H. V. Ayala

发表

A SVM optimization tool and FPGA system architecture applied to NMPC

Leandro dos Santos Coelho, Carlos H. Llanos, Renato Coral Sampaio, 2017, 2017 30th Symposium on Integrated Circuits and Systems Design (SBCCI).

Nonlinear model predictive control hardware implementation with custom-precision floating point operations

Carlos H. Llanos, Renato Coral Sampaio, Daniel M. Muñoz Arboleda, 2016, 2016 24th Mediterranean Conference on Control and Automation (MED).

Capacitor placement of distribution systems using particle swarm optimization approaches

Helon Vicente Hultmann Ayala, Chu-Sheng Lee, Leandro dos Santos Coelho, 2015 .

Cascaded evolutionary algorithm for nonlinear system identification based on correlation functions and radial basis functions neural networks

Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, L. Coelho, 2016 .

Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator

Leandro dos Santos Coelho, Helon V. H. Ayala, L. Coelho, 2012, Expert Syst. Appl..

Feature engineering to cope with noisy data in sparse identification

H. V. Ayala, Thaynã França, A. Braga, 2021, Expert Syst. Appl..

Design of heat exchangers using a novel multiobjective free search differential evolution paradigm

Viviana Cocco Mariani, Ravipudi Venkata Rao, Helon Vicente Hultmann Ayala, 2016 .

Nonlinear black-box system identification through coevolutionary algorithms and radial basis function artificial neural networks

Leandro dos Santos Coelho, Micky Rakotondrabe, Didace Habineza, 2020, Appl. Soft Comput..

Enhanced Invasive Weed Optimization Algorithm Applied to Electromagnetic Optimization

Piergiorgio Alotto, Helon V. H. Ayala, Viviana C. Mariani, 2022 .

Image thresholding segmentation based on a novel beta differential evolution approach

Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon V. H. Ayala, 2015, Expert Syst. Appl..

Multiobjective Krill Herd Algorithm for Electromagnetic Optimization

Helon V. H. Ayala, Emerson H. V. Segundo, Viviana C. Mariani, 2016, IEEE Transactions on Magnetics.

Predicting centre of mass horizontal speed in low to severe swimming intensities with linear and non-linear models

H. Ayala, J. Vilas-Boas, R. Fernandes, 2019, Journal of sports sciences.

Wind turbines anomaly detection based on power curves and ensemble learning

L. Coelho, V. Mariani, S. Moreno, 2020, IET Renewable Power Generation.

Recent Meta-Heuristics Improved by Self-Adaptation Applied to Nonlinear Model-Based Predictive Control

Renato Coral Sampaio, Helon Vicente Hultmann Ayala, Eduardo De Mendonça Mesquita, 2020, IEEE Access.

Multiobjective Symbiotic Search Algorithm Approaches for Electromagnetic Optimization

Viviana Cocco Mariani, Helon Vicente Hultmann Ayala, Carlos Eduardo Klein, 2017, IEEE Transactions on Magnetics.

Nonlinear Grey-box Identification of a Landing Gear based on Drop Test Data

Elias Dias Rossi Lopes, H. V. Ayala, 2020 .

Damage Detection in Composite Plates with Ultrasonic Guided-waves and Nonlinear System Identification

Helon V. H. Ayala, Alan Conci Kubrusly, Mateus Gheorghe de Castro Ribeiro, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Nonlinear Tire Model Approximation Using Machine Learning for Efficient Model Predictive Control

H. V. Ayala, L. Sousa, 2022, IEEE Access.

Machine Learning-Based Corrosion-Like Defect Estimation With Shear-Horizontal Guided Waves Improved by Mode Separation

Steve Dixon, Helon Vicente Hultmann Ayala, Alan Conci Kubrusly, 2021, IEEE Access.

Nonlinear Black-box System Identification through Neural Networks of a Hysteretic Piezoelectric Robotic Micromanipulator

Leandro dos Santos Coelho, Micky Rakotondrabe, Didace Habineza, 2015 .

Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines

Paulo Rodrigo Cavalin, Gilberto Reynoso-Meza, Victor Henrique Alves Ribeiro, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A Multiobjective Gaussian Particle Swarm Approach Applied to Electromagnetic Optimization

Leandro dos Santos Coelho, Piergiorgio Alotto, Helon Vicente Hultmann Ayala, 2010, IEEE Transactions on Magnetics.

Machine learning-based cement integrity evaluation with a through-tubing logging experimental setup

Mateus Gheorghe de Castro Ribeiro, A. Braga, A. Kubrusly, 2023, Geoenergy Science and Engineering.

Ensemble Grey and Black-box Nonlinear System Identification of a Positioning System

Helon Vicente Hultmann Ayala, Walisson Chaves Ferreira Pinto, H. V. Ayala, 2020 .

A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon V. H. Ayala, 2014, Appl. Math. Comput..

