WO2020177619A1

WO2020177619A1 - Method, device and apparatus for providing reminder to charge terminal, and storage medium

Info

Publication number: WO2020177619A1
Application number: PCT/CN2020/077090
Authority: WO
Inventors: 李向东; 田艳; 王剑平; 张艳存
Original assignee: 华为技术有限公司
Priority date: 2019-03-06
Filing date: 2020-02-28
Publication date: 2020-09-10
Also published as: CN110022403A

Abstract

Provided are a method, device and apparatus for providing a reminder to charge a terminal, and a storage medium. The method comprises: acquiring behavior information of a user and current power consumption information of a terminal; determining, according to the current power consumption information and the behavior information, whether or not a reminder to charge the terminal is required; and if it is determined that a reminder to charge the terminal is required, sending notification information to the user, wherein the notification information is used to remind the user to charge the terminal. The invention enables provision of a reminder to charge a terminal in advance, thereby improving terminal reliability, and enhancing user experience.

Description

Terminal charging reminding method, device, equipment and storage medium

This application claims the priority of a Chinese patent application filed with the State Intellectual Property Office of China, the application number is 201910166381.3, and the invention title is "terminal charging reminder method, device, equipment and storage medium" on March 6, 2019. The reference is incorporated in this application.

Technical field

This application relates to the technical field of smart devices, and in particular to a terminal charging reminder method, device, device, and storage medium.

Background technique

With the development of smart devices, users’ reliance on smart devices such as mobile terminals has gradually increased. In order to ensure that users use smart devices normally, ensuring that the power of smart devices meets user needs is a very important part. For this reason, on the one hand , The battery capacity of terminal devices is gradually increasing. On the other hand, being able to charge smart devices in time is also an important means to ensure normal use of users.

In order to ensure that users charge smart devices in time, a charging reminder is usually set. The current charging reminder for smart devices is usually a low battery reminder. The current battery level is detected and compared with a preset threshold. If the current battery level is lower than A pre-set threshold will send a charging reminder to remind the user to charge. For example, if the preset thresholds are 20% and 10%, when the current power is lower than 20% and 10%, the user is reminded to charge, so as to ensure the power demand of the smart device.

However, in the prior art, by setting a preset threshold to remind the user to charge, the user may not be able to charge in time and miss important trips, information, etc. Therefore, in the prior art, the reliability of reminding the user to charge by setting a preset threshold is low .

Summary of the invention

The present application provides a terminal charging reminding method, device, equipment, and storage medium, which realizes the terminal charging pre-remind, thereby improving the reliability of the terminal.

In the first aspect, this application proposes a terminal charging reminder method, including:

Obtain user behavior information and current power consumption information of the terminal.

According to the current power consumption information and behavior information, determine whether the terminal needs to be reminded to charge.

If it is determined that the terminal needs to be reminded to charge, a prompt message is sent to the user, and the prompt information is used to remind the user to charge the terminal.

In this solution, by acquiring the user's behavior information and current power consumption information, and judging whether the terminal needs to be charged according to the current power consumption information and behavior information, the terminal charging pre-remind is realized, thereby improving the reliability of the terminal.

Optionally, the behavior information includes behavior type and behavior time. Behavior time includes behavior start time and behavior end time, or behavior time includes behavior start time and behavior process time; current power consumption information includes: current remaining power and current Power consumption speed.

Optionally, obtaining the current power consumption information of the terminal includes:

The current power consumption information of the terminal is acquired at a preset time before the behavior start time.

Optionally, determine whether the terminal needs to be reminded to charge based on current power consumption information and behavior information, including:

According to the behavior type and behavior time, predict the user's first power consumption during the behavior; based on the current power consumption information and the first power consumption, determine whether the terminal needs to be reminded to charge.

In this solution, by predicting the user’s first power consumption in the behavior process according to the behavior type and behavior time, the accuracy of predicting the user’s first power consumption in the behavior process is improved, and then based on the current power consumption information and the first power consumption. One power consumption, it is judged whether the terminal needs to be reminded to charge, thereby improving the accuracy of judging whether the terminal needs to be reminded to charge, thereby improving the reliability of the terminal.

Optionally, according to the behavior type and behavior time, predict the user's first power consumption during the behavior process, including:

According to the behavior type, behavior time, and behavior power consumption model, predict the user's first power consumption during the behavior. The behavior power consumption model is used to express the relationship between the user's behavior type, behavior time, and power consumption.

In this solution, by predicting the user’s first power consumption during the behavior process based on the user’s behavior type, behavior time, and behavior power consumption model, it is possible to predict the user’s power consumption according to the user’s power consumption habits in the behavior type. The first power consumption in the behavior process further improves the accuracy of predicting the user's first power consumption in the behavior process.

