Technical Name Methods for building model, judging operation statepredicting maximum power generation of solar cell
Project Operator Kun Shan University
Project Host 任才俊
Summary
"A method for establishing a solar cell model includes: 
 1. Continuously collecting relevant parameters of a new solar cell during a period of steady-state operation.
 2. Using these parameters for modeling the solar cell by a fuzzy neural network,setting the environment factors/values as input,the maximum generated power of the solar cell as the output. 
 3. Based on the established model, the repairedreplaced statusmaximum power generation of the solar cell may be predicted."
Scientific Breakthrough
"A method applied in solar power generation system is proposed in the creation. It collects data according to its location of the solar power generation panel,establish a mathematical model to provide prediction, characteristic analysisaging prediction of solar cells power generation. This creation includes:
 (A) Power generation prediction: solar energy has the disadvantage of intermittent power generationcannot generate energy all the day. The shortcomings of solar cells may be solved by combining with battery storageelectrolysis into hydrogen energy. The power generation of solar power generation systems is greatly affected by natural conditions,it will affect the stability of the power grid system. Power predicti
Industrial Applicability
"A method applied in solar power generation system is proposed in the creation. It collects data according to its location of the solar power generation panel,establish a mathematical model to provide prediction, characteristic analysisaging prediction of solar cells power generation. This creation includes:
 (A) Power generation prediction: solar energy has the disadvantage of intermittent power generationcannot generate energy all the day. The shortcomings of solar cells may be solved by combining with battery storageelectrolysis into hydrogen energy. The power generation of solar power generation systems is greatly affected by natural conditions,it will affect the stability of the power grid system. Power predicti
Keyword Solar power generation power generation forecasting aging forecasting solar power generation modeling fuzzy neural networks internet of things failure forecasting predictive models green energy machine learning
Notes
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  • Tsai Jiun Ren
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