Estimation of lithium-ion battery capacity as function of state-of-lithiation swing
US-2016107590-A1 · Apr 21, 2016 · US
US11644516B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11644516-B2 |
| Application number | US-202117517249-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 2, 2021 |
| Priority date | Nov 6, 2020 |
| Publication date | May 9, 2023 |
| Grant date | May 9, 2023 |
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The disclosure is directed to systems and methods by which the lifetime, e.g., remaining life or amount of life used, of variable use items, such as rechargeable batteries, battery relays, vehicles and power tools, can be determined that takes into account the conditions of the use of the item. The systems and methods involve an algorithm that can be described as accumulating points based on the real time utilization of the item, e.g., rechargeable battery, battery relay, vehicle, or power tool, and when an agreed-upon number of points have been accumulated, the item can be considered to be at end of life or end of warranty.
Opening claim text (preview).
What is claimed is: 1. A method of operating a rechargeable battery of a vehicle, comprising: detecting a state of charge, a temperature, and a battery current of the rechargeable battery using a sensor system; receiving data corresponding to the detected state of charge, the detected temperature, and the detected battery current with a control system operably connected to the sensor system; determining state of charge swings during operation of the rechargeable battery based on the detected state of charge using the control system; determining a first point value for each of the state of charge swings using the control system, the first point value being dependent on a magnitude of a swing of the respective state of charge swing; determining a swing temperature for each of the state of charge swings based on the detected temperatures using the control system; determining a second point value for each of the state of charge swings using the control system, the second point value being dependent upon a magnitude of the swing temperature of the respective state of charge swing; determining a swing battery current for each of the state of charge swings based on the detected battery current using the control system; determining a third point value for each of the state of charge swings using the control system, the third point value being dependent upon a magnitude of the swing battery current of the respective state of charge swing; determining a fourth point value of each of the state of charge swings using the control system, the fourth point value being a product of the first point value, the second point value and the third point value of the respective state of charge swing; determining a first score for the rechargeable battery using the controls system, the first score being a sum of the fourth point values for the state of charge swings; correlating the first score to a remaining life value for the rechargeable battery; and operating the rechargeable battery based on the remaining life value. 2. The method of claim 1 , further comprising: identifying idle times of the vehicle using the sensor system; receiving data corresponding to the identified idle times with the control system; determining a duration of each of the identified idle times using the control system; assigning a fifth point value to each of the identified idle times using the control system, the fifth point value being dependent on the determined duration of the corresponding idle time; determining an idle time temperature of the rechargeable battery during each of the identified idles times based on the detected temperatures using the control system; assigning a sixth point value to each of the identified idle times using the control system, the sixth point value being dependent on a magnitude of the idle time temperature during the corresponding idle time; determining a state of charge of the rechargeable battery during each of the identified idle times based on the detected state of charge using the control system; assigning a seventh point value to each of the identified idle times using the control system, the seventh point value being dependent on a value of the state of charge during the corresponding idle time; determining a second score for the rechargeable battery using the control system, the second score being a sum of the seventh point values for the identified idle times; combining the first score and the second score to determine an overall score for the rechargeable battery using the control system; and correlating the overall score to the remaining life value for the rechargeable battery using the control system. 3. The method of claim 2 , wherein the idle times correspond to times when a key of the vehicle is in an off position. 4. The method of claim 1 , wherein a warranty for the rechargeable battery is modified based on the remaining life value. 5. The method of claim 2 , wherein a warranty for the rechargeable battery is modified based on the remaining life value. 6. A rechargeable battery system comprising: a rechargeable battery; a sensor system configured to detect state of charge, a temperature, and a battery current of the rechargeable battery; and a control system configured to receive the state of charge, the temperature, and the battery current from the sensor system, the control system being configured to: detect state of charge swings during operation of the rechargeable battery; determine a first point value for each of the state of charge swings, the first point value being dependent on a magnitude of a swing of the respective state of charge swing; determine the temperature of the rechargeable battery for each of the state of charge swings; determine a second point value for each of the state of charge swings, the second point value being dependent upon a magnitude of the temperature of the respective state of charge swing; determine the battery current of the rechargeable battery for each of the state of charge swings; determine a third point value for each of the state of charge swings, the third point value being dependent upon a magnitude of the battery current for the respective state of charge swing; determine a fourth point value of each of the state of charge swings, the fourth point value being a product of the first point value, the second point value and the third point value of the respective state of charge swing; determine a first score for the rechargeable battery, the first score being a sum of the fourth point values for the state of charge swings; and correlate the first score to a remaining life value for the rechargeable battery. 7. The system of claim 6 , wherein the control system is further configured to: identify idle times of the vehicle; determine a duration of each of the identified idle times; assign a fifth point value to each of the identified idle times, the fifth point value being dependent on the determined duration of the corresponding idle time; determine the temperature of the rechargeable battery during each of the identified idles times; assign a sixth point value to each of the identified idle times, the sixth point value being dependent on a magnitude of the temperature of the rechargeable battery during the corresponding idle time; determine a state of charge of the rechargeable battery during each of the identified idle times; assign a seventh point value to each of the identified idle times, the seventh point value being dependent on a value of the state of charge during the corresponding idle time; determine a second score for the rechargeable battery, the second score being a sum of the seventh point values for the identified idle times; combine the first score and the second score to determine an overall score for the rechargeable battery; and correlate the overall score to the remaining life value for the rechargeable battery. 8. The system of claim 7 , wherein the idle times correspond to times when a key of the vehicle is in an off position. 9. The system of claim 6 , wherein a warranty for the rechargeable battery is modified based on the remaining life value. 10. The system of claim 7 , wherein a warranty for the rechargeable battery is modified based on the remaining life value.
Software therefor, e.g. for battery testing using modelling or look-up tables · CPC title
Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery · CPC title
Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL] (preventive maintenance, i.e. planning maintenance according to the available resources without monitoring the system G06Q10/06) · CPC title
Determining battery ageing or deterioration, e.g. state of health · CPC title
Electric testing or monitoring · CPC title
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