Two-wheeled vehicle abnormal state detection method, processing method, two-wheeled vehicle and vehicle system

CN118062142BActive Publication Date: 2026-11-03BEIJING DIDI INFINITY TECH & DEV CO LTD
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Patent Information

Application Number
CN202211422471.2
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2022-11-14
Publication Date
2026-11-03
Estimated Expiration
2042-11-14

AI Technical Summary

Technical Problem

In the existing technology, electric two-wheelers are prone to collisions, falls and other abnormal situations during use due to traffic participants, road conditions or weather conditions, and there is a lack of effective monitoring methods, resulting in high safety risks for users.

Method used

A battery motion sensor is installed on the power battery of the electric two-wheeler. By detecting data such as acceleration and angular velocity, the control unit analyzes the vehicle's motion status to determine if there are any abnormalities. When the safety risk conditions are met, the vehicle is determined to be in an abnormal state and a report is sent to the server.

Benefits of technology

It enables real-time detection and reporting of abnormal conditions of electric two-wheelers, reducing safety hazards during riding and improving user safety.

✦ Generated by Eureka AI based on patent content.

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Abstract

The embodiment of the application discloses a two-wheeled vehicle abnormal state detection method, a processing method, a two-wheeled vehicle and a vehicle system, battery motion data is detected through a battery motion sensor arranged on a power battery of the two-wheeled vehicle, and a control unit can determine the motion state of the two-wheeled vehicle according to the battery motion data and further determine whether the two-wheeled vehicle has an accident risk such as collision or dumping, so that the two-wheeled vehicle can determine whether the vehicle has a collision and falls to the ground during riding of the vehicle, and report relevant conditions to a server, the server further judges the conditions of the two-wheeled vehicle and the user in combination with safety feature data, and determines whether the user needs help, so that the safety hidden danger caused by an accident of the user during riding can be avoided.
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Description

Technical Field

[0001] This invention relates to the field of detection technology, specifically to a method for detecting and processing abnormal conditions of a two-wheeled vehicle, and to a two-wheeled vehicle and vehicle system. Background Technology

[0002] Two-wheeled vehicles are widely used in people's daily travel, with electric two-wheelers being extensively used for short-distance transportation. During the use of electric two-wheelers, collisions and falls may occur due to factors such as the safety awareness of other road users, road conditions, and weather. Therefore, monitoring for abnormal conditions such as vehicle collisions is of great significance for ensuring user safety. Summary of the Invention

[0003] The purpose of this invention is to provide a method for detecting and processing abnormal states of two-wheeled vehicles, as well as a two-wheeled vehicle and vehicle system, which can realize the detection of abnormal states of two-wheeled vehicles.

[0004] In a first aspect, embodiments of the present invention provide a two-wheeled vehicle, including a two-wheeled vehicle body, a power battery, and a control unit; the power battery is disposed on the two-wheeled vehicle body, and the power battery is equipped with a battery motion sensor configured to detect battery motion data; the control unit is disposed on the two-wheeled vehicle body, and the control unit is electrically connected to the battery motion sensor and receives the battery motion data; wherein, the control unit is configured to: determine that the two-wheeled vehicle's motion state is an abnormal motion state when the battery motion data meets the abnormal motion conditions; and, when the two-wheeled vehicle meets the safety risk conditions, determine that the two-wheeled vehicle is a candidate abnormal vehicle, wherein the two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state.

[0005] In some embodiments, the battery motion sensor includes an acceleration sensor, and the acceleration data includes horizontal acceleration and vertical acceleration; the abnormal motion conditions include at least one of the following conditions: the horizontal acceleration is greater than a first acceleration threshold; the rate of change of the horizontal acceleration is greater than a first rate of change threshold; the vertical acceleration is greater than a second acceleration threshold; the vertical drop distance of the power battery is greater than a preset distance value, wherein the control unit is further configured to determine the vertical drop distance of the power battery based on the acceleration data; and a first tilt angle between the battery reference plane and the ground is less than a first angle threshold, wherein the power battery has a battery reference plane, and the control unit is further configured to determine the first tilt angle based on the battery motion data.

[0006] In some embodiments, the battery motion sensor includes a three-axis accelerometer and a three-axis gyroscope.

[0007] In some embodiments, the power battery has a power management circuit board, which is equipped with a power management circuit and is electrically connected to the control unit; the battery motion sensor is located on the power management circuit board.

[0008] In some embodiments, the power management circuit is configured to detect the battery operating data of the power battery, the battery operating data including the battery discharge current, and the control unit is further configured to determine the driving state of the two-wheeled vehicle based on the battery discharge current of the power battery; the control unit is configured to determine the driving state of the two-wheeled vehicle as a driving stop state when the battery discharge current of the power battery is less than a preset current threshold.

[0009] In some embodiments, the control unit is configured to determine that the two-wheeled vehicle meets the safety risk conditions when the two-wheeled vehicle's motion state is in an abnormal motion state and its driving state is in a driving stop state.

[0010] In some embodiments, the control unit further includes a wireless communication circuit, and the control unit is further configured to send candidate abnormal vehicle information to the server via the wireless communication circuit when the two-wheeled vehicle is determined to be a candidate abnormal vehicle.

[0011] In some embodiments, the control unit further includes a positioning device for acquiring the position of the two-wheeled vehicle, and the wireless communication circuit is further configured to transmit the position of the two-wheeled vehicle outward.

[0012] Secondly, embodiments of the present invention also provide a method for detecting abnormal states of a two-wheeled vehicle, comprising the following steps: acquiring battery motion data, wherein the battery motion data is used to characterize the motion state of the power battery of the two-wheeled vehicle; determining that the motion state of the two-wheeled vehicle is an abnormal motion state in response to the battery motion data satisfying abnormal motion conditions; and determining that the two-wheeled vehicle is a candidate abnormal vehicle in response to the two-wheeled vehicle satisfying safety risk conditions, wherein satisfying safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state.

[0013] In some embodiments, the battery motion data includes acceleration data, which includes horizontal acceleration and vertical acceleration; the abnormal motion conditions include at least one of the following conditions: the horizontal acceleration is greater than a first acceleration threshold; the rate of change of the horizontal acceleration is greater than a first rate of change threshold; the vertical acceleration is greater than a second acceleration threshold; the vertical drop distance of the power battery is greater than a preset distance value, wherein the vertical drop distance of the power battery is determined based on the vertical acceleration; and the first tilt angle between the battery reference plane and the ground is less than a first angle threshold, wherein the first tilt angle is determined based on the battery motion data.

[0014] In some embodiments, the acceleration data includes triaxial acceleration data and triaxial angular velocity data.

[0015] In some embodiments, the two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state; the method further includes: acquiring battery operating data and determining the two-wheeled vehicle's driving state based on the battery operating data; wherein, the battery operating data includes battery discharge current, and determining the two-wheeled vehicle's driving state based on the battery operating data includes: in response to the battery discharge current being less than a preset current threshold, determining the two-wheeled vehicle's driving state to be a driving stop state.

[0016] In some embodiments, the two-wheeled vehicle abnormal state detection method further includes: in response to determining that the two-wheeled vehicle is a candidate abnormal vehicle, sending candidate abnormal vehicle information to the server.

