[HTML][HTML] A Comprehensive Review on Deep Learning Techniques in Power System Protection: Trends, Challenges, Applications and Future Directions
The new edged and multi-source integrated electric power systems (EPSs) with increasing
complexity necessitate advanced protection mechanisms to meet the demand for reliability …
complexity necessitate advanced protection mechanisms to meet the demand for reliability …
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 …
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 …
Dual-indexed Ensemble Kalman filtering-based anti-islanding Detection Methods for AC microgrids
This paper presents a novel Ensemble Kalman Filter (EnKF)-based passive anti-islanding
method designed to enhance the reliability and stability of AC microgrids amid increasing …
method designed to enhance the reliability and stability of AC microgrids amid increasing …
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 data …
renewable energy sources (RESs) and have become the most promising extension in data …
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 …
Fault Detection and Fault Location in a Grid‐Connected Microgrid Using Optimized Deep Learning Neural Network
The significant prevalence of distributed energy resources in microgrids due to their unique
characteristics and activities creates protection issues. This paper introduces fault detection …
characteristics and activities creates protection issues. This paper introduces fault detection …
Voltage-actuated islanding detection scheme to ensure grid security and reliability with high renewable energy penetration
PR Bheel, MK Bhaskar, OP Mahela - Renewable Energy Integration in …, 2025 - Elsevier
This chapter designed a voltage-actuated islanding detection scheme (VAIDS) to detect and
discriminate islanding events from the operational events with the generation available from …
discriminate islanding events from the operational events with the generation available from …
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 …