prog_models
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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...
Add support for setting noise as a covariance matrix (multivariate normal distribution)
Consider redesign of plotting/figures for ease of use. ## Tasks - [ ] Come up with design for updated figures - [ ] Get buy in on design - [...
Add automatic generation of sphinx docs to gitactions workflow D.o.D., - [ ] When a change is made that changes the sphinx-config file in the dev, release/*, or master branch-...
## D.o.D. - [ ] Identify other approaches for simulation that could be utilized, and pro's cons for utilizing them. Post finding in this issue. - [ ] Select some...
Consider feature selection tools such as Fisher Distance and Mann-Kendall Test Principal component analysis (PCA)
Test parameter estimation feature for circumstances where there are a large number of states (complex models). E.g., Battery.
Create interface for integrating models with C++ GSAP framework ## D.o.D - [ ] Interface exists in GSAP that integrates a prog_models model into GSAP - [ ] Added to...
Create a new model that can represent a battery pack - i.e., multiple cells in some combination of series and parallel