Risks
- There is a compatibility risk with the parser integration into the Django web app due to operating system limitations, which necessitates a shift to a Linux environment.
- There are also some convergence issues in the battery lambda gradient, indicating a risk in the mathematical modeling and computational efficiency of the multi-period solver.
System Changes
- Plan to transit to an AWS EC2 Ubuntu instance to overcome the compatibility issues encountered with Windows
- Plan to refine the mathematical equations and introduce specific modifications to renewable PQ loads
- Shift from linear regression to LSTM models for forecasting introduces a change in the analytical approach.
Schedule Changes
- The integration of the parser is a bit behind due to the incompatibility