Systems and methods for adaptive EV charging
US-11376981-B2 · Jul 5, 2022 · US
US12470079B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12470079-B2 |
| Application number | US-202218056776-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 18, 2022 |
| Priority date | Nov 19, 2021 |
| Publication date | Nov 11, 2025 |
| Grant date | Nov 11, 2025 |
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A computer-implemented method for operating a user interface for specifying a charging strategy for charging a device battery of a battery-operated device includes detecting a historical usage pattern of an operation of the device battery, and specifying a plurality of different charging strategies. Each charging strategy having a corresponding charging curve for charging of the device battery. The method further includes determining an aging indication for each of the charging strategies based on (i) the historical usage pattern, and (ii) an assumption that all future charging processes for charging the device battery are performed using a relevant charging strategy of the plurality of different charging strategies. The method also includes informing a user about a relevant characteristic variable for each of the charging strategies and the respectively associated aging indication, and specifying one of the charging strategies for future charging processes corresponding to a received user selection.
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What is claimed is: 1 . A computer-implemented method for operating a user interface for specifying a charging strategy for charging a device battery of a battery-operated device, the method comprising: detecting a historical usage pattern of an operation of the device battery; specifying a plurality of different charging strategies, each of the charging strategies having a corresponding charging curve for charging of the device battery; determining an aging indication for each of the charging strategies based on (i) the historical usage pattern, and (ii) an assumption that all future charging processes for charging the device battery are performed using a relevant charging strategy of the plurality of different charging strategies; informing a user about a relevant characteristic variable for each of the charging strategies and the respectively associated aging indication; and specifying one of the charging strategies for future charging processes corresponding to a received user selection. 2 . The method according to claim 1 , further comprising: specifying the charging strategies by a maximum permissible charging current, a charging time, or a charging profile for specifying a maximum permissible charging current depending on a charging state, wherein the relevant characteristic variable for the charging strategies corresponds to the charging time, and wherein the charging time corresponds to a specified increase in the charging state. 3 . The method according to claim 1 , wherein: the historical usage pattern is indicated by a temporal operating variable profile of at least one operating variable, and the at least one operating variable includes at least one of a battery current, a battery voltage, a battery temperature, and a charging state. 4 . The method according to claim 3 , further comprising: predicting the temporal operating variable profile by replacing profile sections of predicted charging processes in each case by an operating variable profile assigned to the specified charging strategy, wherein the aging indication is determined according to an aging state model based on a time integration method, depending on the predicted operating variable profile or on an operating variable profile from a consolidation of the historical operating variable profile and the predicted operating variable profile. 5 . The method according to claim 4 , wherein the aging indication corresponds to a mean aging gradient, a predicted aging state trajectory, a remaining service life, or an aging state after a predetermined period of time. 6 . The method according to claim 1 , wherein the user interface provides an input option via which the user can select one of the charging strategies. 7 . The method according to claim 1 , wherein the relevant characteristic variable for the charging strategy and the aging indication for the charging strategies is displayed via the user interface in the form of a Pareto-optimal curve, which is formed for at least two charging strategies which are Pareto-optimal in a conflict of objectives between aging and charging time of the device battery. 8 . The method according to claim 1 , wherein: a predicted aging state trajectory is provided according to the selected charging strategy, an automatic adjustment of the charging strategy to a charging strategy with a lower load for the device battery takes place or a user is prompted to change the charging strategy when a limit value of the aging state indicated by the predicted aging state trajectory is violated by an actual aging state. 9 . The method according to claim 1 , wherein a computer program product comprises instructions which, when the computer program product is executed by at least one data processing device, cause the data processing device to carry out the method. 10 . The method according to claim 9 , wherein the computer program product is stored on a non-transitory machine-readable storage medium. 11 . A user interface configured to carry out the method according to claim 1 .
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