====== Forecasting Final Notes ====== ===== Updates ===== * Least Squares Working * Zenith Angle Normalization * Standard Normalization * No Normalization * Tap Filter Function * 3-D Plots Working * Zenith Angle Normalization * Standard Normalization * No Normalization * Error Checking Functions * Zenith Angle Check * Replace and check zenith angle greater than 87º with 87º * Check Errors * Replace and check erroneous solar irradiance values * Check Samples * Check for continuous time samples and add missing data ===== Largest Problems ===== * Working with NREL data! * So many errors * Gaps * Weird irradiance and zenith angle values * Using Python Library Functions! * Need to notate correct function type * EX. np.reshape function needs "F" type notated * np.reshape(a, (2, 3), order='F') ===== Future Work ===== * Predict power produced by solar irradiance * Implement online algorithm * Work with data collected from our weather boxes * Work on documentation