Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Anomaly Detection of Disconnects Using SSTDR and Variational Autoencoders

Journal Article · · IEEE Sensors Journal

Not provided.

Research Organization:
Univ. of Utah, Salt Lake City, UT (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
EE0008169
OSTI ID:
1980425
Journal Information:
IEEE Sensors Journal, Vol. 22, Issue 4; ISSN 1530-437X
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (22)

Online Fault Diagnosis for Photovoltaic Arrays Based on Fisher Discrimination Dictionary Learning for Sparse Representation journal January 2021
Detection and Localization of Disconnections in a Large-Scale String of Photovoltaics Using SSTDR journal July 2021
An Overview of Spread Spectrum Time Domain Reflectometry Responses to Photovoltaic Faults journal May 2020
Quantifying the Environmental Sensitivity of SSTDR Signals for Monitoring PV Strings journal January 2022
Finding Faults in PV Systems: Supervised and Unsupervised Dictionary Learning With SSTDR journal February 2021
A Recurrent Variational Autoencoder for Speech Enhancement conference May 2020
Latent Space Expanded Variational Autoencoder for Sentence Generation journal January 2019
Detection and Localization of Disconnections in PV Strings Using Spread-Spectrum Time-Domain Reflectometry journal January 2020
The invisible fray: a critical analysis of the use of reflectometry for fray location journal June 2006
Variational Autoencoder Based Fault Detection and Location Method for Power Distribution Network conference October 2020
Spread Spectrum Time Domain Reflectometry With Lumped Elements on Asymmetric Transmission Lines journal January 2021
Online Two-Section PV Array Fault Diagnosis With Optimized Voltage Sensor Locations journal November 2015
A Shadow Fault Diagnosis Method Based on the Quantitative Analysis of Photovoltaic Output Prediction Error journal July 2020
Improving clustering based anomaly detection with concave hull: An application in fault diagnosis of wind turbines conference July 2016
Fault Diagnosis in Photovoltaic Arrays Using GBSSL Method and Proposing a Fault Correction System journal August 2020
Anomaly Warning and Fault Detection in DC Pico-grid with enhanced k-Nearest Neighbours Technique conference May 2018
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection conference October 2018
Short-Term Forecasting of Photovoltaic Solar Power Production Using Variational Auto-Encoder Driven Deep Learning Approach journal November 2020
Detecting Microcracks in Photovoltaics Silicon Wafers using Varitional Autoencoder conference June 2020
On Information and Sufficiency journal March 1951
A New Algorithm for Wire Fault Location Using Time-Domain Reflectometry journal April 2014
A Non Destructive Reflectometry Based Method for the Location and Characterization of Incipient Faults in Complex Unknown Wire Networks conference September 2018