Anomaly detection based on one-class intelligent techniques over a control level plant

E Jove, JL Casteleiro-Roca, H Quintián… - Logic Journal of the …, 2020 - academic.oup.com
A large part of technological advances, especially in the field of industry, have been focused
on the optimization of productive processes. However, the detection of anomalies has turned …

Short-term energy demand forecast in hotels using hybrid intelligent modeling

JL Casteleiro-Roca, JF Gómez-González… - Sensors, 2019 - mdpi.com
The hotel industry is an important energy consumer that needs efficient energy management
methods to guarantee its performance and sustainability. The new role of hotels as …

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 …

A fault detection system for a geothermal heat exchanger sensor based on intelligent techniques

H Aláiz-Moretón, M Castejón-Limas… - Sensors, 2019 - mdpi.com
This paper proposes a methodology for dealing with an issue of crucial practical importance
in real engineering systems such as fault detection and recovery of a sensor. The main goal …

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 …

A one-class classifier based on a hybrid topology to detect faults in power cells

E Jove, JL Casteleiro-Roca, H Quintián… - Logic Journal of the …, 2022 - academic.oup.com
The use of batteries became essential in our daily life in electronic devices, electric vehicles
and energy storage systems in general terms. As they play a key role in many devices, their …

One-class-based intelligent classifier for detecting anomalous situations during the anesthetic process

A Leira, E Jove, JM Gonzalez-Cava… - Logic Journal of the …, 2022 - academic.oup.com
Closed-loop administration of propofol for the control of hypnosis in anesthesia has
evidenced an outperformance when comparing it with manual administration in terms of …

Prediction of the energy demand of a hotel using an artificial intelligence-based model

JL Casteleiro-Roca, JF Gómez-González… - … Intelligent Systems: 13th …, 2018 - Springer
The growth of the hotel industry in the world, is a reality that increasingly needs a greater
use of energy resources, and their optimal management. Of all the available energy …

A new approach for system malfunctioning over an industrial system control loop based on unsupervised techniques

E Jove, JL Casteleiro-Roca, H Quintián… - … Joint Conference SOCO …, 2019 - Springer
Abstract Systems optimization is one of the great challenges to improve the industry plants
performance. From an economical point of view, a proper optimization means, among …

Solar thermal collector output temperature prediction by hybrid intelligent model for smartgrid and smartbuildings applications and optimization

JL Casteleiro-Roca, P Chamoso, E Jove… - Applied Sciences, 2020 - mdpi.com
Currently, there is great interest in reducing the consumption of fossil fuels (and other non-
renewable energy sources) in order to preserve the environment; smart buildings are …