skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Data processing and quality verification for improved photovoltaic performance and reliability analytics

Authors:
ORCiD logo [1]; ORCiD logo [2];  [3]; ORCiD logo [1];  [1];  [4]; ORCiD logo [2]; ORCiD logo [1]
  1. PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, Department of Electrical and Computer Engineering University of Cyprus Nicosia 1678 Cyprus
  2. Sandia National Laboratories Albuquerque NM 87185 USA
  3. SolarCentury 90 Union Street London SE1 0NW UK
  4. Gantner Instruments GmbH Montafonerstraße 4 Schruns 6780 Austria
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1670826
Resource Type:
Journal Article: Published Article
Journal Name:
Progress in Photovoltaics
Additional Journal Information:
Journal Name: Progress in Photovoltaics; Journal ID: ISSN 1062-7995
Publisher:
Wiley Blackwell (John Wiley & Sons)
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Livera, Andreas, Theristis, Marios, Koumpli, Elena, Theocharides, Spyros, Makrides, George, Sutterlueti, Juergen, Stein, Joshua S., and Georghiou, George E. Data processing and quality verification for improved photovoltaic performance and reliability analytics. United Kingdom: N. p., 2020. Web. doi:10.1002/pip.3349.
Livera, Andreas, Theristis, Marios, Koumpli, Elena, Theocharides, Spyros, Makrides, George, Sutterlueti, Juergen, Stein, Joshua S., & Georghiou, George E. Data processing and quality verification for improved photovoltaic performance and reliability analytics. United Kingdom. doi:10.1002/pip.3349.
Livera, Andreas, Theristis, Marios, Koumpli, Elena, Theocharides, Spyros, Makrides, George, Sutterlueti, Juergen, Stein, Joshua S., and Georghiou, George E. Wed . "Data processing and quality verification for improved photovoltaic performance and reliability analytics". United Kingdom. doi:10.1002/pip.3349.
@article{osti_1670826,
title = {Data processing and quality verification for improved photovoltaic performance and reliability analytics},
author = {Livera, Andreas and Theristis, Marios and Koumpli, Elena and Theocharides, Spyros and Makrides, George and Sutterlueti, Juergen and Stein, Joshua S. and Georghiou, George E.},
abstractNote = {},
doi = {10.1002/pip.3349},
journal = {Progress in Photovoltaics},
issn = {1062-7995},
number = ,
volume = ,
place = {United Kingdom},
year = {2020},
month = {10}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record at 10.1002/pip.3349

Save / Share:

Works referenced in this record:

Inference of missing data in photovoltaic monitoring datasets
journal, April 2016

  • Gottschalg, Ralph; Rowley, Paul; Palmer, Diane
  • IET Renewable Power Generation, Vol. 10, Issue 4
  • DOI: 10.1049/iet-rpg.2015.0355

Missing Data Imputation of Solar Radiation Data under Different Atmospheric Conditions
journal, October 2014

  • Turrado, Concepción; López, María; Lasheras, Fernando
  • Sensors, Vol. 14, Issue 11
  • DOI: 10.3390/s141120382

Five-year performance and reliability analysis of monocrystalline photovoltaic modules with different backsheet materials
journal, September 2018


Online Fault Detection in PV Systems
journal, October 2015

  • Platon, Radu; Martel, Jacques; Woodruff, Norris
  • IEEE Transactions on Sustainable Energy, Vol. 6, Issue 4
  • DOI: 10.1109/TSTE.2015.2421447

Nonlinear Photovoltaic Degradation Rates: Modeling and Comparison Against Conventional Methods
journal, July 2020


Automated performance monitoring for PV systems using pecos
conference, June 2017

  • Klise, Katherine A.; Stein, Joshua S.
  • 2017 IEEE 44th Photovoltaic Specialists Conference (PVSC), 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC)
  • DOI: 10.1109/PVSC.2017.8366806

Missing Data in Educational Research: A Review of Reporting Practices and Suggestions for Improvement
journal, December 2004


Recent advances in failure diagnosis techniques based on performance data analysis for grid-connected photovoltaic systems
journal, April 2019


Transient Weighted Moving-Average Model of Photovoltaic Module Back-Surface Temperature
journal, July 2020


Missing value imputation for short to mid-term horizontal solar irradiance data
journal, September 2018


Methodology of Köppen-Geiger-Photovoltaic climate classification and implications to worldwide mapping of PV system performance
journal, October 2019


A power-rating model for crystalline silicon PV modules
journal, December 2011


QCPV: A quality control algorithm for distributed photovoltaic array power output
journal, February 2017


pvlib python: a python package for modeling solar energy systems
journal, September 2018

  • F. Holmgren, William; W. Hansen, Clifford; A. Mikofski, Mark
  • Journal of Open Source Software, Vol. 3, Issue 29
  • DOI: 10.21105/joss.00884

On the choice of the best imputation methods for missing values considering three groups of classification methods
journal, June 2011

  • Luengo, Julián; García, Salvador; Herrera, Francisco
  • Knowledge and Information Systems, Vol. 32, Issue 1
  • DOI: 10.1007/s10115-011-0424-2

Fault experiments in a commercial-scale PV laboratory and fault detection using local outlier factor
conference, June 2014

  • Zhao, Ye; Balboni, Florent; Arnaud, Thierry
  • 2014 IEEE 40th Photovoltaic Specialists Conference (PVSC), 2014 IEEE 40th Photovoltaic Specialist Conference (PVSC)
  • DOI: 10.1109/PVSC.2014.6925661

PV degradation curves: non-linearities and failure modes: PV degradation curves: non-linearities and failure modes
journal, September 2016

  • Jordan, Dirk C.; Silverman, Timothy J.; Sekulic, Bill
  • Progress in Photovoltaics: Research and Applications, Vol. 25, Issue 7
  • DOI: 10.1002/pip.2835

Review of photovoltaic degradation rate methodologies
journal, December 2014

  • Phinikarides, Alexander; Kindyni, Nitsa; Makrides, George
  • Renewable and Sustainable Energy Reviews, Vol. 40
  • DOI: 10.1016/j.rser.2014.07.155

Quality of performance assessment of PV plants based on irradiation maps
journal, November 2008


mice : Multivariate Imputation by Chained Equations in R
journal, January 2011

  • Buuren, Stef van; Groothuis-Oudshoorn, Karin
  • Journal of Statistical Software, Vol. 45, Issue 3
  • DOI: 10.18637/jss.v045.i03

Robust PV Degradation Methodology and Application
journal, March 2018