[0017] Thirdly, embodiments of the present invention also provide a method for handling abnormal states of two-wheeled vehicles, including the following steps: in response to receiving candidate abnormal vehicle information, acquiring safety feature data of the corresponding two-wheeled vehicle, wherein the candidate abnormal vehicle information is determined based on battery motion data; and in response to the safety feature data meeting the conditions for waiting for rescue, determining the user's safety state as a candidate state waiting for rescue.

[0018] In some embodiments, the safety feature data includes the order status of the two-wheeled vehicle, and the condition for needing rescue includes the order status being incomplete; and / or, the safety feature data includes the distance between the user and the two-wheeled vehicle, and the condition for needing rescue includes the distance between the user and the two-wheeled vehicle being less than a first distance threshold.

[0019] In some embodiments, the safety feature data includes the distance between the user and the two-wheeled vehicle, and the acquisition of the safety feature data includes: acquiring the user terminal location; acquiring the two-wheeled vehicle location; and determining the distance between the user and the two-wheeled vehicle based on the user terminal location and the two-wheeled vehicle location.

[0020] In some embodiments, the two-wheeled vehicle abnormal state handling method further includes: in response to determining that the user's safety state is a backup rescue state, performing a preset safety protection operation.

[0021] Fourthly, embodiments of the present invention also provide a two-wheeled vehicle abnormal state detection device, including a data acquisition module and a state determination module; the data acquisition module is used to receive battery motion data, which characterizes the motion state of the power battery of the two-wheeled vehicle; the state determination module is used to determine the motion state of the two-wheeled vehicle based on the battery motion data; wherein, the state determination module determines the motion state of the two-wheeled vehicle as an abnormal motion state when the battery motion data meets the abnormal motion conditions; the state determination module also determines the two-wheeled vehicle as a candidate abnormal vehicle if the two-wheeled vehicle meets the safety risk conditions, wherein meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state.

[0022] Fifthly, embodiments of the present invention also provide a computer-readable storage medium storing computer program instructions thereon, which, when executed by a processor, implement the method as described in the second aspect, or the computer program instructions, when executed by a processor, implement the method as described in the third aspect.

[0023] In a sixth aspect, embodiments of the present invention also provide an electronic device, including a memory and a processor, the memory being used to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method as described in the second aspect.

[0024] In a seventh aspect, embodiments of the present invention also provide a server, including a memory and a processor, the memory being used to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method as described in the third aspect.

[0025] Eighthly, embodiments of the present invention also provide a power battery for a two-wheeled vehicle, the power battery being provided with a battery motion sensor configured to detect battery motion data, the battery motion data being used to characterize the motion state of the power battery.

[0026] In some embodiments, the power battery has a power management circuit board, which has a power management circuit configured to detect the battery discharge current of the power battery; the battery motion sensor is disposed on the power management circuit board.

[0027] In some embodiments, the battery motion sensor includes an accelerometer, and the acceleration data includes horizontal acceleration and vertical acceleration.

[0028] In some embodiments, the battery motion sensor includes a three-axis accelerometer and a three-axis gyroscope.

[0029] Ninthly, embodiments of the present invention also provide a vehicle system, including a server and a two-wheeled vehicle; the two-wheeled vehicle is wirelessly connected to the server, the two-wheeled vehicle includes a two-wheeled vehicle body, a power battery, and a control unit, the power battery is disposed in the two-wheeled vehicle body, the power battery is provided with a battery motion sensor, the battery motion sensor is configured to detect battery motion data; the control unit is disposed in the two-wheeled vehicle body, the control unit is electrically connected to the battery motion sensor and receives the battery motion data; wherein, the control unit is configured to: determine the two-wheeled vehicle's motion state as an abnormal motion state when the battery motion data meets the abnormal motion conditions; and, when the two-wheeled vehicle meets the safety risk conditions, determine the two-wheeled vehicle as a candidate abnormal vehicle and send candidate abnormal vehicle information to the server, the two-wheeled vehicle meeting the safety risk conditions including the two-wheeled vehicle's motion state being an abnormal motion state; the server is configured to: in response to receiving candidate abnormal vehicle information, acquire safety feature data of the corresponding two-wheeled vehicle; and, in response to the safety feature data meeting the waiting-for-rescue conditions, determine the user's safety state as a candidate waiting-for-rescue state.

[0030] This invention provides a method for detecting and processing abnormal states of a two-wheeled vehicle, as well as a two-wheeled vehicle and vehicle system. By installing a battery motion sensor on the power battery of the two-wheeled vehicle to detect battery motion data, the control unit can determine the motion state of the two-wheeled vehicle based on the battery motion data and further determine whether there is a risk of collision, tipping, or other accidents. Thus, the two-wheeled vehicle can determine whether a collision or tipping has occurred during riding and report the relevant situation to a server. The server, combined with safety feature data, further assesses the situation of the two-wheeled vehicle and the user to determine whether the user needs assistance, thereby avoiding safety hazards caused by accidents during riding. Furthermore, since the sensor is located on the power battery, and the orientation of the power battery on the two-wheeled vehicle is relatively fixed, it is beneficial to unify the detection standards for different vehicles. In addition, the power battery can usually be easily separated from the main body of the two-wheeled vehicle, facilitating the maintenance of the motion sensor. Therefore, the technical solution of this invention has wide applicability. Attached Figure Description

[0031] The above and other objects, features and advantages of the present invention will become clearer from the following description of embodiments of the invention with reference to the accompanying drawings, in which:

[0032] Figure 1 This is a schematic diagram of the vehicle system according to an embodiment of the present invention;

[0033] Figure 2 This is a schematic block diagram of a power battery according to an embodiment of the present invention;

[0034] Figure 3 This is a schematic diagram of the structure of a two-wheeled vehicle according to an embodiment of the present invention;

[0035] Figure 4 This is a schematic block diagram of a two-wheeled vehicle according to an embodiment of the present invention;

[0036] Figure 5 This is a flowchart illustrating an embodiment of the abnormal state detection method for two-wheeled vehicles according to the present invention.

[0037] Figure 6 This is a flowchart illustrating the process of determining the motion state of a two-wheeled vehicle as an abnormal motion state according to an embodiment of the present invention.

[0038] Figure 7 This is a flowchart illustrating another embodiment of the abnormal state detection method for two-wheeled vehicles according to the present invention;

[0039] Figure 8 This is a flowchart illustrating a method for handling abnormal states of a two-wheeled vehicle according to an embodiment of the present invention.

[0040] Figure 9 This is a schematic diagram of the process for determining a user's safety status as an alternative state to be rescued, according to an embodiment of the present invention.

[0041] Figure 10 This is a functional structure diagram of a two-wheeled vehicle abnormal state detection device according to an embodiment of the present invention;

[0042] Figure 11 This is a schematic block diagram of an electronic device according to an embodiment of the present invention;

[0043] Figure 12 This is a schematic block diagram of a server according to an embodiment of the present invention;

[0044] Figure 13 This is a schematic block diagram of a vehicle system according to an embodiment of the present invention;

[0045] Figure 14 This is a schematic diagram of the information flow of a vehicle system according to an embodiment of the present invention. Detailed Implementation

[0046] The present invention is described below based on embodiments, but the invention is not limited to these embodiments. In the detailed description of the invention below, certain specific details are described in detail. Those skilled in the art will fully understand the invention even without these details. To avoid obscuring the essence of the invention, well-known methods, processes, flows, elements, and circuits are not described in detail.

