A global sensitivity analysis method applied to wind farm power output estimation models

Robust bioenergy technologies for the German heat transition: A novel approach combining optimization modeling with Sobol’ sensitivity analysis

(2020) Matthias Jordan et al.   APPLIED ENERGY

Influence of the variation of meteorological and operational parameters on estimation of the power output of a wind farm with active power control

(2020) Santiago Díaz et al.   RENEWABLE ENERGY

Performance Sensitivity of a Wind Farm Power Curve Model to Different Signals of the Input Layer of ANNs: Case Studies in the Canary Islands

(2019) Sergio Velázquez Medina et al.   COMPLEXITY

Investigation of energy output in mountain wind farm using multiple-units SCADA data

(2019) Juchuan Dai et al.   APPLIED ENERGY

Coordinated optimal operation of hydro–wind–solar integrated systems

(2019) Hongxuan Zhang et al.   APPLIED ENERGY

Global sensitivity analysis of offshore wind turbine foundation fatigue loads

(2019) Joey Velarde et al.   RENEWABLE ENERGY

Global sensitivity analysis of solid oxide fuel cells with Bayesian sparse polynomial chaos expansions

(2019) Qian Shao et al.   APPLIED ENERGY

Risk constrained stochastic economic dispatch considering dependence of multiple wind farms using pair-copula

(2018) M.S. Li et al.   APPLIED ENERGY

Uncertainty and global sensitivity analysis for the optimal design of distributed energy systems

(2018) Georgios Mavromatidis et al.   APPLIED ENERGY

Weather forecasts for microgrid energy management: Review, discussion and recommendations

(2018) Agustín Agüera-Pérez et al.   APPLIED ENERGY

A novel data-driven scenario generation framework for transmission expansion planning with high renewable energy penetration

(2018) Mingyang Sun et al.   APPLIED ENERGY

Direction-Dependent Power Curve Modeling for Multiple Interacting Wind Turbines

(2018) Mingdi You et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Probabilistic power flow computation considering correlated wind speeds

(2018) Qing Xiao et al.   APPLIED ENERGY

Uncertainty quantification and sensitivity analysis of the domestic hot water usage in hotels

(2018) Zhihong Pang et al.   APPLIED ENERGY

Climate change impacts and adaptation strategies for a hydro-dominated power system via stochastic optimization

(2018) Omar J. Guerra et al.   APPLIED ENERGY

A D-vine copula quantile regression approach for the prediction of residential heating energy consumption based on historical data

(2018) Rochus Niemierko et al.   APPLIED ENERGY

Comparison of several measure-correlate-predict models using support vector regression techniques to estimate wind power densities. A case study

(2017) Santiago Díaz et al.   ENERGY CONVERSION AND MANAGEMENT

C-Vine Copula Mixture Model for Clustering of Residential Electrical Load Pattern Data

(2017) Mingyang Sun et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Global sensitivity analysis of the blade geometry variables on the wind turbine performance

(2017) Fernando Echeverría et al.   WIND ENERGY

Sensitivity analysis in the technical potential assessment of onshore wind and ground solar photovoltaic power resources at regional scale

(2016) Arthur Bossavy et al.   APPLIED ENERGY

Shapley Effects for Global Sensitivity Analysis: Theory and Computation

(2016) Eunhye Song et al.   SIAM-ASA Journal on Uncertainty Quantification

Comparison of feature selection methods using ANNs in MCP-wind speed methods. A case study

(2015) José A. Carta et al.   APPLIED ENERGY

Efficient information based goodness-of-fit tests for vine copula models with fixed margins: A comprehensive review

(2015) Ulf Schepsmeier   JOURNAL OF MULTIVARIATE ANALYSIS

Approximate Uncertainty Modeling in Risk Analysis with Vine Copulas

(2015) Tim Bedford et al.   RISK ANALYSIS

Spatiotemporal Modeling of Wind Generation for Optimal Energy Storage Sizing

(2015) Hamed Valizadeh Haghi et al.   IEEE Transactions on Sustainable Energy

Uncertainty and global sensitivity analysis in the design of parabolic-trough direct steam generation plants for process heat applications

(2014) R. Silva et al.   APPLIED ENERGY

Generalized Sobol sensitivity indices for dependent variables: numerical methods

(2014) G. Chastaing et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Insights into Persistence Mechanisms of a Zoonotic Virus in Bat Colonies Using a Multispecies Metapopulation Model

(2014) Margarita Pons-Salort et al.   PLoS One

Sobol' Indices and Shapley Value

(2014) Art B. Owen   SIAM-ASA Journal on Uncertainty Quantification

Global sensitivity analysis of wind turbine power output

(2013) Phillip M. McKay et al.   WIND ENERGY

Monitoring of wind farms’ power curves using machine learning techniques

(2012) Antonino Marvuglia et al.   APPLIED ENERGY

Selecting and estimating regular vine copulae and application to financial returns

(2012) J. Dißmann et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Generalized Hoeffding-Sobol decomposition for dependent variables - application to sensitivity analysis

(2012) Gaelle Chastaing et al.   Electronic Journal of Statistics

Analysis of Wind Turbine Vibrations Based on SCADA Data

(2010) Andrew Kusiak et al.   JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME

Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

(2009) Sebastien Da Veiga et al.   TECHNOMETRICS

A review of wind speed probability distributions used in wind energy analysis

(2008) J.A. Carta et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Statistical modelling of directional wind speeds using mixtures of von Mises distributions: Case study

(2007) José A. Carta et al.   ENERGY CONVERSION AND MANAGEMENT

Goodness-of-fit tests for copulas: A review and a power study

(2007) Christian Genest et al.   INSURANCE MATHEMATICS & ECONOMICS