Impact of duration and missing data on the long-term photovoltaic degradation rate estimation

International collaboration framework for the calculation of performance loss rates: Data quality, benchmarks, and trends (towards a uniform methodology)

(2021) Sascha Lindig et al.   PROGRESS IN PHOTOVOLTAICS

Nonlinear Photovoltaic Degradation Rates: Modeling and Comparison Against Conventional Methods

(2020) Marios Theristis et al.   IEEE Journal of Photovoltaics

Outdoor PV System Monitoring—Input Data Quality, Data Imputation and Filtering Approaches

(2020) Sascha Lindig et al.   Energies

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

(2020) Andreas Livera et al.   PROGRESS IN PHOTOVOLTAICS

Degradation Rate Location Dependency of Photovoltaic Systems

(2020) Alexander Frick et al.   Energies

Analysis of the Performance of Various PV Module Technologies in Peru

(2019) Irene Romero-Fiances et al.   Energies

A study on the degradation rates and the linearity of the performance decline of various thin film PV technologies

(2019) Ernesto M. Solís-Alemán et al.   SOLAR ENERGY

Quantitative analysis of degradation mechanisms in 30-year-old PV modules

(2019) Zhe Liu et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

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

(2019) Julián Ascencio-Vásquez et al.   SOLAR ENERGY

Reducing Interanalyst Variability in Photovoltaic Degradation Rate Assessments

(2019) Dirk C. Jordan et al.   IEEE Journal of Photovoltaics

Five-year performance and reliability analysis of monocrystalline photovoltaic modules with different backsheet materials

(2018) George Makrides et al.   SOLAR ENERGY

Robust PV Degradation Methodology and Application

(2018) Dirk C. Jordan et al.   IEEE Journal of Photovoltaics

Comparison of Statistical and Deterministic Smoothing Methods to Reduce the Uncertainty of Performance Loss Rate Estimates

(2018) Philip Ingenhoven et al.   IEEE Journal of Photovoltaics

Review of Statistical and Analytical Degradation Models for Photovoltaic Modules and Systems as Well as Related Improvements

(2018) Sascha Lindig et al.   IEEE Journal of Photovoltaics

Assessment of early degradation and performance loss in five co-located solar photovoltaic module technologies installed in Ghana using performance ratio time-series regression

(2018) David A. Quansah et al.   RENEWABLE ENERGY

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

(2018) Andreas Livera et al.   RENEWABLE ENERGY

Long term performance, losses and efficiency analysis of a 960 kW P photovoltaic system in the Mediterranean climate

(2017) M. Malvoni et al.   ENERGY CONVERSION AND MANAGEMENT

Forecasting degradation rates of different photovoltaic systems using robust principal component analysis and ARIMA

(2017) Elena Pieri et al.   IET Renewable Power Generation

An investigation of the key parameters for predicting PV soiling losses

(2017) Leonardo Micheli et al.   PROGRESS IN PHOTOVOLTAICS

Photovoltaic failure and degradation modes

(2017) Dirk C. Jordan et al.   PROGRESS IN PHOTOVOLTAICS

Characterization of degradation and evaluation of model parameters of amorphous silicon photovoltaic modules under outdoor long term exposure

(2016) Sofiane Kichou et al.   ENERGY

Compendium of photovoltaic degradation rates

(2016) Dirk C. Jordan et al.   PROGRESS IN PHOTOVOLTAICS

PV degradation curves: non-linearities and failure modes

(2016) Dirk C. Jordan et al.   PROGRESS IN PHOTOVOLTAICS

Field performance and degradation rates of different types of photovoltaic modules: A case study in Thailand

(2016) Amornrat Limmanee et al.   RENEWABLE ENERGY

Degradation analysis of thin film photovoltaic modules under outdoor long term exposure in Spanish continental climate conditions

(2016) Santiago Silvestre et al.   SOLAR ENERGY

Crystalline silicon PV module degradation after 20 years of field exposure studied by electrical tests, electroluminescence, and LBIC

(2015) Alberto Pozza et al.   PROGRESS IN PHOTOVOLTAICS

Correlation of the loss in photovoltaic module performance with the ageing behaviour of the backsheets used

(2015) Yuliya Voronko et al.   PROGRESS IN PHOTOVOLTAICS

Analysis of photovoltaic system performance time series: Seasonality and performance loss

(2015) Alexander Phinikarides et al.   RENEWABLE ENERGY

Novel method for the improvement in the evaluation of outdoor performance loss rate in different PV technologies and comparison with two other methods

(2015) Giorgio Belluardo et al.   SOLAR ENERGY

Definition and Computation of the Degradation Rates of Photovoltaic Systems of Different Technologies With Robust Principal Component Analysis

(2015) Andreas Kyprianou et al.   IEEE Journal of Photovoltaics

Energy yield prediction errors and uncertainties of different photovoltaic models

(2015) George Makrides et al.   PROGRESS IN PHOTOVOLTAICS

Performance loss rate of twelve photovoltaic technologies under field conditions using statistical techniques

(2014) George Makrides et al.   SOLAR ENERGY

A simplified model of uniform shading in large photovoltaic arrays

(2013) Chris Deline et al.   SOLAR ENERGY

The Dark Horse of Evaluating Long-Term Field Performance—Data Filtering

(2013) Dirk C. Jordan et al.   IEEE Journal of Photovoltaics

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Photovoltaic Degradation Rates-an Analytical Review

(2011) D. C. Jordan et al.   PROGRESS IN PHOTOVOLTAICS

On the temperature dependence of photovoltaic module electrical performance: A review of efficiency/power correlations

(2008) E. Skoplaki et al.   SOLAR ENERGY