[0047] Furthermore, those skilled in the art should understand that the accompanying drawings provided herein are for illustrative purposes only and are not necessarily drawn to scale.

[0048] Unless the context explicitly requires it, words such as "including" or "contains" throughout the application should be interpreted as including rather than exclusive or exhaustive; that is, meaning "including but not limited to".

[0049] In the description of this invention, it should be understood that the terms "first," "second," etc., are used for descriptive purposes only and should not be construed as indicating or implying relative importance. Furthermore, in the description of this invention, unless otherwise stated, "a plurality of" means two or more.

[0050] Figure 1 This is a schematic diagram of the structure of a vehicle system according to an embodiment of the present invention.

[0051] Reference Figure 1 In this embodiment, the vehicle system includes server B and two-wheeled vehicle A, which is communicatively connected to server B.

[0052] In this embodiment of the invention, server B should be understood as a service point that provides processing, database, and communication facilities. For example, server B may refer to a single physical processor with associated communication, data storage, and database facilities, or it may refer to a networked or aggregated collection of processors, associated networks, and storage devices, operating software and one or more database systems and application software that support the services provided by the server. Server B may be a monolithic server or a distributed server spanning multiple computers or computer data centers. Server B may be of various types, such as a web server, news server, mail server, messaging server, advertising server, file server, application server, interactive server, database server, or proxy server. In some embodiments, each server B may include hardware, software, or embedded logic components or combinations of two or more such components for performing suitable functions supported or implemented by the server.

[0053] In this embodiment of the invention, the form of the two-wheeled vehicle A may include, but is not limited to, electric vehicles, motorcycles, and other vehicles driven by electric power, internal combustion engines, hybrid power, or other driving methods. In this embodiment of the invention, the two-wheeled vehicle A is an electric two-wheeled vehicle.

[0054] In some embodiments, refer to Figure 2The two-wheeled vehicle includes a two-wheeled vehicle body 200 and a control unit 300. The control unit 300 can be set at any position on the two-wheeled vehicle body 200, such as the front of the vehicle, the middle of the two-wheeled vehicle body 200, the lower part of the two-wheeled vehicle body 200, or other suitable positions for setting the control unit 300. This embodiment of the invention does not limit this.

[0055] The two-wheeled vehicle body 200 may include components such as a frame, wheels, and a transmission assembly. The frame is used to mount and support other major components of the two-wheeled vehicle A, and the wheels are rotatably mounted on the frame. The transmission assembly is used to transmit power to drive the wheels to rotate, thereby enabling the two-wheeled vehicle A to move.

[0056] In an alternative implementation, the control unit 300 can be implemented as an ECU (Electronic Control Unit). The control unit 300 includes a memory and a processor. The processor executes a computer program, which can be written using an instruction set of architectures such as x86, Arm, RISC, MIPS, or SSE. The memory includes, for example, ROM (Read-Only Memory), RAM (Random Access Memory), and non-volatile memory such as a hard disk. The control unit 300 may also include a communication module capable of communicating via at least one of wired and wireless communication. The memory stores program instructions that control the processor to perform vehicle control methods. How the instructions control the processor's operation is not described in detail here.

[0057] Two-wheeled vehicle A and server B can communicate via network D. In this embodiment of the invention, network D can be a wired network or a wireless network. In this embodiment, two-wheeled vehicle A can send location information, status information of various components of two-wheeled vehicle A, and other information related to the status of two-wheeled vehicle A to server B.

[0058] In at least some embodiments of the present invention, the vehicle system may further include a user terminal C. In this embodiment, the user terminal C may be a mobile phone, tablet computer, PDA, wearable device, etc. The user terminal C has a communication module capable of wired or wireless communication. In one embodiment, the user terminal C includes at least one remote communication module, such as any module for WLAN, GPRS, 2G / 3G / 4G / 5G remote communication. The user terminal C may also include at least one short-range communication module, such as any module for short-range wireless communication based on short-range wireless communication protocols such as Hilink, WiFi, Mesh, Bluetooth, ZigBee, Thread, Z-Wave, NFC, UWB, LiFi, etc. The user terminal C also has an input device, which may include, for example, a touch screen, buttons, pressure sensors, etc., through which the user terminal C can receive user commands.

[0059] User terminal C and server B can communicate via network D. User terminal C has a vehicle application client installed, which can be used to operate the two-wheeled vehicle A.

[0060] In some embodiments, user terminal C can also communicate with two-wheeled vehicle A to achieve information exchange between user terminal C and two-wheeled vehicle A. The network D on which the communication between two-wheeled vehicle A and server B, user terminal C and server B, and user terminal C and two-wheeled vehicle A are based can be the same network or different networks.

[0061] It should be understood that, despite Figure 1 Only one two-wheeled vehicle A, server B, and user terminal C are shown, but this does not mean there is a limit to their respective numbers. This system can contain multiple two-wheeled vehicles A, multiple servers B, and multiple user terminals C. Meanwhile, Figure 1 The vehicle systems shown are illustrative only and are not intended to limit the invention, its application, or its uses.

[0062] Figure 2 This is a schematic block diagram of a power battery according to an embodiment of the present invention. (Refer to...) Figure 2 Some embodiments of the present invention relate to a power battery 100 that can be used in electrically driven vehicles, particularly in electric two-wheeled vehicles, for example, in reference to... Figure 1 The two-wheeled vehicle A is described. In use, the power battery 100 is electrically connected to the drive motor on the two-wheeled vehicle A and outputs power to the drive motor so that the drive motor can drive the two-wheeled vehicle A to move.

[0063] In this embodiment, the power battery 100 is equipped with a battery motion sensor 110, which is used to detect battery motion data. The battery motion data is used to reflect the motion and / or attitude of the power battery 100. In this embodiment, there may be one or more battery motion sensors 110, and the specific type can be selected according to the detection needs.

[0064] In one embodiment, the battery motion sensor 110 includes an accelerometer, and the battery motion data includes acceleration data. Optionally, the accelerometer can be a two-axis or three-axis accelerometer, capable of detecting acceleration of the power battery 100 in at least two directions, including horizontal acceleration and vertical acceleration. The horizontal acceleration reflects the acceleration of the power battery 100 in at least one horizontal direction; the vertical acceleration reflects the acceleration of the power battery 100 in the vertical direction. Preferably, the accelerometer is a three-axis accelerometer, capable of detecting acceleration in the X, Y, and Z directions. In this embodiment, the X direction is defined as the forward / backward direction of the two-wheeled vehicle A, the Y direction is defined as the width direction (or left-right direction) of the two-wheeled vehicle A, and the Z direction is defined as the vertical direction.

[0065] In one embodiment, the battery motion sensor 110 may further include a gyroscope for detecting angular velocity, and the battery motion data may also include angular velocity data. Preferably, the gyroscope may be a three-axis gyroscope. By filtering the data detected by the accelerometer and gyroscope in a predetermined manner, the actual motion of the power battery 100 can be determined more accurately.

[0066] When abnormal changes occur in battery motion data, it can reflect abnormal motion in the power battery 100 and the two-wheeled vehicle A containing the power battery 100. For example, if the horizontal acceleration is too large or the change in horizontal acceleration within a predetermined time is too large, it indicates that the rider may be engaging in dangerous driving behavior or that the two-wheeled vehicle A has been impacted; if the vertical acceleration is large, it indicates that the two-wheeled vehicle A may have fallen from a height or tipped over. Therefore, by installing a battery motion sensor 110 in the power battery 100, the status of the power battery 100 or the two-wheeled vehicle A can be monitored.

