prog_models
prog_models copied to clipboard
nasa
The NASA Prognostic Model Package is a Python framework focused on defining and building models for prognostics (computation of remaining useful life) of engineering systems, and provides a set of pro...
**DoD** - [ ] Explore compatibility with Simpy - [ ] Add issues, as needed, for follow-up work to ensure or demonstrate compatibility
New Feature: Generate a table to compare the configuration of multiple models of the same type.
**Describe the bug** BatteryElectroChemEODEOL vectorization is not working **Relevant Requirements** #143, #163 **To Reproduce** Run BatteryElectroChemEODEOL with vectorized input **Expected behavior** Vectorized output
New Feature: Generate a table to compare the configuration of multiple models of the same type. It would look something like this: model.parameters.compare(other.parameters, ...) | | 0 | 1 |...
Investigate additional methods for surrogate model generation. # DoD - [ ] Investigate additional methods - [ ] Add methods as feature issues
**Requirement Text** Allow the user to specify additional states (e.g., nonlinear states) in surrogate model generation **Background Information** The DMD surrogate model generation algorithm linearizes the model. To counter this...
Maybe include (but not use) a commented out example of generating profiles programmatically? Not sure if it's done differently or would break anything but might be helpful seeing how it's...
Noise generation currently converts back and forth. Resolve this.
The initial tests for linear model are very simple. We should extend those tests to include other features (e.g., making sure the values make sense (i.e., the matrices are used...