Lithium-ion battery pack performance and longevity can be severely affected by cell-to-cell variations. Statistical modeling is an important tool for optimization of performance and safety of battery packs. In this work a statistical model of Lithium-ion battery cell, based on Polynomial Chaos Expansion is developed. Performance are compare with Monte Carlo simulations.
Stochastic model of Lithium-ion Batteries based on Polynomial Chaos Expansion / Orcioni, Simone; Conti, Massimo. - (2019). ( 7th International Conference on CLEAN ELECTRICAL POWER Otranto, Italy 2-4 July 2019) [10.1109/ICCEP.2019.8890170].
Stochastic model of Lithium-ion Batteries based on Polynomial Chaos Expansion
Orcioni Simone;Conti Massimo
2019-01-01
Abstract
Lithium-ion battery pack performance and longevity can be severely affected by cell-to-cell variations. Statistical modeling is an important tool for optimization of performance and safety of battery packs. In this work a statistical model of Lithium-ion battery cell, based on Polynomial Chaos Expansion is developed. Performance are compare with Monte Carlo simulations.File in questo prodotto:
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