[0067] The power battery 100 has a power management circuit board 130, which includes a power management circuit 120. The power management circuit 120 is used to perform one or more functions of the power battery 100, such as state detection, state analysis, energy control management, battery safety protection, and battery information management. In one embodiment, a battery motion sensor 110 is integrated on the power management circuit board 130, which facilitates the installation and positioning of the battery motion sensor 110 and the output of battery motion data.

[0068] Figure 3 This is a schematic diagram of the structure of a two-wheeled vehicle according to an embodiment of the present invention; Figure 4 This is a schematic block diagram of a two-wheeled vehicle according to an embodiment of the present invention. (Refer to...) Figure 3 and Figure 4 Other embodiments of the present invention also relate to a two-wheeled vehicle A, which may be a two-wheeled vehicle capable of being driven by electricity, such as an electric vehicle, and may be applied to the above-mentioned references. Figure 1 The vehicle system described. (Refer to...) Figure 3 The two-wheeled vehicle A includes a two-wheeled vehicle body 200, a power battery 100, and a control unit 300, with the power battery 100 and control unit 300 mounted on the two-wheeled vehicle body 200. The power battery 100 is electrically connected to the drive motor of the two-wheeled vehicle body 200 and can output power to the drive motor to propel the two-wheeled vehicle body 200. The control unit 300 can be used to perform one or more functions such as overall vehicle control of the two-wheeled vehicle A, data processing, and information interaction with the outside world.

[0069] The power battery 100 in this embodiment can be the same as the one referred to in the above embodiment. Figure 2 The power battery 100 is described. The power battery 100 is equipped with a battery motion sensor 110, which detects battery motion data to reflect the motion and / or attitude of the power battery 100. The battery motion sensor 110 includes an accelerometer, and in some embodiments may also include a gyroscope. Since the relative position of the power battery 100 to the two-wheeled vehicle body 200 is relatively fixed, the battery motion data detected by the battery motion sensor 110 can also reflect the motion and / or attitude of the two-wheeled vehicle A. When there are abnormal changes in the battery motion data, it can indicate that the two-wheeled vehicle A is experiencing abnormal motion. For example, when the horizontal acceleration is too large or the change in horizontal acceleration within a predetermined time is too large, it indicates that the rider may be engaging in dangerous driving behavior or that the two-wheeled vehicle A has been impacted; when the vertical acceleration is large, it indicates that the two-wheeled vehicle A may have fallen from a height or tipped over. Therefore, by setting a battery motion sensor 110 in the power battery 100, the status of the power battery 100 or the two-wheeled vehicle A can be monitored.

[0070] Reference Figure 14 The control unit 300 is electrically connected to the battery motion sensor 110 on the power battery 100 and receives battery motion data sent by the battery motion sensor 110. The control unit 300 can process and analyze the battery motion data, or send the battery motion data externally (for example, it can send the battery motion data to server B).

[0071] In this embodiment, after receiving battery motion data sent by the battery motion sensor 110, the control unit 300 processes and analyzes the battery motion data to determine whether the two-wheeled vehicle A has an abnormal motion state. When the control unit 300 determines that the two-wheeled vehicle A has an abnormal motion state, it can perform predetermined operations, such as further monitoring and analyzing the state of the two-wheeled vehicle A. Furthermore, the control unit 300 analyzes the safety risk status of the two-wheeled vehicle A in conjunction with other parameters of the two-wheeled vehicle A, and when the two-wheeled vehicle A meets the safety risk conditions, it identifies the two-wheeled vehicle A as a candidate abnormal vehicle and uploads the candidate abnormal vehicle information to the server B.

[0072] The power battery 100 includes a power management circuit board 130, which has a power management circuit 120. The power management circuit 120 is electrically connected to the control unit 300 and can interact with it. In some embodiments, a battery motion sensor 110 is integrated on the power management circuit board 130, facilitating the installation and positioning of the battery motion sensor 110 and the output of battery motion data to the control unit 300. The power management circuit board 130 is installed at a preset position in the power battery 100, and the relevant parameters for processing the battery motion data can be selected according to the installation position of the power management circuit board 130.

[0073] Reference Figure 4 The control unit 300 also includes a wireless communication circuit 320, which can communicate wirelessly with the outside world to realize information interaction between the two-wheeled vehicle A and the outside world. For example, it can realize wireless communication between the two-wheeled vehicle A and server B and / or user terminal C. In one embodiment, referring to... Figure 14 When the control unit 300 determines that two-wheeled vehicle A is a candidate abnormal vehicle, it can report the candidate abnormal vehicle information to the server B, so that the server B can further monitor and analyze the status of two-wheeled vehicle A, so that the manager of two-wheeled vehicle A can intervene in a timely manner in case of danger and ensure user safety.

[0074] In this embodiment, the power management circuit 120 can detect the battery discharge current of the power battery 100. The control unit 300 can determine the operating state of the power battery 100 based on the battery discharge current of the power battery 100. In one embodiment, referring to... Figure 14 The control unit 300 can determine whether the power battery 100 is still working normally by acquiring the battery discharge current of the power battery 100 sent by the power management circuit 120.

[0075] In some embodiments, when the control unit 300 determines that the motion state of the two-wheeled vehicle A is abnormal, it can further determine the safety state of the two-wheeled vehicle A by combining the working state of the power battery 100. In some scenarios, the output power of the two-wheeled vehicle A can be adjusted by throttle torque. In the event of a collision, the rider is more likely to release the throttle, at which point the battery discharge current of the power battery 100 will decrease. Specifically, when the battery discharge current of the power battery 100 is less than a preset current threshold, the control unit 300 can determine that the driving state of the two-wheeled vehicle is in a driving stopped state.

[0076] Furthermore, the safety risk conditions for a two-wheeled vehicle include both an abnormal motion state and a stopped driving state. When the control unit 300 determines that two-wheeled vehicle A meets the safety risk conditions, it identifies two-wheeled vehicle A as a candidate abnormal vehicle. By determining the motion state of the two-wheeled vehicle based on battery motion data and combining it with the battery discharge current of the power battery 100, it is possible to more accurately determine whether two-wheeled vehicle A has encountered a dangerous situation, reducing the possibility of misjudgment.

[0077] In some embodiments, refer to Figure 4 The control unit 300 also includes a positioning device 310, which can acquire the location information of the two-wheeled vehicle A. The control unit 300 can also transmit the location of the two-wheeled vehicle externally via a wireless communication circuit 320, for example, to a server B or a user terminal C, so that the manager or user of the two-wheeled vehicle A can know its location. When the two-wheeled vehicle A encounters a dangerous situation, it can be located based on the location obtained by the positioning device 310, and the user can be rescued.

[0078] In some embodiments of the present invention, a method for detecting abnormal states of a two-wheeled vehicle is also provided. Optionally, this method can be described with reference to the embodiments described above. Figure 3 and Figure 4 The control unit 300 of the described two-wheeled vehicle is executed. Figure 5 This is a flowchart illustrating an embodiment of a two-wheeled vehicle abnormality detection method according to the present invention. (Refer to...) Figure 5 The abnormal condition detection method for two-wheeled vehicles includes the following steps S5100 to S5300:

[0079] Step S5100: Obtain battery motion data.

