Analysis of UV Radiation and its Relationship with Solar Indices Using Statistical and Artificial Neural Network Method

Analysis of UV Radiation and its Relationship with Solar Indices Using Statistical and Artificial Neural Network Method

Journal

Subject and more

  • LCC Subject Category: Environmental Sciences
  • Publisher's keywords: Daily UV radiation, Multi linear Regression Analysis and Artificial Neural Network, solar indices
  • Language of fulltext: english
  • Full-text formats available: PDF

AUTHORS

    Samuel Selvaraj.R and Sumathi.R

EDITORIAL INFORMATION

FULL TEXT

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ABSTRACT

Study analyses hourly average of daily UV radiation measured at Chennai in relationship with solar indices by multi linear regression analysis and Artificial Neural Network to forecast performance parameter namely Mean Bias Error and Mean Average Percentage error (MAPE). Moreover, study compares predicted UV radiation against measured value. It is concluded that ANN model prediction or estimation is better than the multiple regression model.

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