STFT cluster analysis for DC pulsed load monitoring and fault detection on naval shipboard power systems

A Maqsood, D Oslebo, K Corzine… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Current trends in Naval shipboard power system architecture indicate that the electrification
of future warships is inevitable, and it will be equipped with loads that draw periodic pulsed …

Long short-term memory autoencoder neural networks based dc pulsed load monitoring using short-time fourier transform feature extraction

Y Ma, A Maqsood, K Corzine… - 2020 IEEE 29th …, 2020 - ieeexplore.ieee.org
Dc loads are increasingly used in electric ship power systems supplying a larger amount of
power electronic loads. The need for load monitoring and fault detection in dc microgrids …

Comparative analysis of data driven fault detection using wavelet and Fourier transform for DC pulsed power load in the all-electric ship

Y Ma, A Maqsood, D Oslebo… - 2021 IEEE Applied …, 2021 - ieeexplore.ieee.org
Next generation warships require energy dense distribution to power advanced weapon and
sensor loads. A particularly concerning issue is that these advanced pulsating loads draw …

Real-time dc pulsed power load monitoring using simplified k-nn algorithms

Y Ma, A Maqsood, D Oslebo… - 2021 IEEE Energy …, 2021 - ieeexplore.ieee.org
Extensive deployment of power electronic loads in Naval ship power systems indicate the
inevitable full ship electrification. Many Naval loads draw pulse power with a rapid and large …

Real-time Cluster Analysis based Fault Detection for Dc Pulsed Power Load in the All-Electric Ship

Y Ma, A Maqsood, D Oslebo… - 2021 IEEE Applied …, 2021 - ieeexplore.ieee.org
Many of the new electronic loads being placed on Naval ships draw pulsed currents with a
rapid and large transient from the dc power system. This creates difficulty in distinguishing …

Fault Detection for Naval Pulsed-Energy Mission Loads Using a Novel Machine Learning Approach

D Oslebo, KA Corzine, T Weatherford… - Naval Engineers …, 2021 - ingentaconnect.com
Next generation warships require energy dense distributions to power advanced weapon
and sensor loads on the horizon. Medium-voltage dc distribution is well-suited to provide …

Power System Event Detection Using the Energy Detector: A Performance Analysis

AJ Wilson, AR Ekti, Y Liu - 2023 IEEE Power & Energy Society …, 2023 - ieeexplore.ieee.org
As the grid becomes smarter, the need to accurately detect, predict, and classify waveform
phenomena is growing. When it comes to detecting high-frequency behaviors, ie transients …

DPMU-based Event Classification in Microgrids Using Time Domain and Spectral Features of Limited Measurements

S Som, R Dutta, A Mitra, S Chakrabarti… - 2022 IEEE Power & …, 2022 - ieeexplore.ieee.org
A microgrid can be subjected to various unexpected events, such as sudden loss of
generation/load demand, faults, maloperation of capacitor banks, etc. To take appropriate …

[图书][B] AI Applications to Load Monitoring and Fault Detection for Power Electronics Systems in DC Microgrids

Y Ma - 2022 - search.proquest.com
Extensive deployment of power electronic loads in naval ship power systems indicate full
ship electrification is inevitable. Next generation warships require high power density …

Power System Event Detection Using the Energy Detector: A Performance Analysis

AR Ekti, Y Liu - 2023 - osti.gov
As the grid becomes smarter, the need to accurately detect, predict, and classify waveform
phenomena is growing. When it comes to detecting high-frequency behaviors, ie transients …