Time series prediction using artificial wavelet neural network and multi-resolution analysis: Application to wind speed data

B Doucoure, K Agbossou, A Cardenas - Renewable Energy, 2016 - Elsevier
The aim of this work is to develop a prediction method for renewable energy sources in
order to achieve an intelligent management of a microgrid system and to promote the …

Fuzzy systems, neural networks and neuro-fuzzy systems: A vision on their hardware implementation and platforms over two decades

G Bosque, I del Campo, J Echanobe - Engineering Applications of Artificial …, 2014 - Elsevier
In recent decades, and in order to develop applications covering several areas of
knowledge, different researchers have been performing hardware implementations around …

An implementation of hybrid control strategy for distributed generation system interface using Xilinx system generator

SJ Pinto, G Panda, R Peesapati - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents an analytical study and hardware-in-loop (HIL) cosimulation design of a
grid-connected inverter system with a combinational robust observer-based modified …

Implementation of Field-Programmable Gate Array Platform for Object Classification Tasks Using Spike-Based Backpropagated Deep Convolutional Spiking Neural …

V Kakani, X Li, X Cui, H Kim, BS Kim, H Kim - Micromachines, 2023 - mdpi.com
This paper investigates the performance of deep convolutional spiking neural networks
(DCSNNs) trained using spike-based backpropagation techniques. Specifically, the study …

A fast state estimator for systems including limited number of PMUs

T Wu, CY Chung, I Kamwa - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
This paper presents a fast state estimator and a corresponding bad data (BD) processing
architecture aimed at improving computational efficiency and maintaining high estimation …

A Gauss–Newton ADALINE for dynamic phasor estimation of power signals and its FPGA implementation

S Nanda, PK Dash - IEEE Transactions on Instrumentation and …, 2016 - ieeexplore.ieee.org
This paper presents a new hybrid adaptive filter based on modified Gauss-Newton adaptive
linear element (MGNA) for estimating the fundamental and harmonic phasors along with the …

Frequency and phase-angle estimation using ordinary least squares

CJ Ramos, AP Martins… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The extensive use of grid-connected power electronics converters in the most different
conditions, eg, grid voltage quality, power level and grid codes, requires a robust …

Load sharing strategy for autonomous AC microgrids based on FPGA implementation of ADALINE&FLL

C Guzman, A Cardenas… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Paralleled operation of voltage-source inverters (VSIs) is currently achieved by using
voltage/frequency droop control techniques which requires the knowledge of the system …

Experimental evaluation of voltage positive feedback based anti-islanding algorithm: Multi-inverter case

A Cardenas, K Agbossou - IEEE Transactions on Energy …, 2012 - ieeexplore.ieee.org
The novel scenario of power systems with massive utilization of distributed generation (DG)
imposes that islanding detection methods for voltage source inverter (VSI)-interfaced DGs …

Development of power interface with FPGA-based adaptive control for PEM-FC system

A Cardenas, K Agbossou… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper presents the development of a power interface for a fuel cell (FC) system
supplying an ac load. The proposed system comprises a two stages conditioning system …