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Physics-Informed Neural Network with Thevenin Equivalent Circuit for Accurate SOC Li-ion Battery Estimation

open access: yesAdvance Sustainable Science Engineering and Technology
Accurate state of charge (SOC) estimation is essential for the safety, performance, and longevity of lithium-ion batteries. Physics-based models such as equivalent circuit models (ECMs) are computationally efficient but struggle under nonlinear and time-varying conditions, whereas purely data-driven approaches often lack interpretability.
Chico Hermanu Brillianto Apribowo   +3 more
openaire   +1 more source

Tailoring the Scattering Response of Optical Nanocircuits Using Modular Assembly. [PDF]

open access: yesNanomaterials (Basel), 2022
Farooq S   +4 more
europepmc   +1 more source

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