo-Rolle… - Journal of Applied …, 2016 - Elsevier
The heat pump with geothermal exchanger is one of the best methods to heat up a building.
The heat exchanger is an element with high probability of failure due to the fact that it is an …

PID-ITS: an intelligent tutoring system for PID tuning learning process

E Jove, H Alaiz-Moretón, I García-Rodríguez… - … Joint Conference SOCO …, 2018 - Springer
A new developed tool for PID learning is described on this work. The main contribution is the
possibility to assist non-experimented users on the PID tuning task. For its implementation …

Hybrid model for the ANI index prediction using remifentanil drug and EMG signal

JL Casteleiro-Roca, E Jove, JM Gonzalez-Cava… - Neural Computing and …, 2020 - Springer
With the aim to control and reduce the pain of patients during a surgery with general
anesthesia, one of the main challenges is the proposal of safe an optimal and efficient …