Optionally, before predicting the user's first power consumption during the behavior according to the behavior type, behavior time, and behavior power consumption model, the method further includes:

Obtain the user's historical behavior data. The historical behavior data includes the user's historical behavior information and the user's historical power consumption data in the historical behavior process. The historical behavior information includes the historical behavior type and the historical behavior time.

According to historical behavior information and historical power consumption data, at least one power consumption data set is created, and the at least one power consumption data set is used to train the behavior power consumption model.

Use at least one power consumption data set as a training set to train a behavioral power consumption model to construct a behavioral power consumption model.

In this solution, the personalization of the terminal is improved by constructing a behavioral power consumption model based on the user's historical behavior data.

Optionally, the terminal charging reminder method provided in this application further includes:

Obtain the actual power consumption of the user in the behavior process; update the behavior power consumption model according to the user's behavior information and the user's actual power consumption in the behavior process.

Optionally, judging whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption, including:

According to the current power consumption rate and the time from the current moment to the start time of the behavior, calculate the second power consumption of the terminal from the current moment to the start time of the behavior; according to the current remaining power, the second power consumption and the first power consumption To determine whether the terminal needs to be reminded to charge.

Optionally, judging whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption, and the first power consumption, including:

According to the current remaining power, the second power consumption, and the first power consumption, calculate the predicted remaining power of the user at the end of the behavior process; if the predicted remaining power is less than the preset threshold, it is determined that the terminal needs to be reminded to charge.

Compare the current remaining power with the sum of the second power consumption and the first power consumption; if the current remaining power is less than the sum of the second power consumption and the first power consumption, it is determined that the terminal needs to be reminded to charge.

Optionally, according to the current remaining power, the second power consumption, and the first power consumption, calculating the predicted remaining power of the user at the end of the behavior process includes:

Calculate the sum of the second power consumption and the first power consumption to obtain the third power consumption;

Calculate the difference between the current remaining power and the third power consumption to obtain the predicted remaining power of the user at the end of the behavior process.

The following parts of the device, equipment, storage medium and computer program products provided by this application, please refer to the content of the above method part for their content and effects.

In a second aspect, this application provides a terminal charging reminder device, including:

The first obtaining module is used to obtain user behavior information and current power consumption information of the terminal.

The judgment module is used to judge whether the terminal needs to be reminded to charge according to the current power consumption information and behavior information.

The prompt module is used to send a prompt message to the user if it is determined that the terminal needs to be reminded to charge, and the prompt information is used to remind the user to charge the terminal.

Optionally, the behavior information includes the behavior type and behavior time, the behavior time includes the behavior start time and the behavior end time, or the behavior time includes the behavior start time and the duration of the behavior process;

Current power consumption information includes: current remaining power and current power consumption rate.

Optionally, the first acquisition module is specifically used for:

Optionally, the judgment module includes:

The prediction sub-module is used to predict the first power consumption of the user during the behavior process according to the behavior type and behavior time.

The first judging submodule is used to judge whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption.

Optional, prediction sub-module, specifically used for:

Optionally, the terminal charging reminder device provided in this application further includes:

The second acquisition module is used to acquire the user's historical behavior data. The historical behavior data includes the user's historical behavior information and the user's historical power consumption data in the historical behavior process. The historical behavior information includes the historical behavior type and the historical behavior time.

The creation module is used to create at least one power consumption data set based on historical behavior information and historical power consumption data, and the at least one power consumption data set is used to train a behavior power consumption model.

The training module is used to use at least one power consumption data set as a training set to train a behavior power consumption model to construct a behavior power consumption model.

The third obtaining module is used to obtain the actual power consumption of the user during the behavior; the update module is used to update the behavior power consumption model according to the user's behavior information and the actual power consumption of the user during the behavior.

Optionally, the judgment module includes:

The calculation submodule is used to calculate the second power consumption of the terminal between the current time and the behavior start time according to the current power consumption rate and the time from the current time to the behavior start time; the second judgment submodule is used to calculate The current remaining power, the second power consumption and the first power consumption determine whether the terminal needs to be reminded to charge.

Optionally, the second judgment sub-module is specifically used for:

According to the current remaining power, the second power consumption and the first power consumption, calculate the predicted remaining power of the user at the end of the behavior process; if the predicted remaining power is less than the preset threshold, it is determined that the terminal needs to be reminded to charge.

Optionally, the second judgment sub-module is specifically used for:

Calculate the sum of the second power consumption and the first power consumption to obtain the third power consumption; calculate the difference between the current remaining power and the third power consumption to obtain the predicted remaining power of the user at the end of the behavior process.

In the third aspect, this application provides a terminal, including:

A processor; a memory; and a computer program; wherein the computer program is stored in the memory and is configured to be executed by the processor, and the computer program includes a terminal charging reminding method for executing the first aspect and the optional method of the first aspect .

