On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach
Recent advancements in sensing, measurement, and computing technologies have
significantly expanded the potential for signal-based applications, leveraging the synergy …
significantly expanded the potential for signal-based applications, leveraging the synergy …
[HTML][HTML] Harmonic measurement and analysis system for characterization of adjustable speed drives
A Arranz-Gimon, A Zorita-Lamadrid… - International Journal of …, 2024 - Elsevier
Variable speed drives, commonly employed for motor speed control, incorporate electronic
converters that emit harmonics to both the power grid and the motor-load system. These …
converters that emit harmonics to both the power grid and the motor-load system. These …
[HTML][HTML] Three novel machine learning-based adaptive controllers for a photovoltaic shunt active power filter performance enhancement
AA Jai, M Ouassaid - Scientific African, 2024 - Elsevier
This study develops three new machine learning-based algorithms using the SVR prediction
approach. The overall objective is to enhance the performance of the PV shunt active power …
approach. The overall objective is to enhance the performance of the PV shunt active power …
Enhancing Power Quality in Industry 4.0 Manufacturing Using the Multi-Criteria Selection Method
Industry 4.0 technology is growing rapidly in the manufacturing industry and other
businesses. Devices used in Industry 4.0 are manufactured with high-frequency switching …
businesses. Devices used in Industry 4.0 are manufactured with high-frequency switching …
Effect of Material Changes on the Total Harmonic Distortions Caused by Aluminum Electrolytic Capacitors
R Kalbitz - IEEE Access, 2024 - ieeexplore.ieee.org
This paper describes a comparative study of the total harmonic distortion (THD) caused by
commercial electrolytic capacitors. The study includes selected capacitors with a …
commercial electrolytic capacitors. The study includes selected capacitors with a …
CZT-Based Harmonic Analysis in Smart Grid Using Low-Cost Electronic Measurement Boards
This paper validates the use of a harmonic analysis algorithm on a microcontroller to
perform measurements of non-stationary signals in the context of smart grids. The increasing …
perform measurements of non-stationary signals in the context of smart grids. The increasing …
[PDF][PDF] Data-Driven Vibration-Based Condition Monitoring: Fundamentals, Applications, and Challenges
SAS Aburakhia - 2024 - ir.lib.uwo.ca
Abstract Vibration-Based Condition Monitoring (VBCM) is commonly utilized in Prognostics
and Health Management (PHM) due to its non-destructive nature and inherent advantages …
and Health Management (PHM) due to its non-destructive nature and inherent advantages …