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Quantifying the Environmental Sensitivity of SSTDR Signals for Monitoring PV Strings

Journal Article · · IEEE Journal of Photovoltaics
Current spread spectrum time-domain reflectometry (SSTDR) fault detection methods in photovoltaics compare measurements with a fault-free baselin.Yet, environmental factors, such as illuminance, temperature, and humidity, affect these signals and can negatively affect our ability to detect and locate faults. This article explains and quantifies the effects of environmental factors on SSTDR measurements. We demonstrate that illuminance, temperature, and humidity each significantly affect reflections from photovoltaic panels, which require the use of up to 240 baselines to prevent environmental variation from obscuring faults. Here, we present a method to determine the number of required baselines in any given climate and motivate future work in baseline prediction.
Research Organization:
University of Utah, Salt Lake City, UT (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Solar Energy Technologies Office
Grant/Contract Number:
EE0008169
OSTI ID:
2234307
Alternate ID(s):
OSTI ID: 1980416
Journal Information:
IEEE Journal of Photovoltaics, Journal Name: IEEE Journal of Photovoltaics Journal Issue: 1 Vol. 12; ISSN 2156-3381
Publisher:
IEEECopyright Statement
Country of Publication:
United States
Language:
English

References (26)

Computer-aided design of PV/wind hybrid system journal August 2003
An enhanced machine learning based approach for failures detection and diagnosis of PV systems journal November 2017
Temperature-based structural health monitoring baseline for long-span bridges journal March 2015
Anomaly detection and predictive maintenance for photovoltaic systems journal October 2018
Baseline model based structural health monitoring method under varying environment journal August 2019
Artificial neural network-based modelling and fault detection of partial shaded photovoltaic modules journal September 2016
Automatic fault detection in grid connected PV systems journal August 2013
Fault detection in a grid-connected photovoltaic system using adaptive thresholding method journal November 2018
On best approximate solutions of linear matrix equations journal January 1956
Effects of environmental and operational variability on structural health monitoring journal December 2006
A new DC arc fault detection method using DC system component modeling and analysis in low frequency range conference March 2015
Spread Spectrum Time Domain Reflectometry for Complex Impedances: Application to PV Arrays conference September 2018
PV arc-fault detection using spread spectrum time domain reflectometry (SSTDR) conference September 2014
A robust monitoring technique for fault detection in grid-connected PV plants conference October 2018
A Comprehensive Review of Catastrophic Faults in PV Arrays: Types, Detection, and Mitigation Techniques journal May 2015
Comparative Evaluation of DC Fault-Mitigation Techniques in Large PV Systems journal July 2015
Online Fault Detection and Diagnosis in Photovoltaic Systems Using Wavelet Packets journal January 2018
Detection and Localization of Disconnections in PV Strings Using Spread-Spectrum Time-Domain Reflectometry journal January 2020
An Overview of Spread Spectrum Time Domain Reflectometry Responses to Photovoltaic Faults journal May 2020
Quantifying the Window of Uncertainty for SSTDR Measurements of a Photovoltaic System journal April 2021
Measuring PV system series resistance without full IV curves conference June 2014
Characterizing fire danger from low-power photovoltaic arc-faults conference June 2014
An Irradiance-Independent, Robust Ground-Fault Detection Scheme for PV Arrays Based on Spread Spectrum Time-Domain Reflectometry (SSTDR) journal August 2018
Clearing Series AC Arc Faults and Avoiding False Alarms Using Only Voltage Waveforms journal April 2020
Fault Detection In PV Strings Using SSTDR conference July 2018
Effect of Temperature Variations on Wave Propagation Characteristics in Power Cables journal March 2015

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