In a fourth aspect, the present application provides a computer-readable storage medium, and the computer-readable storage medium stores a computer program. The computer program enables the server to execute the terminal charging reminder method as in the first aspect and the optional method of the first aspect.

In a fifth aspect, an embodiment of the present application provides a computer program product, including: executable instructions, which are used to implement the terminal charging reminder method as in the first aspect or an optional manner in the first aspect.

The terminal charging reminding method, device, equipment and storage medium provided in this application obtain the user's behavior information and the current power consumption information of the terminal, and then determine whether the terminal needs to be reminded to charge according to the current power consumption information and behavior information; If a reminder to charge is needed, a prompt message is sent to the user, and the prompt message is used to remind the user to charge the terminal. Since the user's behavior information and current power consumption information are acquired, and the current power consumption information and behavior information are used to determine whether the terminal needs to be charged, the terminal charging pre-remind is realized, thereby improving the reliability of the terminal.

Description of the drawings

In order to more clearly describe the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description These are some embodiments of the present application. For those of ordinary skill in the art, other drawings can be obtained based on these drawings.

FIG. 1 is a schematic flowchart of a terminal charging reminding method provided by an embodiment of the present application;

FIG. 2 is an interface diagram for prompting prediction of remaining power provided by an embodiment of the present application;

FIG. 3 is an interface diagram for reminding the user to charge according to an embodiment of the present application;

4 is a schematic flowchart of a terminal charging reminding method provided by another embodiment of the present application;

FIG. 5 is a schematic flowchart of a terminal charging reminding method provided by still another embodiment of the present application;

FIG. 6 is a schematic structural diagram of a terminal charging reminder device provided by an embodiment of the present application;

FIG. 7 is a schematic structural diagram of a terminal charging reminder device provided by another embodiment of the present application;

FIG. 8 is a schematic structural diagram of a terminal charging reminder device provided by still another embodiment of the present application;

9 is a schematic structural diagram of a terminal charging reminder device provided by another embodiment of the present application;

FIG. 10 is a schematic structural diagram of a terminal device provided by an embodiment of the present application;

FIG. 11 is a schematic structural diagram of a terminal device provided by another embodiment of the present application.

detailed description

In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of this application.

The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of this application and the above-mentioned drawings are used to distinguish similar objects, but not necessarily Describe a specific order or sequence. It should be understood that the data used in this way can be interchanged under appropriate circumstances, so that the embodiments of the present application described herein, for example, can be implemented in a sequence other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations of them are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to the clearly listed Those steps or units may include other steps or units that are not clearly listed or are inherent to these processes, methods, products, or equipment.

With the development of smart devices, users have gradually become more dependent on smart devices such as mobile terminals. In order to ensure that users use smart devices normally, ensuring that the power of smart devices meets user needs is a very important part. In order to ensure that users charge smart devices in time, a charging reminder is usually set. The current charging reminder for smart devices is usually a low battery reminder. The current battery level is detected and compared with a preset threshold. If the current battery level is lower than A pre-set threshold will send a charging reminder to remind the user to charge. By setting a preset threshold to remind the user to charge, the user may not be able to charge in time and miss important trips, information, etc. Therefore, in the prior art, the reliability of reminding the user to charge by setting a preset threshold is low. In order to realize the terminal charging pre-remind and thereby improve the reliability of the terminal, the present application provides a terminal charging reminding method, device, equipment and storage medium.

Hereinafter, an exemplary application scenario of the embodiment of the present application will be introduced.

With the widespread application of terminal equipment, users’ work and life are increasingly inseparable from terminal equipment. Among them, terminal equipment can be mobile terminals, etc., mobile terminals can be smart phones, cellular phones, cordless phones, tablet computers, personal digital Processing (Personal Digital Assistant, PDA for short) devices, handheld devices with wireless communication functions or other processing devices connected to wireless modems, vehicle-mounted devices, wearable devices, etc. The embodiment of this application does not limit the type of terminal device.

In the following, taking the terminal device as a smart phone as an example, an exemplary application scenario of the embodiment of the present application is introduced. In the process of using the smartphone, the user may purchase travel tickets and movie tickets in the smartphone, or record the user's travel information in the smartphone's situational intelligence, schedule, calendar and other software, such as: meeting information, shopping information In order to ensure the normal operation of smart phones, it is necessary to determine whether the current power of the smart phone can meet the travel needs of the user before the user travels. If the current power of the smart phone cannot To meet users' travel needs, users are reminded to charge their smartphones. Based on this, this application provides a terminal charging reminding method, device, equipment and storage medium.

