CPC H01M 10/48 (2013.01) [H01M 10/4257 (2013.01); H01M 2010/4271 (2013.01); H01M 2010/4278 (2013.01)] | 21 Claims |
1. A system for self-regulating a battery, comprising: a machine learning module receiving battery parameter history and generating a battery degradation forecast and one or more probability weighted demand forecasts; a battery state of health (SoH) module computing an updated battery model using one or more internal battery parameters and the battery degradation forecast; a power system module generating, from the updated battery model, one or more module support plans where one of the one or more module support plans is used as a power out plan for a battery management unit, wherein the one or more module support plans are evaluated against one or more battery requirements to generate a usage score to be assigned to each of the one or more module support plans.
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