[0080] Battery motion data is used to characterize the motion state of the power battery 100 of the two-wheeled vehicle A. The control unit 300 can receive battery motion data from the battery motion sensor 110 installed on the power battery 100. Specific items of the battery motion data can be selected as needed. In one embodiment, the battery motion data includes acceleration data, which includes horizontal acceleration and vertical acceleration. For example, acceleration in the X and Y horizontal directions and vertical acceleration in the Z direction can be measured using a triaxial accelerometer. In another embodiment, the battery motion data includes acceleration data and angular velocity data, where the acceleration data includes triaxial acceleration data and the angular velocity data includes triaxial angular velocity data.

[0081] Step S5200: In response to the battery motion data meeting the motion abnormality conditions, the motion state of the two-wheeled vehicle is determined to be an abnormal motion state.

[0082] Since the position of the power battery 100 on the two-wheeled vehicle A is relatively fixed, the control unit 300 can determine the motion state of the two-wheeled vehicle A based on the battery motion data. When the battery motion data meets the preset abnormal motion conditions, it indicates that the power battery 100 and the two-wheeled vehicle A may have an abnormal motion condition. At this time, the control unit 300 determines the motion state of the two-wheeled vehicle as an abnormal motion state.

[0083] The specific items of motion anomaly conditions can be determined according to the needs of the actual application scenario. In some embodiments, motion anomaly conditions include at least one of the following conditions C1-C5:

[0084] C1. The horizontal acceleration is greater than the first acceleration threshold.

[0085] C2. The rate of change of horizontal acceleration is greater than the first rate of change threshold.

[0086] C3. Vertical acceleration is greater than the second acceleration threshold.

[0087] C4. The vertical drop distance of the power battery 100 is greater than the preset distance value.

[0088] C5. The first tilt angle between the battery reference plane and the ground is less than a first angle threshold, wherein the first tilt angle between the battery reference plane and the ground is determined based on the battery motion data.

[0089] Regarding C1 or C2, when the horizontal acceleration is greater than the first acceleration threshold or the rate of change of the horizontal acceleration is greater than the first rate of change threshold, it indicates that the motion of the two-wheeled vehicle A in the horizontal direction has changed abruptly, and the two-wheeled vehicle A may be subjected to a lateral or frontal impact, etc.

[0090] Regarding C3, when the vertical acceleration is greater than the second acceleration threshold, it indicates that the two-wheeled vehicle A may have some motion in the vertical direction, and the two-wheeled vehicle A may fall or tip over.

[0091] Regarding C4, the vertical drop distance of the battery can be determined based on the vertical acceleration. When the detected vertical acceleration is downward and persists for a certain period, it indicates that the power battery 100 has fallen a certain distance vertically, possibly due to the fall or tipping over of the two-wheeled vehicle A. Therefore, a preset distance value can be set. When the vertical drop distance of the power battery 100 exceeds the preset distance value, it can be considered that the two-wheeled vehicle A has tipped over. The specific value of this preset distance value can be determined based on the installation position of the battery motion sensor 110 on the power battery 100 and the installation height of the power battery 100 on the two-wheeled vehicle A, for example, it could be 20cm, 30cm, 50cm, etc.

[0092] Regarding C5, the battery's tilt can be determined based on battery motion data, thereby determining the tilt of the two-wheeled vehicle A. One surface of the power battery 100 can be pre-defined as the battery reference surface; preferably, the left or right side of the power battery 100 can be selected as the battery reference surface. The first tilt angle between the battery reference surface and the ground can be calculated based on the battery motion data. When the first tilt angle is less than a preset first angle threshold, it indicates that the two-wheeled vehicle A may tip over. The specific size of the first tilt angle is determined based on factors such as the shape of the two-wheeled vehicle A and the installation position of the power battery 100. For example, the first tilt angle can be 20°, 25°, 30°, 32.5°, or other values. The specific calculation method for the first tilt angle can be selected from known calculation methods based on the specific items of the battery motion data. For example, when the battery motion data includes acceleration data, and the acceleration data includes acceleration in the X, Y, and Z directions, since the acceleration sensor generates a certain gravitational acceleration due to its own weight when stationary, the size of the first tilt angle can be calculated by measuring the components of gravitational acceleration in the X, Y, and Z directions. For example, when battery motion data includes both acceleration and angular velocity data, the advantages of both the accelerometer and the gyroscope in calculating the tilt angle can be combined for complementary filtering or Kalman filtering to obtain a more accurate first tilt angle.

[0093] Figure 6 This is a flowchart illustrating a method for determining the motion state of a two-wheeled vehicle as abnormal, according to an embodiment of the present invention. (Refer to...) Figure 6In some embodiments, satisfying the abnormal motion condition specifically means simultaneously satisfying conditions C1, C3, C4, and C5, or simultaneously satisfying conditions C2, C3, C4, and C5. This helps ensure that the determined result matches the actual situation of the two-wheeled vehicle A. In a feasible implementation, it is possible to first determine whether the battery motion data meets condition C1 or C2, and then determine whether the battery motion data meets conditions C3, C4, and C5 in sequence. It should be understood that... Figure 6 The order of judgment for conditions C1-C5 above is merely an illustrative example; the order of judgment for conditions C1-C5 is not limited to this. Figure 6 The order shown can be adjusted according to actual needs.

[0094] Step S5300: In response to the two-wheeled vehicle meeting the safety risk conditions, the two-wheeled vehicle is determined to be a candidate abnormal vehicle.

[0095] Among these conditions, two-wheeled vehicle A meets the safety risk criteria if its motion state is abnormal. When the two-wheeled vehicle's motion state is abnormal, it indicates that two-wheeled vehicle A may encounter collisions, falls, rollovers, tipping over, or other dangerous situations. At this time, the control unit 300 can determine that two-wheeled vehicle A is a candidate abnormal vehicle.

[0096] In some embodiments, refer to Figure 5 The abnormal condition detection method for two-wheeled vehicles also includes the following step S5400:

[0097] Step S5400: In response to determining that the two-wheeled vehicle is a candidate abnormal vehicle, send candidate abnormal vehicle information to the server.

[0098] When the control unit 300 of two-wheeled vehicle A determines that two-wheeled vehicle A is a candidate abnormal vehicle according to the predetermined rules, it can report the candidate abnormal vehicle information to server B so as to facilitate the next step of information confirmation, maintenance management and other work.

[0099] In some embodiments, the safety risk condition may also include other conditions associated with the situation of the two-wheeled vehicle A to ensure that the determined result matches the actual situation of the zero-wheeled vehicle. In some embodiments, the safety risk condition also includes the two-wheeled vehicle's driving state being a driving-stopped state. In some scenarios, the power output of the two-wheeled vehicle A is achieved by twisting the throttle. Therefore, when the two-wheeled vehicle A collides or tipes over during riding, the user usually releases the throttle, and the two-wheeled vehicle A is in a driving-stopped state. However, when the two-wheeled vehicle's motion state is abnormal, but its driving state is normal, it may be due to a malfunction of the battery motion sensor 110. By setting the safety risk condition for the two-wheeled vehicle A to include both the two-wheeled vehicle's motion state being abnormal and its driving state being a driving-stopped state, adverse interference caused by a single data source malfunction can be avoided. When both conditions are met, it can be considered that the two-wheeled vehicle A has a high probability of encountering a dangerous situation.