Figure 1 is a schematic flow chart of a terminal charging reminder method provided by an embodiment of the present application. The method can be executed by a terminal charging reminder device, which can be implemented by software and/or hardware, for example: the device can be the aforementioned terminal device For part or all of the following, the terminal device is used as the executive body to describe the terminal charging reminder method. As shown in FIG. 1, the method in the embodiment of the present application may include:

Step S101: Obtain user behavior information and current power consumption information of the terminal.

The user's behavior information can be the user's travel information, for example, the user's ticket information, which can include the ticket type, such as high-speed rail, high-speed train, general express, bus, airplane, etc., and can also include the start time of the vehicle, the arrival time of the vehicle, and the travel Time, etc. The embodiments of this application do not limit the specific travel information of the user. The user's behavior information can also be the user's activity information, for example: the user's meeting information, which can include the type of meeting, such as company meetings, small meetings, training, etc., and can also include the start time, end time and behavior process of the meeting Time length, etc., the embodiments of this application do not limit the user’s specific activity information; the user’s behavior information can also be the user’s entertainment information, for example: the user’s shopping information, dining information, movie watching information, singing information, etc. The entertainment information can be Including the specific type of entertainment information, as well as the start time, end time, activity duration, etc. of the entertainment activity, the embodiment of the present application does not limit the specific entertainment information of the user. In addition, the user's behavior information is not limited to the information listed above, and the embodiment of the present application does not limit the user's behavior information.

The user's behavior information can be obtained through the application software in the terminal device. For example, the user behavior information in the contextual intelligence in the terminal device can be obtained, the user's behavior information can be obtained through the software that can order tickets, and the user's behavior information can be obtained through the entertainment software. To obtain the user's behavior information, it is also possible to obtain user-defined behavior information through software such as calendars and schedules. The embodiment of the present application does not limit the manner and way of obtaining the user's behavior information.

In a possible implementation manner, the behavior information includes the behavior type and behavior time, the behavior time includes the behavior start time and the behavior end time, or the behavior time includes the behavior start time and the duration of the behavior process.

User behavior information may include the user’s behavior type and behavior time, where the behavior type is used to indicate the content of the user’s behavior, such as meeting, shopping, taking a train, taking a plane, etc. The specific types of behavior types and the corresponding There are no restrictions on the representation of behavior types. The behavior time includes the behavior start time and the behavior end time. The behavior process time can be obtained through the behavior start time and the behavior end time, or the behavior time includes the behavior start time and the duration of the behavior process.

The current power consumption signal may include the current remaining power, or the current power consumption speed, etc. The embodiment of the present application does not limit the current power consumption information of the terminal. In a possible implementation manner, the current power consumption information of the terminal Including: current remaining power and current power consumption rate. The current power consumption information may include the current remaining power and the current power consumption rate, but is not limited to the current remaining power and the current power consumption rate. The embodiment of the present application does not limit the specific information of the current power consumption information.

The embodiment of the present application does not limit the specific method for obtaining the current power consumption information, as long as the current power consumption information of the terminal can be obtained. In addition, the embodiment of the present application does not limit the time for obtaining current power consumption information. In a possible implementation manner, the current power consumption information of the terminal is acquired at a preset time before the start time of the behavior. After obtaining the user’s behavior information, it is possible to obtain the start time of the user’s behavior, a preset time before the start time of the behavior, and the current power consumption information of the terminal for the user to reserve a preset time as said Terminal equipment charging. The embodiment of the application does not limit the specific time of the preset time. For example, it can be 4 hours before the behavior start time, 2 hours before the behavior start time, etc. In addition, in a possible implementation manner , Multiple preset times can be set, and the current power consumption information of the terminal can be acquired at multiple preset times before the behavior start time. For example, the terminal device can be the first preset time before the behavior start time, The current power consumption information of the terminal is acquired, and then the current power consumption information of the terminal is acquired again at the second preset time before the behavior start time, so as to ensure the accuracy of acquiring the current power consumption information of the terminal. The embodiment of the present application does not limit the specific method for obtaining the current power consumption information of the terminal at the preset time before the behavior start time.

Step S102: Determine whether the terminal needs to be reminded to charge based on the current power consumption information and behavior information.

The embodiment of the present application does not limit the specific implementation for determining whether the terminal needs to be reminded to charge based on current power consumption information and behavior information, and it can be determined whether the terminal needs to be reminded to charge based on the acquired specific behavior information and specific current power consumption information. In a possible implementation, if the behavior information is the behavior type, and the current power consumption information is the current remaining power, then the user’s power consumption during the behavior type can be determined by the user’s behavior type, for example, the user behavior type is Watching a movie, you can predict the user’s possible power consumption during the movie watching process based on the user’s previous power consumption data during the movie watching process, for example, 1%, and the current remaining power is 90%. It can be determined that the terminal does not need to be reminded to charge. In another possible implementation manner, the current power consumption rate and the behavior habit of the user using the terminal can be obtained at a preset time before the start time of the user's behavior, so as to predict the user's behavior at the start time or the user's behavior The power consumption at the end of the process, and predict the user's remaining power at the beginning of the behavior or the user at the end of the behavior process based on the current remaining power to determine whether the terminal needs to be reminded to charge.

