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
Authors
Contributing authors:
Created by jobatake on 2016/12/17 00:49.