Luis Ávila

Consejo Nacional de Investigaciones Científicas y Técnicas — Argentina

Engineering · Physical Sciences

7h-index231citations35works0.12yr avg
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Research Topics

Fault Detection and Control Systems(8), Diabetes Management and Research(6), Control Systems and Identification(6), Image and Object Detection Techniques(5), Robot Manipulation and Learning(4)

Publications35 total

Multi-objective reinforcement learning for electric vehicle charging
Sustainable Energy Grids and Networks·2025
Self-adaptive solution for industrial integration of AI-based decision-making systems for industrial flows management
Journal of Industrial Information Integration·2025
A Harmonic Rotation Transformation for Three-Phase Three-Wire Applications
2025
A Comprehensive Study on the Importance of Parameters in Neuroevolution Techniques
Communications in computer and information science·2025
Reducing Variability in Wind Power Generation by Combining Slope Control with SOC Feedback
2024
Control Design of a Wind Energy Conversion System using a Doubly Fed Induction Generator
2024
Optimization Tool for Energy Management in Hybrid Storage Systems of Isolated Microgrids with Solar PV and Hydrokinetic Turbines
2024· 1 cited
Optimal battery charge with safe exploration
Expert Systems with Applications·2023· 9 cited
An improved Soft Actor-Critic strategy for optimal energy management
IEEE Latin America Transactions·2023· 3 cited
Reinforcement Learning Techniques for MPPT Control of PV System Under Climatic Changes
Power systems·2022· 2 cited
Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids
Applied Soft Computing·2020· 83 cited
Object grasping with a robot arm using a convolutional network
International Journal of Mechatronics and Automation·2020
Object grasping with a robot arm using a convolutional network
International Journal of Mechatronics and Automation·2020· 1 cited
MPPT for PV systems using deep reinforcement learning algorithms
IEEE Latin America Transactions·2019· 32 cited
A grasp detection method for industrial robots using a Convolutional Neural Network
IEEE Latin America Transactions·2019· 2 cited
State of charge monitoring of Li-ion batteries for electric vehicles using GP filtering
Journal of Energy Storage·2019· 7 cited
A Robotic Grasping Method using ConvNets
2019· 8 cited
PROPOSAL METHODOLOGY FOR ANALYSIS OF POPULATION VULNERABILITY AT HAZARD AREAS
Figshare·2019Open Access
Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques
Biosystems·2018· 3 citedOpen Access
Design and Implementation of a Computer Vision System for an Autonomous Chess-Playing Robot
Journal of Computer Science and Technology·2018· 13 citedOpen Access
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Frequent Co-authors

Mariano De Paula(9), Ernesto Martínez(9), Guillermo Larregay(7), Daniel Humberto Plua Moran(5), Maximiliano Trimboli(4), Carlos Roberto Sánchez Reinoso(4), Elio Ogas(4), Marcelo Luis Errecalde(3), Ignacio Carlucho(2), Federico Pinna(2), Carolina Saavedra Sueldo(2), Gerardo G. Acosta(2), D. Memije(2), O. Carranza(2), Fedérico M. Serra(1), Bruno Boato(1), Mehdi Rahmani‐Andebili(1), Oisín Moran(1), Juan Francisco Durán Siguenza(1), Danny Ochoa-Correa(1)