Optionally, judging whether the terminal needs to be reminded to charge based on current power consumption information and behavior information includes:

According to the behavior type and behavior time, predict the user's first power consumption during the behavior. According to the current power consumption information and the first power consumption, it is determined whether the terminal needs to be reminded to charge.

The embodiment of the present application does not limit the specific implementation manner of predicting the first power consumption of the user during the behavior according to the behavior type and behavior time. For example, the power consumption rate corresponding to the behavior type may be preset according to the behavior type, and the first power consumption of the user during the behavior can be predicted according to the power consumption rate and behavior time corresponding to the behavior type.

By predicting the user's first power consumption in the behavior process according to the behavior type and behavior time, the accuracy of predicting the user's first power consumption in the behavior process is improved, and then based on the current power consumption information and the first power consumption , To determine whether the terminal needs to be reminded to charge, thereby improving the accuracy of determining whether the terminal needs to be reminded to charge, thereby improving the reliability of the terminal.

After predicting the first power consumption of the user in the course of the behavior, according to the current power consumption information and the first power consumption, it is judged whether the terminal needs to be reminded to charge. There is no restriction on the specific method for judging whether the terminal needs to be reminded to charge. Optionally, judging whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption, including:

The second power consumption may be the product of the current power consumption rate and the time from the current moment to the start time of the behavior. After the second power consumption of the terminal between the current moment and the behavior start time is calculated, the current remaining The power, the second power consumption, and the first power consumption determine whether the terminal needs to be reminded to charge, which is not limited in the embodiment of the present application.

In a possible implementation manner, judging whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption, and the first power consumption, including:

According to the current remaining power, the second power consumption, and the first power consumption, the predicted remaining power of the user at the end of the behavior process is calculated.

The method of calculating the predicted remaining power of the user at the end of the behavior process in the embodiment of the present application is not limited. Optionally, according to the current remaining power, the second power consumption, and the first power consumption, the user’s power at the end of the behavior process is calculated. Forecast the remaining power, including:

Calculate the sum of the second power consumption and the first power consumption to obtain the third power consumption. The third power consumption represents the predicted power consumption from the current moment to the end of the behavior process, and then calculate the current remaining power and the third power consumption The difference in power is the predicted remaining power of the user at the end of the behavior process. In a possible implementation manner, the user may be reminded of the predicted remaining power at the end of the behavior process through indicator lights, vibration, push, or short messages. The embodiment of the present application prompts the user of the predicted remaining power at the end of the behavior process. The way is not limited. Exemplarily, FIG. 2 is an interface diagram for prompting the predicted remaining power provided by an embodiment of the present application. As shown in FIG. 2, after obtaining the predicted remaining power of the user at the end of the behavior process, a message can be pushed through the interface 201 to remind the user The predicted remaining power at the end of the behavior process, for example, the push message is "The predicted remaining power at the end of the meeting at 4 pm today is **%", where the push message can include the behavior type, behavior end time, and predicted remaining power. The embodiment of the application does not limit the form and content of the push message.

If the predicted remaining power is less than the preset threshold, it is determined that the terminal needs to be reminded to charge.

By setting a preset threshold, the predicted remaining power is compared with the preset threshold, and if the predicted remaining power is less than the preset threshold, it is determined that the terminal needs to be reminded to charge. The embodiment of the present application does not limit the specific size of the preset threshold.

In another possible implementation manner, judging whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption, and the first power consumption, including:

Compare the current remaining power with the sum of the second power consumption and the first power consumption. If the current remaining power is less than the sum of the second power consumption and the first power consumption, it is determined that the terminal needs to be reminded to charge.

By directly comparing the current remaining power with the sum of the second power consumption and the first power consumption, and if the current remaining power is less than the sum of the second power consumption and the first power consumption, it is determined that the terminal needs to be reminded to charge.

Step S103: If it is determined that the terminal needs to be reminded to charge, a prompt message is sent to the user, and the prompt information is used to remind the user to charge the terminal.

If it is determined that the terminal needs to be reminded to charge, it will send a prompt message to the user, where the prompt information can be through vibration, indicator light, message push or short message, etc. The embodiment of this application does not limit the specific method of sending prompt information to the user, as long as The user can be reminded to charge the terminal.

