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A unique FPGA for the implementation of neural strategies for identifying harmonic distortions

Serge Raoul Naoussi Dzonde, Herve Berviller, Charles Hubert Kom, Patrice Wira
2013 IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society  
In this way, the implementation of all the functionalities of the active filter control has been realized by means of a unique FPGA chip.  ...  In this paper, three optimized neural harmonics extraction methods are presented and compared in terms of simulation results, FPGA implementation and practical considerations.  ...  Another purpose of this work is to show that it is possible to implement all the functionalities of the APF control unit by means of a unique FPGA chip.  ... 
doi:10.1109/iecon.2013.6699161 dblp:conf/iecon/DzondeBKW13 fatcat:f6srj6qz2rbztcyio6da7bb6pm

Bayesian Neural Networks for Identification and Classification of Radio Frequency Transmitters Using Power Amplifiers' Nonlinearity Signatures

Jiachen Xu, Yuyi Shen, Ethan Chen, Vanessa Chen
2021 IEEE Open Journal of Circuits and Systems  
Moreover, the BNN classifier is implemented on field-programmable gate array (FPGA) with parallel pseudo-Gaussian random number generators to achieve a throughput of more than 340,000 classifications per  ...  The Bayesian neural networks achieve 89.5% accuracy on the task of classifying six transmitters.  ...  for implementation in FPGA.  ... 
doi:10.1109/ojcas.2021.3089499 fatcat:plswd32bezc3znc5dl22pxhmdi

A Multifunctional Smart Meter Using ANN-PSO Flux Estimation and Harmonic Active Compensation with Fuzzy Voltage Regulation

Edson A. Batista, Moacyr A. G. de Brito, João C. Siqueira, Jeandro C. Dias, Raphael C. Gomes, Maurilio F. R. Catharino, Matheus B. Gomes
2021 Sensors  
An artificial neural network trained with particle swarm optimization is used for stator flux estimation, and a fuzzy logic controller is adopted to regulate the power converter DC bus voltage.  ...  A transmission control protocol together with Internet protocol (TCP/IP) communication protocol for the remote access of measurement data is embedded into the application to securely transmit reliable  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s21124154 fatcat:ouvmpglzjnfvnnm33n7jig6xwe

An Insight to Harmonic Suppression Techniques with Power Filters in Power Electronics

Shamala N, C. Lakshminarayana
2015 International Journal of Computer Applications  
From more than a decade, there are sets of effective research contribution towards introducing a technique for suppression such harmonics using filters.  ...  The study presents a state-of-art review of techniques of harmonic suppression with an aid of the research gap.  ...  Another unique study was proposed by Merabet et al. [31] most recently, where the author have adopted neural network to evaluate harmonics in dSPACE board.  ... 
doi:10.5120/19566-1334 fatcat:c3h2c77xmrcsnid6wbzddswtyq

A Unified Artificial Neural Network Architecture for Active Power Filters

Djaffar Ould Abdeslam, Patrice Wira, Jean Merckle, Damien Flieller, Yves-Andr Chapuis
2007 IEEE transactions on industrial electronics (1982. Print)  
We introduce a neural method based on Adalines for the online extraction of the voltage components to recover a balanced and equilibrated voltage system, and three different methods for harmonic filtering  ...  These three methods efficiently separate the fundamental harmonic from the distortion harmonics of the measured currents.  ...  For this reasons, we propose to identify the amplitude of the harmonics of the power system voltage with a neural approach.  ... 
doi:10.1109/tie.2006.888758 fatcat:pmki5s75b5aozeaducyihfczz4

Selective Harmonic Elimination for a Single-Phase 13-level TCHB Based Cascaded Multilevel Inverter Using FPGA

Wahidah Abd. Halim, Nasrudin Abd. Rahim, Maaspaliza Azri
2014 Journal of Power Electronics (JPE)  
This paper presents an implementation of selective harmonic elimination (SHE) modulation for a single-phase 13-level transistor-clamped H-bridge (TCHB) based cascaded multilevel inverter.  ...  The digital modulator based-SHE scheme using a field-programmable gate array (FPGA) is described and has been implemented on an Altera DE2 board.  ...  These switching angle are then examined for their corresponding total harmonic distortion (THD) given by: IV.  ... 
doi:10.6113/jpe.2014.14.3.488 fatcat:iqs35sz7dvby7pcta7lqcyhoom

Author Index

2020 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)  
Javanese: Another Adaptation of the Nazief-Adriani Algorithm Nugraha, Syechu 2C.3 412 Design and Implementation of SVPWM Inverter to Reduce Total Harmonic Distortion (THD) on Three Phase Induction  ...  2C.3 412 Design and Implementation of SVPWM Inverter to Reduce Total Harmonic Distortion (THD) on Three Phase Induction Motor Speed Regulation Using Constant V/F S A B C D E F G H I J K L M N  ... 
doi:10.1109/isriti51436.2020.9315357 fatcat:ydauinv74jgdxbe3gpdfhebv3i

Comparison of the FPGA Implementation of Two Multilevel Space Vector PWM Algorithms

O. Lopez, J. Alvarez, J. Doval-Gandoy, F.D. Freijedo, A. Nogueiras, A. Lago, C.M. Penalver
2008 IEEE transactions on industrial electronics (1982. Print)  
Field programmable gate arrays (FPGAs), with their concurrent processing capability, are suitable for the implementation of multilevel modulation algorithms.  ...  Multilevel converters can meet the increasing demand of power ratings and power quality associated with reduced harmonic distortion and lower electromagnetic interference.  ...  harmonic distortion and lower electromagnetic interference [2] .  ... 
doi:10.1109/tie.2008.917159 fatcat:6vkjfhpt6beita7cmimrj2537y