[0100] For example, in one embodiment, the two-wheeled vehicle abnormal state detection method further includes a step of determining the driving state of the two-wheeled vehicle A. When the two-wheeled vehicle A is an electric vehicle, the driving state of the two-wheeled vehicle can be determined based on the battery operating data of the power battery 100. Figure 7 This is a flowchart illustrating another embodiment of the abnormal state detection method for two-wheeled vehicles according to the present invention. (Refer to...) Figure 7 The two-wheeled vehicle abnormal state detection method may include steps S7100 to S7500, wherein steps S7100 to S7200 correspond to the above embodiment. Figure 5 and Figure 6 Steps S5100 to S5200 and steps S7400 to S7500 described correspond to the embodiments described above. Figure 5 Steps S5300 to S5400 are described.

[0101] Step S7300: Obtain battery operating data and determine the driving status of the two-wheeled vehicle based on the battery operating data.

[0102] Battery operating data is used to characterize the operating state of the power battery 100, and its specific items can be determined as needed. In one embodiment, the battery operating data may include the battery discharge current. When the battery discharge current is too low, it indicates that the drive motor of the two-wheeled vehicle A has stopped working. Specifically, determining the driving state of the two-wheeled vehicle based on the battery operating data includes determining that the driving state of the two-wheeled vehicle is a drive-stopped state in response to the battery discharge current being less than a preset current threshold. The current threshold can be determined according to the specific performance parameters of the power battery 100, for example, it can be 0.2A, 0.5A, 1A, or other values.

[0103] Meanwhile, in this embodiment, the two-wheeled vehicle in step S7500 meets the safety risk conditions including the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state.

[0104] In other embodiments of the present invention, a method for handling abnormal states of two-wheeled vehicles is also provided, which can be used to further process and intervene in the abnormal states reported by two-wheeled vehicle A. For example, this method can be used to perform subsequent processing after receiving candidate abnormal vehicle information determined and reported by the two-wheeled vehicle abnormal state detection method of at least some of the above embodiments, so as to ensure user safety.

[0105] Figure 8 This is a flowchart illustrating a method for handling abnormal states of a two-wheeled vehicle according to an embodiment of the present invention. Figure 8 As shown, the abnormal state handling method for the two-wheeled vehicle includes the following steps S8100 to S8300:

[0106] Step S8100: In response to receiving the alternative abnormal vehicle information, obtain safety feature data.

[0107] After receiving the alternative abnormal vehicle information sent by two-wheeled vehicle A, server B obtains safety feature data related to two-wheeled vehicle A. This safety feature data is associated with the user's behavior or status. By acquiring and analyzing the safety feature data, the user's situation regarding two-wheeled vehicle A can be further determined. The specific items of the safety feature data can be determined according to the actual application needs, for example, based on the vehicle usage process.

[0108] In some embodiments, safety feature data includes the order status of two-wheeled vehicle A. After receiving information about potential abnormal vehicles, server B obtains the order status of the corresponding two-wheeled vehicle A. Since users typically complete their ride-hailing order after using two-wheeled vehicle A normally, such as clicking the end-of-ride control on the user terminal C's ride-hailing application, etc., when two-wheeled vehicle A is identified as a potential abnormal vehicle and its order status is incomplete, it indicates a high probability that the user will have an accident and may require assistance. (Refer to...) Figure 14 The order status can be retrieved from the corresponding module on server B, or it can be obtained through other means.

[0109] In some embodiments, safety feature data includes the distance between the user and the two-wheeled vehicle A. When normal use ends, or in the event of a minor accident where the user can leave without assistance, the user will leave the two-wheeled vehicle A, and the distance between the user and the two-wheeled vehicle A will be relatively large. However, when the two-wheeled vehicle A is identified as a potential abnormal vehicle, and the distance between the user and the two-wheeled vehicle A is small, it indicates that the user has a high probability of having an accident and may require rescue. The distance between the user and the two-wheeled vehicle A can be determined by the distance between the user terminal C and the two-wheeled vehicle A. In one embodiment, obtaining safety feature data includes the following steps: obtaining the user terminal location; obtaining the two-wheeled vehicle location; and determining the distance between the user and the two-wheeled vehicle based on the user terminal location and the two-wheeled vehicle location.

[0110] Step S8200: Determine the user's security status based on the security feature data.

[0111] Based on safety feature data, the user's safety status can be determined. Specifically, in response to the safety feature data meeting the rescue conditions, server B determines the user's safety status as a candidate rescue state. The rescue conditions are determined according to the specific items in the safety feature data and may include one or more conditions. For example, when the safety feature data includes the order status of two-wheeled vehicle A, the rescue condition includes the order status being incomplete. As another example, when the safety feature data includes the distance between the user and the two-wheeled vehicle, the rescue condition includes the distance between the user and the two-wheeled vehicle being less than a first distance threshold. The first distance threshold can be determined according to the needs of the actual usage scenario, for example, it can be 0.5m, 1m, 2m, 5m, 10m, or other values.

[0112] Preferably, meeting the conditions for being awaiting rescue can involve simultaneously meeting multiple conditions. For example, it could involve simultaneously meeting two conditions: the order status is incomplete and the distance between the user and the two-wheeled vehicle A is less than a first distance threshold. This allows for a more accurate determination of the user's safety status and reduces the interference and inconvenience caused by misjudgments to the user's normal vehicle use. When the conditions for being awaiting rescue need to include multiple items, the confirmation order of these items can be arbitrarily set according to actual needs. For example, refer to... Figure 9First, the order status of two-wheeled vehicle A can be obtained (step S9101) and it can be confirmed whether the order status is incomplete (step S9102). If the order status is completed, it can be assumed that the user is not in danger, and the two-wheeled vehicle abnormal status handling process ends. If the order status is incomplete, the distance between the user and the two-wheeled vehicle can be obtained (step S9103), and the distance between the user and the two-wheeled vehicle can be compared with the first distance threshold (step S9104). When the distance between the user and the two-wheeled vehicle is less than the first distance threshold, the user's safety status is determined to be a backup rescue status (step S9105). When the distance between the user and the two-wheeled vehicle is greater than or equal to the first distance threshold, it can be assumed that the user is not in danger, and the two-wheeled vehicle abnormal status handling process ends.

[0113] Reference Figure 8 To fully ensure user safety, the abnormal status handling method for two-wheeled vehicles may also include the following steps S8300:

[0114] Step S8300: In response to determining that the user's safety status is a backup state awaiting rescue, execute the preset safety protection operation.

[0115] When a user's safety status is determined to be in a standby, awaiting rescue state, server B can verify the user's safety through one or more methods and provide safety assurance to the user if it is confirmed that the user needs rescue. For example, the preset safety assurance operation may include sending a confirmation message from server B to user terminal C or two-wheeled vehicle A, asking the user whether they need rescue.

[0116] Reference Figure 10 In some embodiments of the present invention, a two-wheeled vehicle abnormal state detection device 400 is also provided, which includes the following functional modules:

[0117] Data acquisition module 410 is used to receive battery motion data, wherein the battery motion data is used to characterize the motion state of the power battery 100 of the two-wheeled vehicle A; and

[0118] The state determination module 420 is used to determine the motion state of the two-wheeled vehicle based on battery motion data.

