A low-power analog integrated implementation of the support vector machine algorithm with on-chip learning tested on a bearing fault application
A novel analog integrated implementation of a hardware-friendly support vector machine
algorithm that can be a part of a classification system is presented in this work. The utilized …
algorithm that can be a part of a classification system is presented in this work. The utilized …
Design and verification of petri-net-based cyber-physical systems oriented toward implementation in field-programmable gate arrays—a case study example
R Wiśniewski, M Wojnakowski, Z Li - Energies, 2022 - mdpi.com
This paper presents a novel design approach of a Petri-net-based cyber-physical system
(CPS). The idea is oriented toward implementation in a field-programmable gate array …
(CPS). The idea is oriented toward implementation in a field-programmable gate array …
Artificial Intelligence Methods for Analysis and Optimization of CHP Cogeneration Units Based on Landfill Biogas as a Progress in Improving Energy Efficiency and …
Combined heat and power generation is the simultaneous conversion of primary energy (in
the form of fuel) in a technical system into useful thermal and mechanical energy (as the …
the form of fuel) in a technical system into useful thermal and mechanical energy (as the …
Parallel implementation on FPGA of support vector machines using stochastic gradient descent
FF Lopes, JC Ferreira, MAC Fernandes - Electronics, 2019 - mdpi.com
Sequential Minimal Optimization (SMO) is the traditional training algorithm for Support
Vector Machines (SVMs). However, SMO does not scale well with the size of the training set …
Vector Machines (SVMs). However, SMO does not scale well with the size of the training set …
A hardware architecture for svpwm digital control with variable carrier frequency and amplitude
L Di Benedetto, A Donisi, GD Licciardo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A novel digital controller for the space-vector pulsewidth modulation (SVPWM) algorithm
used in three-phase power inverters is shown. From an analysis of the vector representation …
used in three-phase power inverters is shown. From an analysis of the vector representation …
FPGA implementation of carrier-based PWM techniques for single-phase matrix converters
Field programmable gate arrays (FPGAs) stand out as a highly efficient and reliable digital
solution to control power electronics converters. Direct single-to-single-phase matrix …
solution to control power electronics converters. Direct single-to-single-phase matrix …
Implementation of hardware architecture for svpwm with arbitrary parameters
L Di Benedetto, A Donisi, GD Licciardo, R Liguori… - IEEE …, 2022 - ieeexplore.ieee.org
A novel hardware digital architecture for the Space Vector Pulse Width Modulation
technique is proposed. Its features are the reduced hardware resources and the real-time …
technique is proposed. Its features are the reduced hardware resources and the real-time …
A hardware descriptive approach to beetle antennae search
Beetle antennae search (BAS) is a newly developed meta-heuristic algorithm which is
effectively used for optimizing objective functions of complex forms or even unknown forms …
effectively used for optimizing objective functions of complex forms or even unknown forms …
A New Hardware Architecture for SVPWM Technique based on the Taylor decomposition
L Di Benedetto, A Donisi, R Liguori… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
A novel hardware digital architecture for the space vector pulsewidth modulation (SVPWM)
technique is proposed and based on a novel algorithm for the evaluation of the dwell times …
technique is proposed and based on a novel algorithm for the evaluation of the dwell times …
A fully FPGA implementation of SVPWM for three-phase inverters without external reference signals
A Donisi, L Di Benedetto, GD Licciardo… - … on Environment and …, 2020 - ieeexplore.ieee.org
In this paper we propose a novel method to implement Space Vector Pulse Width
Modulation algorithm in Field Programmable Gate Array hardware. It is based on storing pre …
Modulation algorithm in Field Programmable Gate Array hardware. It is based on storing pre …