The M2DC Project: Modular Microserver DataCentre

Mariano Cecowski, Giovanni Agosta, Ariel Oleksiak, Michal Kierzynka, Micha vor dem Berge, Wolfgang Christmann, Stefan Krupop, Mario Porrmann, Jens Hagemeyer, Rene Griessl, Meysam Peykanu, Lennart Tigges (+13 others)
2016 2016 Euromicro Conference on Digital System Design (DSD)  
This paper provides an overview of the different topics FPGAs have been used for in the last 15 years of research and why they have been chosen over other processing units like e.g. CPUs.  ...  Since their introduction, FPGAs can be seen in more and more different fields of applications.  ...  Starting with an explanation and a graphical overview of the distribution of FPGA applications in the reviewed publications, the significant identified fields are introduced.  ... 
doi:10.1109/dsd.2016.76 dblp:conf/dsd/CecowskiAOKBCKP16 fatcat:bu4nbkqaejebjafrotibui6mkq

Model Predictive Control of Power Electronic Systems: Methods, Results, and Challenges

Petros Karamanakos, Eyke Liegmann, Tobias Geyer, Ralph Kennel
2020 IEEE Open Journal of Industry Applications  
Moreover, solvers and control platforms that can be employed for the real-time implementation of MPC algorithms are presented.  ...  This survey paper highlights the most relevant MPC techniques for power electronic systems.  ...  Fig. 9 : 9 Fig. 9: FPGA-based SoC structure for the implementation of direct MPC.  ... 
doi:10.1109/ojia.2020.3020184 fatcat:4kbdnek6h5cxhlxmk5i2tpyrzu

Paper Titles

2020 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)  
of Bit Error Measurement using FPGA for Visible Light Communication Design and Implementation of SVPWM Inverter to Reduce Total Harmonic Distortion (THD) on Three Phase Induction Motor Speed Regulation  ...  I 5 A B C D E F G H I L M N O P Q R S T U V W Implementation of Fuzzy-PID Based MPPT for Stand Alone 1.75 kWP PV System xl Implementation of Maximum Power Point Tracking on PV System using Artificial  ... 
doi:10.1109/isriti51436.2020.9315349 fatcat:7lctjs3x45apfgec42ra4u7l2e

Field Programmable Gate Array Applications—A Scientometric Review

Juan Ruiz-Rosero, Gustavo Ramirez-Gonzalez, Rahul Khanna
2019 Computation  
These publications show the vast range of applications based on FPGAs, from the new mechanism that enables the magnetic suspension system for the kilogram redefinition, to the Mars rovers' navigation systems  ...  This paper reviews the top FPGAs' applications by a scientometric analysis in ScientoPy, covering publications related to FPGAs from 1992 to 2018.  ...  Total Harmonic Distortion (THD) is a measure of the effective value of the harmonic components of a distorted waveform and it is commonly used for a quick measure of distortion [581].  ... 
doi:10.3390/computation7040063 fatcat:wxtatzsvvnfopghdfl25hcfc2a

Elimination of Harmonics in Multilevel Inverter Using Multi-Group Marine Predator Algorithm-Based Enhanced RNN

G. Krithiga, V. Mohan, R Sitharthan
2022 International Transactions on Electrical Energy Systems  
Here, recurrent neural network (RNN) is considered where the hidden neurons are tuned by MGMPA with the intention of harmonic distortion parameter (HDP) minimization, thus called as enhanced recurrent  ...  The limitation of SHE is that it is difficult to find solutions for nonlinear equations. As a result, specific optimization approaches must be used.  ...  Harmonic Distortion Parameter Analysis. e study of this distortion is unique. A single-frequency sinusoidal signal is applied to the circuit, and the output is monitored and examined with distortion.  ... 
doi:10.1155/2022/8004425 fatcat:2h7dkkytyvgxrnbwomal2qkh7a

Implementation of ANN Controller Based UPQC Integrated with Microgrid

Hina Mahar, Hafiz Mudasir Munir, Jahangir Badar Soomro, Faheem Akhtar, Rashid Hussain, Mohamed F. Elnaggar, Salah Kamel, Josep M. Guerrero
2022 Mathematics  
d-q-0 translation and the need for costly controllers such as DSPs and FPGAs.  ...  An Artificial Neural Network (ANN) controller for a voltage source converter-based UPQC is proposed to minimize the system's cost and complexity by eliminating mathematical operations such as a-b-c to  ...  The model has been implemented using MATLAB and an FPGA board for compensating the voltage sag/swell, unbalanced load conditions, and harmonic eliminations.  ... 
doi:10.3390/math10121989 fatcat:ckbtvmu7eredpikjwbhmhznavy

Experimental Validation of Predictive Current Control for DFIG: FPGA Implementation

Manale Bouderbala, Badre Bossoufi, Olivier Deblecker, Hala Alami Aroussi, Mohammed Taoussi, Ahmed Lagrioui, Saad Mtahhir, Mehedi Masud, Fahad A. Alraddady
2021 Electronics  
A wind emulator and a test bench for assessing control strategies were conceptualized. The DSPACE DS1104 board served as the foundation for the design of a wind emulation system.  ...  The purpose of this study is to design a real-time current predictive control for a wind energy conversion system (WECS) using a doubly-fed induction generator (DFIG).  ...  Authors would like to thank for the support from WBI organisation (Wallonie Bruxelles Internationale). Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics10212670 fatcat:ghd4kddx7zcqlp4vknw3nx6p6y
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