Model-Constrained Deep Learning for Online Fault Diagnosis in Li-ion Batteries over Stochastic Conditions for the Proposed Scenario Code. The meaning of the code file is as follows: Train: Training of the network in Fig 1(b) and Fig 1(c) of the proposed method with the directed linear layer in Fig 1(d) Test: Test on sample data Class: the desired class Function: the required function Dataset acquisition link: https://doi.org/10.5281/zenodo.10656500