[0119] Among them, the state determination module 420 determines the motion state of the two-wheeled vehicle as an abnormal motion state when the battery motion data meets the motion abnormal conditions.

[0120] The state determination module 420 also determines that the two-wheeled vehicle A meets the safety risk conditions and is a candidate abnormal vehicle. The two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state.

[0121] In some embodiments, the above-mentioned two-wheeled vehicle abnormal state detection device 400 may be implemented as, or wholly or partially included in, the reference. Figure 1 , Figures 3-4 The control unit 300 of the two-wheeled vehicle is described.

[0122] Figure 11 This is a schematic block diagram of an electronic device according to one embodiment of the present invention. In another embodiment of the present invention, an electronic device is also involved. Figure 11 As shown, the electronic device 500 includes a memory 510 and a processor 520. The processor 520 and the memory 510 are electrically connected. The memory 510 is adapted to store instructions or programs executable by the processor 520. The processor 520 may be a standalone microprocessor or a collection of one or more microprocessors. Thus, the processor 520 executes the instructions stored in the memory 510 to perform the method flow of the embodiment of the present invention as described above, thereby realizing data processing and control of other devices. The modules of the multi-rider detection device may be implemented by the processor 520 of the vehicle 500 of this embodiment executing the computer program stored in the memory 510, or may be implemented by other circuit structures, which are not limited here. In some embodiments, the above-described electronic device may be implemented as, or wholly or partially included in, the referenced Figure 1 , Figures 3-4 The control unit 300 of the two-wheeled vehicle is described.

[0123] Figure 12 This is a schematic block diagram of a server according to an embodiment of the present invention. (Refer to...) Figure 12 In some embodiments of the present invention, a server 600 is also involved. The server 600 includes a general computer hardware architecture, which includes at least a processor 620 and a memory 610. The processor 620 and the memory 610 can be connected via a bus. The memory 610 is adapted to store instructions or programs executable by the processor 620. The processor 620 can be a standalone microprocessor or a set of one or more microprocessors. Thus, the processor 620 executes the instructions stored in the memory 610 to perform the method flow of the embodiments of the present invention as described above, thereby realizing data processing and control of other devices. The server 600 can be as described in the text of the above embodiments and... Figure 1 Server B is shown in the image.

[0124] Figure 13 This is a schematic block diagram of a vehicle system according to an embodiment of the present invention. (Refer to...) Figure 13Other embodiments of the present invention also relate to a vehicle system comprising a two-wheeled vehicle A and a server B. The two-wheeled vehicle A in this vehicle system may be the same as the two-wheeled vehicle A described in at least some of the above embodiments of the present invention, and the server B may be the server 600 described in at least some of the above embodiments of the present invention. The two-wheeled vehicle A and the server B are wirelessly connected.

[0125] Those skilled in the art will understand that embodiments of this application can be provided as methods, apparatus (devices), or computer program products. Therefore, this application can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, this application can take the form of a computer program product embodied on one or more computer-readable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0126] These computer program instructions may be stored in a computer-readable storage medium that can direct a computer or other programmable data processing device to function in a particular manner, such that the instructions stored in the computer-readable storage medium produce an article of manufacture including an instruction means, the implementation process of which is described in the instruction means. Figure 1 The function specified in one or more processes.

[0127] These computer program instructions may also be provided to a processor of a general-purpose computer, special-purpose computer, embedded processor, or other programmable data processing device to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing device, produce instructions for implementing processes. Figure 1 A device for a function specified in one or more processes.

[0128] Another embodiment of the present invention relates to a non-volatile storage medium for storing a computer-readable program for use by a computer to execute some or all of the above-described method embodiments.

[0129] That is, those skilled in the art will understand that all or part of the steps in the methods of the above embodiments can be implemented by a program specifying the relevant hardware. This program is stored in a storage medium and includes several instructions to cause a device (which may be a microcontroller, chip, etc.) or processor to execute all or part of the steps of the methods described in the embodiments of this application. The aforementioned storage medium includes various media capable of storing program code, such as a USB flash drive, a portable hard drive, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk.

[0130] The solutions described in this specification and embodiments, if involving the processing of personal information, will be processed only under the premise of having a legal basis (such as obtaining the consent of the personal information subject, or being necessary for the performance of a contract), and will only be processed within the scope stipulated or agreed upon. A user's refusal to process personal information beyond what is necessary for basic functions will not affect the user's use of basic functions.

[0131] The above description is merely a preferred embodiment of the present invention and is not intended to limit the invention. For those skilled in the art, the present invention can be modified and varied in various ways. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principle of the present invention should be included within the scope of protection of the present invention.

Claims

1. A two-wheeled vehicle, characterized in that, include: The main body of the two-wheeled vehicle; A power battery is disposed on the main body of the two-wheeled vehicle. The power battery is equipped with a battery motion sensor, which is configured to detect battery motion data. The power battery has a power management circuit board, which is equipped with a power management circuit configured to detect battery operating data of the power battery, including battery discharge current. as well as A control unit is located on the main body of the two-wheeled vehicle. The control unit is electrically connected to the battery motion sensor and receives the battery motion data. The control unit is also electrically connected to the power management circuit. The control unit is configured as follows: When the battery motion data meets the motion abnormality conditions, the motion state of the two-wheeled vehicle is determined to be an abnormal motion state; After determining that the two-wheeled vehicle's motion state is abnormal, the discharge current of the power battery is acquired, and the driving state of the two-wheeled vehicle is determined based on the discharge current. Specifically, when the discharge current of the power battery is less than a preset current threshold, the driving state of the two-wheeled vehicle is determined to be a stopped state. When the two-wheeled vehicle meets the safety risk conditions, the two-wheeled vehicle is determined to be a candidate abnormal vehicle. The two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state.

2. The two-wheeled vehicle according to claim 1, characterized in that, The battery motion sensor includes an accelerometer, and the acceleration data includes horizontal acceleration and vertical acceleration; The abnormal motion condition includes at least one of the following conditions: The horizontal acceleration is greater than a first acceleration threshold. The rate of change of the horizontal acceleration is greater than a first rate of change threshold. The vertical acceleration is greater than the second acceleration threshold; The vertical drop distance of the power battery is greater than a preset distance value, wherein the control unit is further configured to determine the vertical drop distance of the power battery based on the acceleration data; and The first tilt angle between the battery reference plane and the ground is less than a first angle threshold, wherein the power battery has a battery reference plane, and the control unit is further configured to determine the first tilt angle based on the battery motion data.

3. The two-wheeled vehicle according to claim 1, characterized in that, The battery motion sensor includes a three-axis accelerometer and a three-axis gyroscope.

4. The two-wheeled vehicle according to claim 1, characterized in that, The battery motion sensor is located on the power management circuit board.

5. The two-wheeled vehicle according to claim 1, characterized in that, The control unit also includes a wireless communication circuit, and is further configured to send information about the two-wheeled vehicle to the server via the wireless communication circuit when the two-wheeled vehicle is determined to be a candidate abnormal vehicle.

6. The two-wheeled vehicle according to claim 5, characterized in that, The control unit also includes a positioning device for acquiring the position of the two-wheeled vehicle, and the wireless communication circuit is further configured to transmit the position of the two-wheeled vehicle outward.

