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Title: Wavelet-based convolutional neural network for non-intrusive load monitoring of next generation shipboard Power Systems

Journal Article · · Measurement: Sensors

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
2439630
Journal Information:
Measurement: Sensors, Journal Name: Measurement: Sensors Journal Issue: C Vol. 35; ISSN 2665-9174
Publisher:
ElsevierCopyright Statement
Country of Publication:
Country unknown/Code not available
Language:
English

References (21)

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Transient event detection in spectral envelope estimates for nonintrusive load monitoring journal July 1995
A Load Identification Method Based on Active Deep Learning and Discrete Wavelet Transform journal January 2020
Non-Intrusive Load Monitoring Using a CNN-LSTM-RF Model Considering Label Correlation and Class-Imbalance journal January 2021
DC Fault Detection and Pulsed Load Monitoring Using Wavelet Transform-Fed LSTM Autoencoders journal December 2021
Shipboard Fault Detection Through Nonintrusive Load Monitoring: A Case Study journal November 2018
Adaptive Non-Intrusive Load Monitoring Based on Feature Fusion journal April 2022
Power signature analysis journal March 2003
Resilient Distribution Networks Considering Mobile Marine Microgrids: A Synergistic Network Approach journal August 2021
PALDi: Online Load Disaggregation via Particle Filtering journal February 2015
Fault Location in Ungrounded Photovoltaic System Using Wavelets and ANN journal April 2018
Optimal Flow of MVDC Shipboard Microgrids With Hybrid Storage Enhanced With Capacitive and Resistive Droop Controllers journal July 2021
Nonintrusive Load Monitoring Using Wavelet Design and Machine Learning journal January 2016
Non-Intrusive Load Monitoring Using Semi-Supervised Machine Learning and Wavelet Design journal November 2017
Transfer Learning for Non-Intrusive Load Monitoring journal March 2020
Non-Intrusive Load Monitoring: A Review journal January 2023
A Multi-Task Deep Learning Approach for Non-Intrusive Load Monitoring of Multiple Appliances journal May 2024
Short-Circuit Fault Management in DC Electric Ship Propulsion System: Protection Requirements, Review of Existing Technologies and Future Research Trends journal March 2018
STFT Cluster Analysis for DC Pulsed Load Monitoring and Fault Detection on Naval Shipboard Power Systems journal June 2020
Energy Disaggregation Using Elastic Matching Algorithms journal January 2020

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