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C

Christophe Paoli

centre national de la recherche scientifique (cnrs)

H指数:20

被引数:4,125

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Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability

基于机器学习的太阳辐射预测: 基于天气变化的预测模型选择方法

IF9.4

2018-12-01111

OAAI

Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2018-05-01286

OAAI

Machine learning methods for solar radiation forecasting: A review

太阳辐射预报的机器学习方法综述

RENEWABLE ENERGY

IF9.1

2017-05-011.1K

OAAI

Forecasting method for global radiation time series without training phase: Comparison with other well-known prediction methodologies

IF9.4

2017-02-0121

OAAI

Multilayer Perceptron approach for estimating 5-min and hourly horizontal global irradiation from exogenous meteorological data in locations without solar measurements

RENEWABLE ENERGY

IF9.1

2016-05-0119

PREAI

Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model

使用ANN (人工神经网络) 模型估算倾斜太阳整体辐射的5分钟时间步长数据

IF9.4

2014-06-0166

PREAI

Time series modeling and large scale global solar radiation forecasting from geostationary satellites data

IF6.6

2014-04-0130

OAAI

Bayesian rules and stochastic models for high accuracy prediction of solar radiation

IF11

2014-02-0161

OAAI

Multi-horizon solar radiation forecasting for Mediterranean locations using time series models

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2013-12-0156

OAAI

Hybrid methodology for hourly global radiation forecasting in Mediterranean area

RENEWABLE ENERGY

IF9.1

2013-05-0173

OA

Neural network approach to estimate 10-min solar global irradiation values on tilted planes

神经网络方法估算倾斜平面上10分钟的太阳整体辐射值

RENEWABLE ENERGY

IF9.1

2013-02-0144

PREAI

Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks

使用人工神经网络估算水平倾斜平面上每小时的全球太阳辐射

IF9.4

2012-03-0170

PREAI

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

IF9.4

2012-03-01202

OA

Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation

IF9.4

2011-01-01133

OAAI

Forecasting of preprocessed daily solar radiation time series using neural networks

IF6.6

2010-12-01294

OAAI