A fault diagnosis strategy for analog circuits with limited samples based on the combination of the transformer and generative models
Z Jia, Q Yang, Y Li, S Wang, P Xu, Z Liu - Sensors, 2023 - mdpi.com
As a pivotal integral component within electronic systems, analog circuits are of paramount
importance for the timely detection and precise diagnosis of their faults. However, the …
importance for the timely detection and precise diagnosis of their faults. However, the …
[HTML][HTML] Two-stage active power curtailment-based islanding detection technique for photovoltaic-based microgrids with zero non-detection zone
R Bakhshi-Jafarabadi, AS Fontova, M Popov - … Energy Technologies and …, 2024 - Elsevier
Effective islanding detection is mandatory for distributed generations (DGs) to avoid
equipment damage and ensure the safety of network personnel. This paper proposes a fast …
equipment damage and ensure the safety of network personnel. This paper proposes a fast …
Machine Learning-Based Multiclass Anomaly Detection and Classification in Hybrid Active Distribution Networks
Anomaly detection in power systems is crucial for operational reliability and safety, often
addressed through binary classification in existing research. However, a research gap exists …
addressed through binary classification in existing research. However, a research gap exists …
Data-Driven Island Detection Using Chi-Squared Discretization-Based Random Forest Approach for Microgrid With RES
JH Liu, CC Chen - IEEE Transactions on Industry Applications, 2024 - ieeexplore.ieee.org
Machine learning models have been widely extended in island detection for microgrid with
renewable energy sources (RESs) and have become the most promising extension in …
renewable energy sources (RESs) and have become the most promising extension in …
Multivariable Algorithm Using Signal-Processing Techniques to Identify Islanding Events in Utility Grid with Renewable Energy Penetration
M Li, A Chen, P Liu, W Ren, C Zheng - Energies, 2024 - mdpi.com
This paper designs a multi-variable hybrid islanding-detection method (HIDM) using signal-
processing techniques. The signals of current captured on a test system where the …
processing techniques. The signals of current captured on a test system where the …
Islanding and fault detection of inverter based distributed generations using wavelet packet transform and ensemble
MA Ajith, RM Shereef - Electric Power Systems Research, 2024 - Elsevier
Abstract The adoption of Distributed Generation (DG) technology has seen a substantial
level of advancement in recent years. This has created potential protection issues in …
level of advancement in recent years. This has created potential protection issues in …
[PDF][PDF] Sustainable Energy Technologies and Assessments
R Bakhshi-Jafarabadi, J Sadeh, M Dehghan - pure.tudelft.nl
Effective islanding detection is mandatory for distributed generations (DGs) to avoid
equipment damage and ensure the safety of network personnel. This paper proposes a fast …
equipment damage and ensure the safety of network personnel. This paper proposes a fast …