Intelligent battery system
    1.
    发明授权

    公开(公告)号:US12227106B2

    公开(公告)日:2025-02-18

    申请号:US18050507

    申请日:2022-10-28

    Abstract: Various embodiments and approaches are described to minimize degradation of respective modules combined to form a battery pack onboard an electric vehicle (EV). Systems and components are presented to determine a respective operational state of the modules, and based thereon, a first subset of modules can be selected to provision power to various EV components while a second subset of modules can be deselected. Module selection can be based upon a threshold operating condition. A visual representation of the modules and their respective operational state can be presented, in conjunction with one or more alarms and recommended corrective operations. Artificial intelligence methods can be utilized to determine an operational state of a module(s). A module can be scheduled for replacement. Limiting degradation to a first module can minimize degradation of a second module. The various components can be stored in a memory and executed by a processor.

    VEHICLE CONTROL SYSTEM
    2.
    发明申请

    公开(公告)号:US20250042303A1

    公开(公告)日:2025-02-06

    申请号:US18623261

    申请日:2024-04-01

    Inventor: Shohei MATSUOKA

    Abstract: The vehicle control system according to the present disclosure includes a data collection unit that collects data related to driving characteristics of a vehicle by a user, an analysis unit that analyzes a burden on a battery that contributes to degradation of a battery mounted on the vehicle, using the collected data, and a control unit that cools the battery with a cooling intensity corresponding to an analysis result. Accordingly, the vehicle control system according to the present disclosure can effectively prevent or reduce degradation of the battery.

    Systems and methods using artificial intelligence for routing electric vehicles

    公开(公告)号:US12203766B2

    公开(公告)日:2025-01-21

    申请号:US18438443

    申请日:2024-02-10

    Abstract: The present invention provides specific systems, methods and algorithms based on artificial intelligence expert system technology for determination of preferred routes of travel for electric vehicles (EVs). The systems, methods and algorithms provide such route guidance for battery-operated EVs in-route to a desired destination, but lacking sufficient battery energy to reach the destination from the current location of the EV. The systems and methods of the present invention disclose use of one or more specifically programmed computer machines with artificial intelligence expert system battery energy management and navigation route control. Such specifically programmed computer machines may be located in the EV and/or cloud-based or remote computer/data processing systems for the determination of preferred routes of travel, including intermediate stops at designated battery charging or replenishing stations. Expert system algorithms operating on combinations of expert defined parameter subsets for route selection are disclosed. Specific fuzzy logic methods are also disclosed based on defined potential route parameters with fuzzy logic determination of crisp numerical values for multiple potential routes and comparison of those crisp numerical values for selection of a particular route. Application of the present invention systems and methods to autonomous or driver-less EVs is also disclosed.

    Electrified vehicle and power source management method for the same

    公开(公告)号:US12202377B2

    公开(公告)日:2025-01-21

    申请号:US17861590

    申请日:2022-07-11

    Inventor: Jung Hyun Lee

    Abstract: An electric vehicle may be equipped with a swappable battery, and a power source management method. The electric vehicle includes a motor, an inverter configured to exchange three-phase power with the motor, a main battery unit which may be electrically connected to the inverter, includes a first battery and a first BMS for controlling the first battery, and may be fixedly disposed in the electric vehicle, an OBC which may be connected between the main battery unit and the inverter and includes a DC converter, and a switch unit configured to selectively connect a connector and the DC converter to each other, or the connector and the motor to each other, in which, when a swappable battery unit including a second battery and a second BMS for controlling the second battery may be connected to the connector, the first BMS acquires second-battery information output by the second BMS.

    Method and apparatus for predicting a state of health of a device battery in a battery-operated device

    公开(公告)号:US12196817B2

    公开(公告)日:2025-01-14

    申请号:US17537791

    申请日:2021-11-30

    Abstract: A method for determining a state of health trajectory of a device battery is based on state of health values of device batteries of an identical battery type. The method includes providing time characteristics of operating variables of a multiplicity of device batteries of battery-operated machines in a central processing unit, and determining one or more state of health values of one or more of the multiplicity of device batteries by evaluating a respective characteristic of the operating variables within an evaluation period. The one or more state of health values with the applicable aging times each indicate a data point for the relevant device battery. The method further includes eliminating data points from the determined data points to obtain a set of cleaned-up data points, and ascertaining the state of health trajectory with an accuracy statement for each trajectory point based on the set of cleaned-up data points.

