Simple Model for Predicting Time Series Soiling of Photovoltaic Panels

Merissa Coello; Liza Boyle

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Simple Model for Predicting Time Series Soiling of Photovoltaic Panels

机译：预测光伏面板时间序列污染的简单模型

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摘要

Results from a model to predict soiling losses of photovoltaic (PV) arrays are presented. The model uses ambient airborne particulate matter concentrations, both PM

机译：给出了预测光伏（PV）阵列污染损失的模型的结果。该模型使用环境空气传播的颗粒物浓度（PM）

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来源
《Photovoltaics, IEEE Journal of》 |2019年第5期|1382-1387|共6页
作者
Merissa Coello; Liza Boyle;
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作者单位

Department of Environmental Resources Engineering Humboldt State University Arcata CA USA;

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原文格式 PDF
正文语种 eng
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关键词
Rain; Atmospheric modeling; Data models; Predictive models; Loss measurement; Cleaning; Soil measurements;

机译：雨;大气模拟;数据模型;预测模型;损失计量;清洁;土壤测量;

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1. Markov models from data by simple nonlinear time series predictors in delay embedding spaces - art. no. 056201 [J] . Ragwitz M., Kantz H. Physical review, E. Statistical physics, plasmas, fluids, and related interdisciplinary topics . 2002,第5aPta2期

机译：延迟嵌入空间中的简单非线性时间序列预测变量根据数据建立马尔可夫模型-艺术。没有。 056201
2. Artificial neural network modeling and sensitivity analysis for soiling effects on photovoltaic panels in Morocco [J] . Laarabi B., May Tzuc O., Dahlioui D., Superlattices and microstructures . 2019,第MARa期

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3. Artificial neural network and time series models for predicting soil salt and water content. (Special Issue: Salinity management in China.) [J] . Zou Ping, Yang JingSong, Fu JianRong, Agricultural Water Management . 2010,第12期

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4. Modeling of the Influence of Dust Soiling on Photovoltaic Panels for Desert Applications The Example of the Solar Test Facility at Doha, Qatar [C] . Nicolas Barth, Benjamin Figgis, Amir A. Abdallah, International Renewable and Sustainable Energy Conference . 2017

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Simple Model for Predicting Time Series Soiling of Photovoltaic Panels

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