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Journal of biosystems engineering : JBE v.37 no.1, 2012년, pp.11 - 18   피인용횟수: 1

Modeling of Solar Radiation Using Silicon Solar Module

Kim, Joon-Yong    (Dept. of Biosystems Engineering, Seoul National University   ); Yang, Seung-Hwan    (Center for Safety Measurement, Korea Research Institute of Standards and Science   ); Lee, Chun-Gu    (Dept. of Biosystems Engineering, Seoul National University   ); Kim, Young-Joo    (Environmentally Materials & Components Center, Korea Institute of Industrial Technology   ); Kim, Hak-Jin    (Dept. of Biosystems Engineering, Seoul National University   ); Cho, Seong-In    (Dept. of Biosystems Engineering, Seoul National University   ); Rhee, Joong-Yong    (Dept. of Biosystems Engineering, Seoul National University  );
  • 초록

    Purpose: Short-circuit current of a solar module that is widely used as a power source for wireless environmental sensors is proportional to solar radiation although there are a lot of factors affecting the short-circuit current. The objective of this study is to develop a model for estimating solar radiation for using the solar module as a power source and an irradiance sensor. Methods: An experiment system collected data on the short-circuit current and environmental factors (ambient temperature, cloud cover and solar radiation) during 65 days. Based on these data, two linear regression models and a non-linear regression model were developed and evaluated. Results: The best model was a linear regression model with short-circuit current, angle of incidence and cloud cover and its overall RMSE(Root Means Square Error) was 66.671 $W/m^2$ . The other linear model (RMSE 69.038 $W/m^2$ ) was also acceptable when the cloud cover data is not available.


  • 주제어

    Greenhouse .   Pyranometer .   Regression Model .   Solar Module .   Wireless Sensor.  

  • 참고문헌 (23)

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  • 이 논문을 인용한 문헌 (1)

    1. 2013. "" Journal of biosystems engineering : JBE, 38(1): 25~32     

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  • 양승환 (5)

  • 이춘구 (2)

  • 김영주 (6)

  • 김학진 (8)

  • Cho, Seong-In (4)

  • 이중용 (22)

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