Fig. 3 is an interface diagram for reminding the user to charge according to an embodiment of the present application. As shown in Fig. 3, the interface 202 is an interface for sending prompt information to the user after judging that the terminal needs to be reminded to charge. The prompt information in the interface 202 may be "The current remaining power may not meet the **behavior after **hours, it is recommended to charge in advance" to remind the user that the current remaining power cannot meet the user behavior after the preset time, and the user is recommended to charge in advance, or it can be "The current remaining power may be Unable to meet the **behavior after **hours, it is recommended to charge to **%" in advance. According to the current power consumption information and behavior information, calculate the remaining power required to meet the user behavior after the user's preset time. The user charges in advance and makes the power in the terminal device greater than or equal to the minimum required remaining power. The embodiment of the application does not limit the specific content and form of the prompt information.

On the basis of the foregoing embodiment, optionally, FIG. 4 is a schematic flowchart of a terminal charging reminder method provided by another embodiment of the present application. The method may be executed by a terminal charging reminder device, which may be implemented by software and/or hardware. For example, the device may be part or all of the above-mentioned terminal equipment. The terminal charging reminder method will be described below with the terminal equipment as the executive body. As shown in FIG. 4, the above step S102 may include:

Step S301: According to the behavior type, behavior time, and behavior power consumption model, predict the user's first power consumption during the behavior. The behavior power consumption model is used to represent the user's behavior type, behavior time, and power consumption. relationship.

The behavioral power consumption model is used to express the relationship between the user's behavior type, behavior time and power consumption. For example, through the behavioral power consumption model, the behavior time of the user under the behavior type can be obtained according to the behavior type and behavior time The power consumption rate within the user may obtain the relationship between the power consumption rate of the user in the behavior type and the behavior time, and then the first power consumption of the user during the behavior can be predicted. The embodiment of the application does not specifically limit the behavioral power consumption model.

Step S302: According to the current power consumption information and the first power consumption, determine whether the terminal needs to be reminded to charge.

After predicting the user's first power consumption during the behavior, it is determined whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption. The embodiments of the present application do not impose restrictions on this.

On the basis of the foregoing embodiment, optionally, FIG. 5 is a schematic flowchart of a terminal charging reminder method provided by another embodiment of the present application. The method can be executed by a terminal charging reminder device, which can be implemented by software and/or hardware. For example, the device may be part or all of the above-mentioned terminal equipment. The terminal charging reminder method is described below with the terminal equipment as the executive body. As shown in Figure 5, the method is based on the behavior type, behavior time and behavior consumption. The electricity model, before predicting the user's first power consumption during the behavior, also includes:

Step S401: Acquire historical behavior data of the user, the historical behavior data includes the user's historical behavior information and the user's historical power consumption data in the historical behavior process, and the historical behavior information includes the historical behavior type and the historical behavior time.

The embodiment of the present application does not limit the specific method for obtaining the user's historical behavior data. The historical behavior data includes the user's historical behavior information and the user's historical power consumption data in the historical behavior process. The historical behavior information includes the historical behavior type and the historical behavior time. For example, the user's historical meeting data is obtained. The historical meeting data includes the meeting type and Meeting time, the meeting time may include the time of the meeting process, the start time and end time of the meeting, etc., as well as historical power consumption data during the meeting. The user’s historical behavior data may include multiple meetings, so multiple sets of historical meeting data of the user will be obtained. Each set of historical meeting data includes historical meeting type, historical meeting time, and historical power consumption during the historical meeting. data. The user's historical behavior data may also include multiple sets of historical travel data, multiple sets of historical shopping data, etc. The embodiment of the present application does not limit the specific content of the user's historical behavior data.

Step S402: Create at least one power consumption data set based on the historical behavior information and historical power consumption data, and the at least one power consumption data set is used to train the behavior power consumption model.

The power consumption data set is used to train the behavioral power consumption model. Each power consumption data set can include multiple sets of historical behavior data of users of the same type. For example, the meeting power consumption data set can include multiple sets of historical meeting data. The electricity data set can include multiple sets of historical travel data, and the shopping power consumption data set can include multiple sets of shopping data, etc. In addition, different power consumption data sets can be divided according to historical behavior information and historical power consumption data, for example, according to history Behavior type, historical behavior time, and the relationship with historical power consumption data, classify different behavior types, for example, in the process of shopping and meetings, the historical behavior type, historical behavior time, and historical consumption If the relationship between the electricity data is close, multiple sets of historical meeting data and multiple sets of historical shopping data can be used as one power consumption data set, etc. The embodiment of the present application does not limit the classification of the power consumption data set.

Step S403: Use at least one power consumption data set as a training set to train a behavioral power consumption model to construct a behavioral power consumption model.

Use at least one power consumption data set as a training set to train a behavioral power consumption model to construct a behavioral power consumption model. The embodiment of this application does not limit the way of training the behavioral power consumption model, and the specific form of the behavioral power consumption model is not limited. Make restrictions, as long as the behavioral power consumption model can express the relationship between the user's behavior type, behavior time, and power consumption.

