.png){kind=icon}
返回
Model estimation for solar generation forecasting using cloud cover data
.png){kind=icon}
OA
AI
DOI：10.1016/j.solener.2017.08.086.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper presents a parametric model approach to address the problem of photovoltaic generation forecasting in a scenario where measurements of meteorological variables, i.e., solar irradiance and temperature, are not available at the plant site. This scenario is relevant to electricity network operation, when a large number of PV plants are deployed in the grid. The proposed method makes use of raw cloud cover data provided by a meteorological service combined with power generation measurements, and is particularly suitable in PV plant integration on a large-scale basis, due to low model complexity and computational efficiency. An extensive validation is performed using both simulated and real data.
Keyword:
Photovoltaic generation
Modeling
Estimation
Forecasting
Cloud cover
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6.6
论文数:
1.4W
被引数:
6.2W
机构
引用论文
Forecasting solar radiation -: Preliminary evaluation of an approach based upon the national forecast database预测太阳辐射-: 基于国家预报数据库的方法的初步评估.png)
SOLAR ENERGY
SOLAR ENERGYIF6.6
PREAI
分享收藏Epigenetic Regulation of Manganese Superoxide Dismutase Expression in Human Breast Cancer Cells人乳腺癌细胞中锰超氧化物歧化酶表达的表观遗传调控Epigenetics
OAAI
EpigeneticsIF0
OAAI分享收藏Review of solar irradiance forecasting methods and a proposition for small-scale insular grids小型岛屿电网的太阳辐照度预测方法和命题综述OAAI
OAAI分享收藏Short-term forecasting of solar radiation:: A statistical approach using satellite dataSOLAR ENERGY
SOLAR ENERGYIF6.6
PREAI
分享收藏Prediction of hourly solar radiation using a novel hybrid model of ARMA and TDNNSOLAR ENERGY
SOLAR ENERGYIF6.6
PREAI
分享收藏Monthly average clear-sky broadband irradiance database for worldwide solar heat gain and building cooling load calculationsSOLAR ENERGY
SOLAR ENERGYIF6.6
PREAI
分享收藏分享收藏
查看更多内容