Jesús Enrique Sierra-García

60 papers C 4Misc 2Journal 27Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Human-intelligent trajectory optimization for robotic manipulators with hybrid PSO-PS algorithm.
Adv. Eng. Informatics
Mario Peñacoba Yagüe, Jesús Enrique Sierra-García, Matilde Santos Peñas
2026 J jnl
Probabilistic evaluation for early wind turbine yaw misalignment detection.
Reliab. Eng. Syst. Saf.
Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
2025 J jnl
Combination of fuzzy control and reinforcement learning for wind turbine pitch control.
Log. J. IGPL
Jesús Enrique Sierra-García, Matilde Santos
2025 J jnl
Enhancing offshore wind turbines performance with hybrid control strategies using neural networks and conventional controllers.
J. Comput. Des. Eng.
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos Peñas
2025 — conf
Exponential and Quadratic State Discretizations for Wind Turbine Collective Pitch Control Based on Q-Learning.
IDEAL (1)
A. Gil Maciá, Jesús Enrique Sierra-García, Matilde Santos
2025 J jnl
Improving Safety and Efficiency of Industrial Vehicles by Bio-Inspired Algorithms.
Expert Syst. J. Knowl. Eng.
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos Peñas
2025 — conf
Integrating Physical Laws and Deep Learning: A Comparative Study of CNN and LSTM PINNs for Wind Energy.
IDEAL (1)
Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Nathalia Michelle Peralta Vásconez
2024 J jnl
AGV fuzzy control optimized by genetic algorithms.
Log. J. IGPL
Jesús Enrique Sierra-García, Matilde Santos
2024 — conf
Affordable Wind Power Forecasting: Implementing LSTM Networks on Low-Cost Hardware Platforms for Enhanced Energy Management.
SOCO (2)
Mario Peñacoba, Pablo-Andrés Buestán-Andrade, Jesús Enrique Sierra-García, Matilde Santos, Antonio Ruano
2024 J jnl
Anticipatory analysis of AGV trajectory in a 5G network using machine learning.
J. Intell. Manuf.
Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor
2024 J jnl
Combining reinforcement learning and conventional control to improve automatic guided vehicles tracking of complex trajectories.
Expert Syst. J. Knowl. Eng.
Jesús Enrique Sierra-García, Matilde Santos
2024 — conf
Development of a Database for Convolutional Neural Networks Simulating CFD Analysis.
IDEAL (2)
Fernando Herrera-Marín, Jesús Enrique Sierra-García, Matilde Santos
2024 J jnl
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control.
Future Gener. Comput. Syst.
Jesús Enrique Sierra-García, Matilde Santos
2024 — conf
First Approach of an Electromechanical Fuzzy Logic Controller for MPPT Wind Turbine Control.
SOCO (2)
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2024 J jnl
In search of the best fitness function for optimum generation of trajectories for Automated Guided Vehicles.
Eng. Appl. Artif. Intell.
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos Peñas, Ioannis Mariolis
2024 — conf
Multi-AGV load transport: a TSN use case.
ICTON
Jesús Enrique Sierra-García, Laura González-Estébanez
2024 J jnl
Trajectory Tracking Nonlinear Hybrid Control of Automated Guided Vehicles.
Complex.
Antonio Sánchez-Rodríguez, Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023 — conf
Comparative Study of Open Source Database Management Systems to Enable Predictive Maintenance of Autonomous Guided Vehicles.
SOCO (1)
Gonzalo Burgos, Jesús Enrique Sierra-García, Bruno Baruque Zanon
2023 — conf
Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables.
SOCO (2)
Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra
2023 — conf
First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning.
SOCO (1)
Elías Plaza, Matilde Santos, Jesús Enrique Sierra-García
2023 — conf
Forecasting of Wind Turbine Synthetic Signals Based on Nonlinear Autoregressive Networks.
AIAI (2)
Cristian Blanco, Jesús Enrique Sierra-García, Matilde Santos
2023 J jnl
GBNN algorithm enhanced by movement planner for UV-C disinfection.
Expert Syst. J. Knowl. Eng.
Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
2023 — conf
Generation of Optimum Frenet Curves by Genetic Algorithms for AGVs.
AIAI (2)
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023 J jnl
Glasius bio-inspired neural networks based UV-C disinfection path planning improved by preventive deadlock processing algorithm.
Adv. Eng. Softw.
Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
2023 C conf
Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms.
IDEAL
Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos
2023 Misc conf
Hybrid Intelligent Control for Maximum Power Point Tracking of a Floating Wind Turbine.
HAIS
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos Peñas
2023 — conf
Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic Algorithms.
SOCO (2)
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023 — conf
MPPT Control in an Offshore Wind Turbine Optimized with Genetic Algorithms and Unsupervised Neural Networks.
AIAI (2)
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2023 C conf
Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR.
IDEAL
Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
2023 J jnl
Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case.
Sensors
Stanislav Vakaruk, Amit Karamchandani, Jesús Enrique Sierra-García, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
2023 J jnl
Using N-BEATS ensembles to predict automated guided vehicle deviation.
Appl. Intell.
Amit Karamchandani, Alberto Mozo, Stanislav Vakaruk, Sandra Gómez Canaval, Jesús Enrique Sierra-García, Antonio Pastor
2023 J jnl
Wind turbine maximum power point tracking control based on unsupervised neural networks.
J. Comput. Des. Eng.
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2022 — ch.
A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS).