In this solution, by constructing a behavioral power consumption model based on the user's historical behavior data, the personalization and intelligence of the terminal are improved.

In order to ensure the accuracy of the behavioral power consumption model, optionally, the terminal charging reminder method provided in this application also includes:

The embodiment of the application does not limit the way of obtaining the actual power consumption of the user during the behavior. According to the user’s behavior information and the user’s actual power consumption during the behavior, the behavior power consumption model is updated. There is no restriction on the specific method of updating the behavioral power consumption model. By continuously updating the behavioral power consumption model and optimizing the behavioral power consumption model, the accuracy of predicting the user's first power consumption is improved, thereby improving the reliability of the terminal.

The following describes the device embodiments of this application, and the device embodiments of this application can be used to implement the method embodiments of this application. For details not disclosed in the device embodiment of this application, please refer to the method embodiment of this application.

Fig. 6 is a schematic structural diagram of a terminal charging reminder device provided by an embodiment of the present application. The device can be implemented by software and/or hardware. For example, the device can be part or all of the above-mentioned terminal equipment, as shown in Fig. 6 As shown, the device in the embodiment of the present application may include:

The first obtaining module 51 is configured to obtain user behavior information and current power consumption information of the terminal.

Optionally, the first obtaining module is specifically configured to obtain the current power consumption information of the terminal at a preset time before the behavior start time.

The judgment module 52 is used for judging whether the terminal needs to be reminded to charge according to the current power consumption information and behavior information.

The prompt module 53 is configured to send a prompt message to the user if it is determined that the terminal needs to be reminded to charge, and the prompt information is used to remind the user to charge the terminal.

Optionally, FIG. 7 is a schematic structural diagram of a terminal charging reminder device provided by another embodiment of the present application. The device can be implemented by software and/or hardware. For example, the device can be part or all of the above-mentioned terminal equipment. As shown in FIG. 7, the device in the embodiment of the present application may further include:

The second acquisition module 54 is used to acquire the user's historical behavior data. The historical behavior data includes the user's historical behavior information and the user's historical power consumption data in the historical behavior process, and the historical behavior information includes the historical behavior type and the historical behavior time.

The creation module 55 is configured to create at least one power consumption data set based on historical behavior information and historical power consumption data, and the at least one power consumption data set is used to train a behavior power consumption model.

The training module 56 is configured to use at least one power consumption data set as a training set to train a behavior power consumption model to construct a behavior power consumption model.

Optionally, as shown in FIG. 7, the terminal charging reminder device provided in this application further includes:

The third obtaining module 57 is used to obtain the actual power consumption of the user during the behavior.

The update module 58 is used to update the behavioral power consumption model according to the user's behavior information and the user's actual power consumption during the behavior.

Optionally, FIG. 8 is a schematic structural diagram of a terminal charging reminder device according to another embodiment of the present application. The device can be implemented by software and/or hardware. For example, the device can be part or all of the above-mentioned terminal equipment. As shown in Fig. 8, the judgment module 52 includes:

The prediction sub-module 521 is used to predict the first power consumption of the user during the behavior according to the behavior type and behavior time.

The first judgment sub-module 522 is configured to judge whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption.

Optionally, the prediction sub-module 521 is specifically used for:

Optionally, FIG. 9 is a schematic structural diagram of a terminal charging reminder device according to another embodiment of the present application. The device can be implemented by software and/or hardware. For example, the device can be part or all of the above-mentioned terminal equipment. As shown in Fig. 9, the judgment module 52 includes:

The calculation sub-module 523 is configured to calculate the second power consumption of the terminal between the current time and the behavior start time according to the current power consumption rate and the time from the current time to the behavior start time.

The second judgment sub-module 524 is used to judge whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption and the first power consumption.

Optionally, the second judgment submodule 524 is specifically used for:

This application provides a terminal device. FIG. 10 is a schematic structural diagram of a terminal device provided by an embodiment of this application. As shown in FIG. 10, the terminal device provided by this application includes a processor 61, a memory 62, a transceiver 63, and a computer program. The processor may be the above-mentioned chip, the transceiver 63 implements the sending and receiving of communication data by the terminal device, the computer program is stored in the memory 62 and is configured to be executed by the processor 61, and the computer program includes the terminal charging For the instructions of the reminding method, please refer to the method embodiment for its content and effect.

Exemplarily, FIG. 11 is a schematic structural diagram of a terminal device provided by another embodiment of the present application. As shown in FIG. 11, the terminal device 100 may include a processor 110, an external memory interface 120, an internal memory 121, a universal serial bus (USB) interface 130, a charging management module 140, a power management module 141, and a battery 142 , Antenna 1, antenna 2, mobile communication module 150, wireless communication module 160, audio module 170, speaker 170A, receiver 170B, microphone 170C, earphone jack 170D, sensor 180, button 190, motor 191, indicator 192, camera 193, A display screen 194, and a subscriber identification module (SIM) card interface 195, etc. It can be understood that the structure illustrated in this embodiment does not constitute a specific limitation on the terminal device 100. In other embodiments of the present application, the terminal device 100 may include more or fewer components than shown, or combine certain components, or split certain components, or arrange different components. The illustrated components can be implemented by hardware, software, or a combination of software and hardware.

