Multiple Open-Switch Fault Diagnosis for Three-Phase Four-Leg Inverter under Unbalanced Loads via Interval Sliding Mode Observer
S Xu, Y Zhang, Y Hu, Y Chai, H Wang… - … on Power Electronics, 2024 - ieeexplore.ieee.org
The three-phase four-leg inverter has garnered significant attention for its advantages in
addressing unbalanced loads and other factors. However, compared to traditional three …
addressing unbalanced loads and other factors. However, compared to traditional three …
Detection of Abnormal Operation of PV Inverters based on Regressive Prediction Models with Recursive Least Squares Training
P Moreno, G Laguna, J Cipriano… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The large-scale integration of photovoltaic (PV) power plants has launched the massive
deployment of PV inverters. In fact, just a single multi-megawatts (MWs) PV plant may have …
deployment of PV inverters. In fact, just a single multi-megawatts (MWs) PV plant may have …
Detection of abnormal operation of PV inverters based on regressive prediction models with recursive least squares training
PA Moreno Kübel, G Laguna Benet… - IEEE Journal of …, 2024 - upcommons.upc.edu
The large scale integration of photovoltaic (PV) power plants has launched the massive
deployment of PV inverters. In fact, just a single multi-MW PV plant may have thousands of …
deployment of PV inverters. In fact, just a single multi-MW PV plant may have thousands of …
AI-Enhanced Inverter Fault and Anomaly Detection System for Distributed Energy Resources in Microgrids
The integration of Distributed Energy Resources (DERs) into power distribution systems has
made microgrids foundational to grid modernization. These DERs, connected through power …
made microgrids foundational to grid modernization. These DERs, connected through power …
[PDF][PDF] Fault Diagnosis of Inverter Power Switches Using Signal-Data Based Machine Learning
CN IBEM - 2024 - researchonline.gcu.ac.uk
Abstract Voltage Source Inverters (VSIs) are pivotal in modern power electronic systems,
supporting applications such as adjustable speed drives, power conditioning, and …
supporting applications such as adjustable speed drives, power conditioning, and …
Application of Machine Learning Algorithms for Enhanced Smart Grid Control and Management
HM Khounsari, A Fazeli - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
This paper presents an in-depth exploration of machine learning (ML) applications in smart
grids, focusing on six key areas: demand forecasting, energy management, microgrid …
grids, focusing on six key areas: demand forecasting, energy management, microgrid …
[PDF][PDF] INTERNATIONAL JOURNAL OF INNOVATIVE STUDIES
AED MAKING - researchgate.net
This study explores the potential of artificial intelligence (AI) to enhance decision-making
processes and create value in Nigeria. The research examines the current landscape of AI …
processes and create value in Nigeria. The research examines the current landscape of AI …