Bio-inspired optimization algorithms for real underwater image restoration

Leandro dos Santos Coelho, Mylène C. Q. Farias, Carlos H. Llanos, 2019, Signal Process. Image Commun..

Improved Feature Extraction of Guided Wave Signals for Defect Detection in Welded Thermoplastic Composite Joints

Mateus Gheorghe de Castro Ribeiro, A. Kubrusly, H. V. Ayala, 2022, SSRN Electronic Journal.

Data-Driven Real-Time Magnetic Tracking Applied to Myokinetic Interfaces

C. Cipriani, D. Muñoz, H. V. Ayala, 2022, IEEE Transactions on Biomedical Circuits and Systems.

Efficient hardware implementation of radial basis function neural network with customized-precision floating-point operations

Carlos H. Llanos, Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, 2017 .

Heuristic Kalman Algorithm for Multiobjective Optimization.

Gilberto Reynoso-Meza, Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, 2017 .

Multiobjective wind driven optimization approach applied to transformer design

Leandro dos Santos Coelho, Viviana Cocco Mariani, Luiz Lebensztajn, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

System Identification of an elastomeric series elastic actuator using black-box models

M. Meggiolaro, F. Lopes, H. V. Ayala, 2023, 2023 31st Mediterranean Conference on Control and Automation (MED).

Hybrid gray and black-box nonlinear system identification of an elastomer joint flexible robotic manipulator

M. Meggiolaro, F. Lopes, H. V. Ayala, 2023, Mechanical Systems and Signal Processing.

An R library for nonlinear black-box system identification

Leandro dos Santos Coelho, Helon V. H. Ayala, Marcos Cesar Gritti, 2020, SoftwareX.

Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization Approach

Leandro dos Santos Coelho, Helon V. H. Ayala, Fabio Alessandro Guerra, 2012, 2012 Brazilian Symposium on Neural Networks.

Multivariable nonlinear boiler power plant identification through neural networks and Particle Swarm Optimization approaches

Cesar Augusto Tacla, Helon V. H. Ayala, M. R. Sans, 2010, 2010 9th IEEE/IAS International Conference on Industry Applications - INDUSCON 2010.

Multiobjective Gaussian Particle Swarm Approach Applied to Multi-loop PI Controller Tuning of a Quadruple-Tank System

Nadia Nedjah, Luiza de Macedo Mourelle, Leandro dos Santos Coelho, 2010, Multi-Objective Swarm Intelligent System.

LINEAR MODELS BACKSTROKE START TIME PREDICTION USING EMG

Kelly de Jesus, Leandro dos Santos Coelho, Ricardo J. Fernandes, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

Efficient Hardware Implementation of Nonlinear Moving-horizon State Estimation with Artificial Neural Networks

R. C. Sampaio, L. Coelho, C. Llanos, 2020 .

Short-term load forecasting using wavenet ensemble approaches

Leandro dos Santos Coelho, Viviana Cocco Mariani, Gabriel Trierweiler Ribeiro, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Variable structure control optimized by differential evolution approach applied to continuous stirred tank reactor

Antonio Augusto Rodrigues Coelho, Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, 2015 .

Cascaded free search differential evolution applied to nonlinear system identification based on correlation functions and neural networks

Leandro dos Santos Coelho, Helon V. H. Ayala, Luciano Ferreira da Cruz, 2014, 2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA).

Multi-objective differential evolution algorithm for underwater image restoration

Leandro dos Santos Coelho, Mylène C. Q. Farias, Carlos H. Llanos, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Support vector approach using data augmentation with copula function applied to load forecasting

Leandro dos Santos Coelho, Gabriel Trierweiler Ribeiro, Helon Vicente Hultmann Ayala, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

XGBOOST APPLIED TO MODEL AN AIRCRAFT ENGINE RPM-FUEL RELATIONSHIP THROUGH NONLINEAR BLACK-BOX SYSTEM IDENTIFICATION

Leandro dos Santos Coelho, A. R. Tavakolpour-Saleh, Roberto Zanetti Freire, 2018 .

Neuroevolution approach for reinforcement learning task applied to control system of a cart pole system

Leandro dos Santos Coelho, Helon Vicente Hultmann Ayala, Marco Antonio Reichert Boaretto, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

MULTIOBJECTIVE OPTIMIZATION OF HEAT EXCHANGER DESIGN THROUGH HEURISTIC KALMAN ALGORITHM

Leandro dos Santos Coelho, Roberto Zanetti Freire, Pedro Henrique Domingues, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking Systems

Helon V. H. Ayala, R. Z. Freire, Pedro H. L. S. P. Domingues, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Improved multiobjective particle swarm optimization for designing PID controllers applied to robotic manipulator

Leandro dos Santos Coelho, Juliano Pierezan, Helon V. H. Ayala, 2014, 2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA).

Nonlinear receding-horizon filter approximation with neural networks for fast state of charge estimation of lithium-ion batteries

Elias Dias Rossi Lopes, C. Llanos, H. V. Ayala, 2023, Journal of Energy Storage.