Local, single-ended, traveling-wave fault location on distribution systems using frequency and time-domain data
This work proposes a signal-based fault location method combining both time and frequency-
domain features. The method is based on the Traveling Wave (TW) detection and analysis …
domain features. The method is based on the Traveling Wave (TW) detection and analysis …
Protection analysis of a traveling-wave, machine-learning protection scheme for distributions systems with variable penetration of solar PV
This work provides a detailed protection analysis of a fast, Traveling-Wave (TW), Machine-
Learning (ML), local, non-directional, economic, and setting-less protection scheme. The …
Learning (ML), local, non-directional, economic, and setting-less protection scheme. The …
Fast traveling wave detection and identification method for power distribution systems using the discrete wavelet transform
M Jimenez-Aparicio, MJ Reno… - 2023 IEEE Power & …, 2023 - ieeexplore.ieee.org
This work proposes a Traveling Wave (TW) detection and identification method that
addresses the demanding time and functional constraints that TW-based protection …
addresses the demanding time and functional constraints that TW-based protection …
[PDF][PDF] Fast Human Recognition System on Real-Time Camera
The rapid development of technology requires several technological fields to keep pace to
increase work effectiveness and efficiency. One focus that is widely used is image …
increase work effectiveness and efficiency. One focus that is widely used is image …
Embedded, real-time, and distributed traveling wave fault location method using graph convolutional neural networks
M Jiménez-Aparicio, J Hernández-Alvidrez… - Energies, 2022 - mdpi.com
This work proposes and develops an implementation of a fault location method to provide a
fast and resilient protection scheme for power distribution systems. The method analyzes the …
fast and resilient protection scheme for power distribution systems. The method analyzes the …
Micro Random Forest: A Local, High-Speed Implementation of a Machine-Learning Fault Location Method for Distribution Power Systems
M Jimenez-Aparicio… - 2023 IEEE Power & …, 2023 - ieeexplore.ieee.org
This work proposes and tests a Machine-Learning (ML), Traveling Wave-based fault location
framework for distribution systems that only requires local voltage data. The feature creation …
framework for distribution systems that only requires local voltage data. The feature creation …
Hardware implementation of a traveling wave protection device for dc microgrids
This paper elaborates the results of the hardware implementation of a traveling wave (TW)
protection device (PD) for DC microgrids. The proposed TWPD is implemented on a …
protection device (PD) for DC microgrids. The proposed TWPD is implemented on a …
Field Validation of a Local, Traveling-Wave, Fault Detection Method for DC Microgrids
J Hernandez-Alvidrez, ARR Dow… - 2023 IEEE PES …, 2023 - ieeexplore.ieee.org
This paper proposes and validates a near realtime fault detection method using Traveling
Waves (TWs) for DC microgrids. The method can be executed on low-cost embedded …
Waves (TWs) for DC microgrids. The method can be executed on low-cost embedded …
[PDF][PDF] Design Human Object Detection Yolov4-Tiny Algorithm on ARM Cortex-A72 and A53
Currently, many object detection systems still use devices with large sizes, such as using
PCs, as supporting devices, for object detection. This makes these devices challenging to …
PCs, as supporting devices, for object detection. This makes these devices challenging to …
Adaptive Protection and Control for High Penetration PV and Grid Resilience (Final Technical Report)
The report summarizes the work and accomplishments of DOE SETO funded project 36533
“Adaptive Protection and Control for High Penetration PV and Grid Resilience”. In order to …
“Adaptive Protection and Control for High Penetration PV and Grid Resilience”. In order to …