    Battery management system
    6.
    发明授权

    公开(公告)号:US12194884B2

    公开(公告)日:2025-01-14

    申请号:US17912353

    申请日:2021-03-19

    Abstract: A battery management system includes a plurality of batteries each comprising a positive terminal and a negative terminal, wherein the positive or negative terminal of each of the plurality of batteries is coupled to the positive or negative terminal of another one of the plurality of batteries; a monitoring board connected to the positive terminal and the negative terminal of at least one of the plurality of batteries; and a controller connected to the monitoring board through the positive terminals and the negative terminals of the plurality of batteries, wherein the monitoring board is configured to monitor a status of the at least one battery and transmit one or more battery parameters of the at least one battery to the controller, and wherein the controller is configured to adjust performance of the plurality of batteries based on the one or more battery parameters.

    Battery management system for an electric air vehicle

    公开(公告)号:US12188985B2

    公开(公告)日:2025-01-07

    申请号:US17651734

    申请日:2022-02-18

    Abstract: The present disclosure relates to a battery management system for an electric air vehicle such as an eVTOL aircraft for observing a battery system state and a battery health state of an energy storage system of the air vehicle. Based on an observation result, a state prediction, in particular, a prediction of the remaining accessible energy, is carried out during a flight. In particular, the observation and prediction is performed by two independent and dissimilar lanes of the battery management system. A first lane predicts the battery state according to a pre-defined flight profile representing a worst-case scenario. A second lane predicts the battery state according to a planned flight profile so as to determine a range of the flight. Hence, it can be confirmed during the flight that the intended destination can be safely reached with the remaining accessible energy.

    Dynamic routing system to select charging stations

    公开(公告)号:US12188776B2

    公开(公告)日:2025-01-07

    申请号:US17976766

    申请日:2022-10-29

    Abstract: Embodiments relate to a dynamic routing system, comprising a memory that stores computer executable components, and a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise a first receiving component that receives information of a trip comprising a destination and departure information, and an optimal routing component that determines an optimal routing based on current conditions, user preferences for charging stations, primary user's driving habits, battery's state of health, financial impact, and availability of charging stations at the time of receiving the trip information. At the time of trip set up, the system can make reservations for charging at the charging station requiring a reservation. During the trip, if the system requires a change to the reservation, the system establishes communication with the charging station and adjusts the reservation.

    OPERATIONAL VOLTAGE LIMITATIONS FOR BATTERIES

    公开(公告)号:US20250001902A1

    公开(公告)日:2025-01-02

    申请号:US18342811

    申请日:2023-06-28

    Abstract: Aspects of the disclosure include a battery management system that actively limits the operational voltage of a cell to avoid a cell pressure surge in response to an indicator of battery cell degradation. An exemplary battery management system can include a memory, computer readable instructions, and one or more processors that perform operations that include: measuring a first cell pressure of a cell of the battery pack at a reference voltage and measuring a second cell pressure of the cell of the battery pack at the reference voltage. A moving average of cell pressure progression is determined from the first cell pressure and the second cell pressure. Responsive to the moving average of cell pressure progression exceeding a cell pressure progression threshold, the cell of the battery pack is identified as a degraded cell and an estimate of remaining cycles for the degraded cell is determined.

    Fuel cell system power-split control for component durability management

    公开(公告)号:US12179633B2

    公开(公告)日:2024-12-31

    申请号:US18367054

    申请日:2023-09-12

    Inventor: Vivek Sujan

    Abstract: An improved power-split control system for managing a load profile of a fuel cell in a fuel cell electric vehicle (FCEV) is provided. The power-split control system is operable to actively manage the power demand between the fuel cell and the battery of a FCEV to optimize the operational life of the fuel cell. The power-split control system can use information gathered solely from historical drive cycle data or from historical drive cycle data combined with look-ahead eHorizon data. The power-split control system meets a power demand by operating the powertrain in either a battery charge sustaining mode or a battery charge depletion mode. The power-split control system is also configured to control the power distribution (to the electric motor) from the fuel cell and the battery in a manner that minimizes the degradation of the fuel cell.

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