In this thesis, three novel, multi-scale Lithium-ion aging mitigating techniques are proposed. First, we introduce a State-of-Health-aware active cell balancing technique for electric vehicles that reduces stress on already impaired cells. Then, we develop an intelligent charging scheme for smartphones that delays charging based on usage predictions. Finally, we develop a control strategy for a system consisting of a stationary storage and photovoltaics that minimizes the sum of PV and battery aging cost, electricity costs as well as the privacy leakage induced by smart meters. Also, we compare the respective effectivenss.
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In this thesis, three novel, multi-scale Lithium-ion aging mitigating techniques are proposed. First, we introduce a State-of-Health-aware active cell balancing technique for electric vehicles that reduces stress on already impaired cells. Then, we develop an intelligent charging scheme for smartphones that delays charging based on usage predictions. Finally, we develop a control strategy for a system consisting of a stationary storage and photovoltaics that minimizes the sum of PV and battery a...
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