7. A method for detecting abnormal conditions of a two-wheeled vehicle, characterized in that, include: Acquire battery motion data, which is used to characterize the motion state of the power battery of the two-wheeled vehicle; In response to the battery motion data meeting the motion abnormality conditions, the motion state of the two-wheeled vehicle is determined to be an abnormal motion state. After determining that the two-wheeled vehicle's motion state is abnormal, acquire battery operating data and determine the two-wheeled vehicle's driving state based on the battery operating data; as well as In response to the two-wheeled vehicle meeting the safety risk conditions, the two-wheeled vehicle is determined to be a candidate abnormal vehicle, wherein the two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state; The battery operating data includes the battery discharge current, and determining the two-wheeled vehicle driving state based on the battery operating data includes: In response to the battery discharge current being less than a preset current threshold, the driving state of the two-wheeled vehicle is determined to be a driving stop state.

8. The method according to claim 7, characterized in that, The battery motion data includes acceleration data, which includes horizontal acceleration and vertical acceleration. The abnormal motion condition includes at least one of the following conditions: The horizontal acceleration is greater than a first acceleration threshold. The rate of change of the horizontal acceleration is greater than a first rate of change threshold. The vertical acceleration is greater than the second acceleration threshold; The vertical drop distance of the power battery is greater than a preset distance value, wherein the vertical drop distance of the power battery is determined based on the vertical acceleration; and The first tilt angle between the battery reference plane and the ground is less than a first angle threshold, wherein the first tilt angle is determined based on the battery motion data.

9. The method according to claim 8, characterized in that, The acceleration data includes triaxial acceleration data and triaxial angular velocity data.

10. The method according to claim 7, characterized in that, The method further includes: In response to identifying a two-wheeled vehicle as a candidate abnormal vehicle, information about the candidate abnormal vehicle is sent to the server.

11. A method for handling abnormal states of a two-wheeled vehicle, characterized in that, include: In response to receiving candidate abnormal vehicle information, the safety feature data of the corresponding two-wheeled vehicle is obtained, and the candidate abnormal vehicle information is determined when the two-wheeled vehicle meets the safety risk conditions. as well as In response to the security feature data meeting the conditions for being awaited rescue, the user's security status is determined to be a candidate status for being awaited rescue. Among them, the two-wheeled vehicle meets the safety risk conditions including the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state, and the two-wheeled vehicle's motion state is determined based on battery motion data; The driving state of the two-wheeled vehicle is determined based on the battery discharge current of the power battery after the vehicle's motion state is determined to be abnormal.

12. The method according to claim 11, characterized in that, The safety feature data includes the order status of the two-wheeled vehicle, and the conditions for requesting rescue include the order status being incomplete; and / or The safety feature data includes the distance between the user and the two-wheeled vehicle, and the rescue condition includes the distance between the user and the two-wheeled vehicle being less than a first distance threshold.

13. The method according to claim 11, characterized in that, The safety feature data includes the distance between the user and the two-wheeled vehicle, and obtaining the corresponding safety feature data of the two-wheeled vehicle includes: Obtain the user terminal location; Obtain the location of the two-wheeled vehicle; and The distance between the user and the two-wheeled vehicle is determined based on the location of the user terminal and the location of the two-wheeled vehicle.

14. The method according to claim 11, characterized in that, The method further includes: In response to determining that the user's safety status is a standby rescue status, the preset safety protection operation is executed.

15. A device for detecting abnormal conditions of a two-wheeled vehicle, characterized in that, include: The data acquisition module is used to receive battery motion data, which is used to characterize the motion state of the power battery of the two-wheeled vehicle. as well as A state determination module is used to determine the motion state of the two-wheeled vehicle based on the battery motion data. The state determination module determines the two-wheeled vehicle's motion state as abnormal when the battery motion data meets the motion abnormality conditions. The state determination module also determines the two-wheeled vehicle as a candidate abnormal vehicle if the two-wheeled vehicle meets the safety risk conditions. The two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state. After the two-wheeled vehicle's motion state is determined to be an abnormal motion state, the driving state of the two-wheeled vehicle is determined by acquiring the battery discharge current of the power battery and determining the driving state based on the battery discharge current. When the battery discharge current is less than a preset current threshold, the driving state of the two-wheeled vehicle is determined to be a driving stop state.

16. A computer-readable storage medium storing computer program instructions thereon, characterized in that, When the computer program instructions are executed by the processor, they implement the method as described in any one of claims 7-10, or when the computer program instructions are executed by the processor, they implement the method as described in any one of claims 11-14.

17. An electronic device comprising a memory and a processor, characterized in that, The memory is used to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method as described in any one of claims 7-10.

18. A server, characterized in that, The system includes a memory and a processor, characterized in that the memory is used to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method as described in any one of claims 11-14.

19. A power battery for a two-wheeled vehicle, characterized in that, The power battery is equipped with a battery motion sensor, which is configured to detect battery motion data, and the battery motion data is used to characterize the motion state of the power battery. The power battery has a power management circuit board, which has a power management circuit configured to detect the battery discharge current of the power battery. The power battery is configured to send the battery discharge current to the control unit of the two-wheeled vehicle after the vehicle's motion state is determined to be an abnormal motion state, so that the control unit can determine whether the two-wheeled vehicle is a candidate abnormal vehicle based on the vehicle's motion state and driving state, wherein the driving state of the two-wheeled vehicle is determined based on the battery discharge current.

20. The power battery according to claim 19, characterized in that, The battery motion sensor is located on the power management circuit board.

21. The power battery according to claim 19, characterized in that, The battery motion sensor includes an accelerometer, and the acceleration data includes horizontal acceleration and vertical acceleration.

22. The power battery according to claim 19, characterized in that, The battery motion sensor includes a three-axis accelerometer and a three-axis gyroscope.

23. A vehicle system, characterized in that, include: server; as well as A two-wheeled vehicle, wirelessly connected to the server, includes a vehicle body, a power battery, and a control unit. The power battery is located in the vehicle body and includes a battery motion sensor configured to detect battery motion data. The power battery has a power management circuit board with a power management circuit configured to detect battery operating data, including battery discharge current. The control unit is located in the vehicle body, electrically connected to the battery motion sensor and receiving the battery motion data, and electrically connected to the power management circuit. The control unit is configured to determine the motion state of the two-wheeled vehicle as abnormal when the battery motion data meets the abnormal motion conditions. After determining that the two-wheeled vehicle's motion state is abnormal, the discharge current of the power battery is acquired, and the driving state of the two-wheeled vehicle is determined based on the discharge current. Specifically, when the discharge current of the power battery is less than a preset current threshold, the driving state of the two-wheeled vehicle is determined to be a stopped state. When the two-wheeled vehicle meets the safety risk conditions, the two-wheeled vehicle is determined to be a candidate abnormal vehicle and the candidate abnormal vehicle information is sent to the server. The two-wheeled vehicle meeting the safety risk conditions includes the two-wheeled vehicle's motion state being an abnormal motion state and the two-wheeled vehicle's driving state being a driving stop state. The server is configured as follows: In response to receiving information about potential abnormal vehicles, the system obtains the safety characteristic data of the corresponding two-wheeled vehicle; and In response to the security feature data meeting the conditions for being awaited for rescue, the user's security status is determined to be a candidate status for being awaited for rescue.

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