Describe the bug
When using the default (non-MOSEK) solver in the main pipeline, the capacity change algorithm returns incorrect results on some test data with known capacity changes. Specifically, the trend term is large and positive, fitting the capacity changes with the trend rather than the piecewise constant term. This only occurs for some edge cases of true positive data sets.
To Reproduce
Steps to reproduce the behavior:
- Load PVO test data provided by Chris Deline (NREL)
- Run data handler pipeline with default solver
- Inspect capacity change results
Expected behavior
When solving with MOSEK, you get the following result, with is expected:
Environment (please complete the following information about your working environment):
- OS: MacOS
- Python version: 3.12.3
- Solar Data Tools version: 1.6.6
- cvxpy: 1.6.2
- clarabel: 0.9.0
- mosek: 11.0.8
Describe the bug
When using the default (non-MOSEK) solver in the main pipeline, the capacity change algorithm returns incorrect results on some test data with known capacity changes. Specifically, the trend term is large and positive, fitting the capacity changes with the trend rather than the piecewise constant term. This only occurs for some edge cases of true positive data sets.
To Reproduce
Steps to reproduce the behavior:
Expected behavior
When solving with MOSEK, you get the following result, with is expected:
Environment (please complete the following information about your working environment):