Anomaly detection based on one-class intelligent techniques over a control level plant
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 …
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 …
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
This research describes a novel approach for fault detection in industrial processes, by
means of unsupervised and projectionist techniques. The proposed method includes a …
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 …
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 …
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
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 …
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 …
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 …
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
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 …
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 …
renewable energy sources) in order to preserve the environment; smart buildings are …