Data driven/physical hybrid model for soc determination in lithium batteries

US2015081237A1 · US · A1

Patent metadata
FieldValue
Publication numberUS-2015081237-A1
Application numberUS-201314032160-A
CountryUS
Kind codeA1
Filing dateSep 19, 2013
Priority dateSep 19, 2013
Publication dateMar 19, 2015
Grant date

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Abstract

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A hybrid model to determine state-of-charge for lithium batteries includes both a physical model and an empirical or data-driven model. The physical model is an electrochemical model, based on the battery materials properties and structure and describes dynamic electrochemical reactions. The empirical model uses coulomb counting and a relaxation filter, plus a Kalman filter for adaptive compensation of the system parameters. In some SOC regimes, one model is strongly favored over the other. In some SOC regions, a weighted combination of the two models is used.

First claim

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We claim: 1 . A method of determining state of charge (SOC) for a rechargeable battery cell at various times t n throughout the discharge portion the cell's cycle comprising the steps of: a) fully charging a battery cell comprising lithium metal as an anode, lithium iron phosphate as a cathode, and a polymer electrolyte as a separator so that SOC is 100%; b) discharging the cell over a period of time t x while also recording in a memory location voltage(t n ), temperature(t…

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What does patent US2015081237A1 cover?
A hybrid model to determine state-of-charge for lithium batteries includes both a physical model and an empirical or data-driven model. The physical model is an electrochemical model, based on the battery materials properties and structure and describes dynamic electrochemical reactions. The empirical model uses coulomb counting and a relaxation filter, plus a Kalman filter for adaptive compens…
Who is the assignee on this patent?
Seeo Inc
What technology area does this patent fall under?
Primary CPC classification G01R31/3651. Mapped technology areas include Physics.
When was this patent published?
Publication date Thu Mar 19 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (A1). Legal status and post-grant events are not shown on this page.
What related patents are in patentsdb?
We list 1 related publication on this page (citations in our corpus or others sharing the same primary CPC).