Data Spaces
Christoph Mertens, Jesús Alonso, Óscar Lázaro, Charaka Palansuriya, Gernot Böge, Alexandros Nizamis, Vaia Rousopoulou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Rizkallah Touma, Miquel Tarzan, Diego Mallada, Paulo Figueiras, Ruben Costa, Diogo Graça, Gisela García, Begoña Laibarra, Aitor Celaya, Piotr Sobonski, Azzam Naeem, Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor, Juan Rodriguez, Marlène Hildebrand, Tomasz Luniewski, Wojciech Zietak, Christoph Lange, Konstantinos Sipsas, Athanasios Poulakidas
2022 Misc conf
Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch Control.
HAIS
Jesús Enrique Sierra-García, Matilde Santos
2022 — conf
Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPT.
SOCO
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2022 J jnl
Deep learning and fuzzy logic to implement a hybrid wind turbine pitch control.
Neural Comput. Appl.
Jesús Enrique Sierra-García, Matilde Santos
2022 — conf
Evaluation of an Interactive Guide for Robotics Self-learning.
CISIS-ICEUTE
Álvaro Ovejero, Jesús Enrique Sierra-García, Matilde Santos
2022 J jnl
Exploiting radio access information to improve performance of remote-controlled mobile robots in MEC-based 5G networks.
Comput. Networks
Winnie Nakimuli, Jaime García-Reinoso, Jesús Enrique Sierra-García, Pablo Serrano
2022 C conf
Identification of Variables of a Floating Wind Turbine Prototype.
IDEAL
Juan Tecedor Roa, Carlos Serrano, Matilde Santos, Jesús Enrique Sierra-García
2022 — conf
Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic Algorithms.
SOCO
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2022 — conf
Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated Annealing.
SOCO
Mikel Serrano, Jesús Enrique Sierra-García, Matilde Santos, Giordy Alexander Andrade
2022 — conf
Robust Velocity Control of an Automated Guided Vehicle Using Artificial Neural Networks.
SOCO
Javier Argente Mena, Jesús Enrique Sierra-García, Matilde Santos Peñas
2022 J jnl
Wind turbine pitch reinforcement learning control improved by PID regulator and learning observer.
Eng. Appl. Artif. Intell.
Jesús Enrique Sierra-García, Matilde Santos, Ravi Pandit
2021 J jnl
Deployment and Evaluation of an Industry 4.0 Use Case over 5G.
IEEE Commun. Mag.
Winnie Nakimuli, Jaime García-Reinoso, Jesús Enrique Sierra-García, Pablo Serrano, Isaac Quintana Fernández
2021 — conf
Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following Robot.
SOCO
Mikel Rico Abajo, Jesús Enrique Sierra-García, Matilde Santos
2021 J jnl
Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario.
IEEE Commun. Mag.
Stanislav Vakaruk, Jesús Enrique Sierra-García, Alberto Mozo, Antonio Pastor
2021 — conf
Generation of Restricted Zones for AGVs Routes by Clustering Algorithms.
SOCO
Marcos Millán, Jesús Enrique Sierra-García, Matilde Santos
2021 J jnl
Improving Wind Turbine Pitch Control by Effective Wind Neuro-Estimators.
IEEE Access
Jesús Enrique Sierra-García, Matilde Santos
2021 — conf
Intelligent Hybrid Controllers for the Blade Angle of Floating Wind Turbines.
SOCO
Carlos L. Serrano-Barreto, Jesús Enrique Sierra-García, Matilde Santos
2021 J jnl
Intelligent control of an UAV with a cable-suspended load using a neural network estimator.
Expert Syst. Appl.
Jesús Enrique Sierra-García, Matilde Santos
2021 — conf
Iterative Obstacle Avoidance Algorithm for Mobile Robots.
SOCO
Jesús Enrique Sierra-García, Marcos Millán, Matilde Santos
2021 J jnl
Switched learning adaptive neuro-control strategy.
Neurocomputing
Jesús Enrique Sierra-García, Matilde Santos
2021 J jnl
UWB-Based Safety System for Autonomous Guided Vehicles Without Hardware on the Infrastructure.
IEEE Access
Leticia Zamora-Cadenas, Igone Vélez, Jesús Enrique Sierra-García
2021 C conf
Wind Turbine Modelling Based on Neural Networks: A First Approach.
IDEAL
Jesús Enrique Sierra-García, Matilde Santos
2021 — conf
Wind Turbines Control Optimization: A Problem-Driven Proposal to Learn Genetic Algorithms.
CISIS-ICEUTE
Jesús Enrique Sierra-García, Matilde Santos
2020 — conf
Control of Industrial AGV Based on Reinforcement Learning.
SOCO
Jesús Enrique Sierra-García, Matilde Santos
2020 J jnl
Mechatronic Modelling of Industrial AGVs: A Complex System Architecture.
Complex.
Jesús Enrique Sierra-García, Matilde Santos
2020 J jnl
Performance Analysis of a Wind Turbine Pitch Neurocontroller with Unsupervised Learning.
Complex.
Jesús Enrique Sierra-García, Matilde Santos
2020 — conf
Wind Turbine Pitch Control First Approach Based on Reinforcement Learning.
IDEAL (2)
Jesús Enrique Sierra-García, Matilde Santos
2020 — conf
Wind Turbine Pitch Control with an RBF Neural Network.
SOCO
Jesús Enrique Sierra-García, Matilde Santos