Simulation of Cyber Secured Forecasting for Behind-the-Meter (BTM) Solar Photovoltaic (PV) Power.
SindhujashineNeed to simulate using Matlab for the above project. Components - For my project, instead of simulating the PV circuit, you need to apply data analytic techniques. First, you have to find out a data set (irradiance, temperature, etc.) for a rooftop PV system for a particular city (for example, Memphis city). From the data, then you have to calculate and plot the PV output power (W)/energy(J). Then you have to apply an artificial intelligence-based forecasting technique to predict the PV output power based on the given data set. Then you compare whether the forecasted power is close to the calculated/actual power or not. If not, tune the forecasting method and get an expected result with less error.
After that, you need to apply a cyber-attack on the data set or in the forecasting method to affect the prediction performance.
Please let me know whether you can
- 3 years ago
- 35
- 9-2
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