Fig. 1 System output response under Scenario 1 More about this image found in System output response under Scenario 1

Fig. 2 Generated residual signal under Scenario 1 More about this image found in Generated residual signal under Scenario 1

Fig. 3 Residual evaluation function under Scenario 1 More about this image found in Residual evaluation function under Scenario 1

Fig. 4 Evaluation of event trigger under Scenario 1 More about this image found in Evaluation of event trigger under Scenario 1

Fig. 5 System output response under Scenario 2 More about this image found in System output response under Scenario 2

Fig. 6 Generated residual signal under Scenario 2 More about this image found in Generated residual signal under Scenario 2

Fig. 7 Residual evaluation function under Scenario 2 More about this image found in Residual evaluation function under Scenario 2

Fig. 8 Evaluation of event trigger under Scenario 2 More about this image found in Evaluation of event trigger under Scenario 2

Fig. 1 We estimate (Algorithm 1) equivalent circuit model states and parameters from data; parameters are functions, represented by Gaussian processes, rather than constants More about this image found in We estimate (Algorithm 1) equivalent circuit model states and parameters fr...

Fig. 2 Li-ion model with first-order RC electrical circuit and lumped thermal model. All electrical parameters are modeled as Gaussian processes. More about this image found in Li-ion model with first-order RC electrical circuit and lumped thermal mode...

Fig. 3 Synthetic data for simulation More about this image found in Synthetic data for simulation

Fig. 4 Ground truth functions for α ( z ) , β ( z ) , R 0 ( z , I ) together with their GP estimates using 1 cycle of input/output data. Estimation errors are reported in Table 1 . More about this image found in Ground truth functions for α ( z ) , β ( z ) , R 0 ( ...