The processor 110 may include one or more processing units. For example, the processor 110 may include an application processor (AP), a modem processor, a graphics processing unit (GPU), and an image signal processor. (image signal processor, ISP), controller, video codec, digital signal processor (digital signal processor, DSP), baseband processor, and/or neural-network processing unit (NPU), etc. Among them, the different processing units may be independent devices or integrated in one or more processors. In some embodiments, the terminal device 100 may also include one or more processors 110. The controller may be the nerve center and command center of the terminal device 100. The controller can generate operation control signals according to the instruction operation code and timing signals to complete the control of fetching and executing instructions. A memory may also be provided in the processor 110 to store instructions and data. In some embodiments, the memory in the processor 110 is a cache memory. The memory can store instructions or data that have just been used or recycled by the processor 110. If the processor 110 needs to use the instruction or data again, it can be directly called from the memory. This avoids repeated accesses, reduces the waiting time of the processor 110, and improves the efficiency of the terminal device 100 system.

In some embodiments, the processor 110 may include one or more interfaces. The interface may include an integrated circuit (inter-integrated circuit, I2C) interface, an integrated circuit built-in audio (inter-integrated circuit sound, I2S) interface, a pulse code modulation (pulse code modulation, PCM) interface, and a universal asynchronous transmitter (universal asynchronous transmitter) interface. receiver/transmitter, UART) interface, mobile industry processor interface (MIPI), general-purpose input/output (GPIO) interface, subscriber identity module (SIM) interface, and / Or Universal Serial Bus (USB) interface, etc. Among them, the USB interface 130 is an interface that complies with the USB standard specification, and specifically may be a Mini USB interface, a Micro USB interface, a USB Type C interface, and so on. The USB interface 130 can be used to connect a charger to charge the terminal device 100, and can also be used to transfer data between the terminal device 100 and peripheral devices. It can also be used to connect headphones and play audio through the headphones.

It can be understood that the interface connection relationship between the modules illustrated in the embodiment of the present application is merely a schematic description, and does not constitute a structural limitation of the terminal device 100. In other embodiments of the present application, the terminal device 100 may also adopt different interface connection modes in the foregoing embodiments, or a combination of multiple interface connection modes.

The charging management module 140 is used to receive charging input from the charger. Among them, the charger can be a wireless charger or a wired charger. In some wired charging embodiments, the charging management module 140 may receive the charging input of the wired charger through the USB interface 130. In some wireless charging embodiments, the charging management module 140 may receive wireless charging input through the wireless charging coil of the terminal device 100. While the charging management module 140 charges the battery 142, it can also supply power to the terminal device 100 through the power management module 141.

The power management module 141 is used to connect the battery 142, the charging management module 140 and the processor 110. The power management module 141 receives input from the battery 142 and/or the charging management module 140, and supplies power to the processor 110, the internal memory 121, the display screen 194, the camera 193, and the wireless communication module 160. The power management module 141 can also be used to monitor parameters such as battery capacity, battery cycle times, and battery health status (leakage, impedance). In some other embodiments, the power management module 141 may also be provided in the processor 110. In other embodiments, the power management module 141 and the charging management module 140 may also be provided in the same device.

The wireless communication function of the terminal device 100 can be implemented by the antenna 1, the antenna 2, the mobile communication module 150, the wireless communication module 160, the modem processor, and the baseband processor. The antenna 1 and the antenna 2 are used to transmit and receive electromagnetic wave signals. Each antenna in the terminal device 100 can be used to cover a single or multiple communication frequency bands. Different antennas can also be reused to improve antenna utilization. For example, antenna 1 can be multiplexed as a diversity antenna of a wireless local area network. In other embodiments, the antenna can be used in combination with a tuning switch.

The mobile communication module 150 may provide a wireless communication solution including 2G/3G/4G/5G and the like applied to the terminal device 100. The mobile communication module 150 may include at least one filter, switch, power amplifier, low noise amplifier, etc. The mobile communication module 150 can receive electromagnetic waves by the antenna 1, and perform processing such as filtering, amplifying and transmitting the received electromagnetic waves to the modem processor for demodulation. The mobile communication module 150 can also amplify the signal modulated by the modem processor, and convert it into electromagnetic waves for radiation via the antenna 1. In some embodiments, at least part of the functional modules of the mobile communication module 150 may be provided in the processor 110. In some embodiments, at least part of the functional modules of the mobile communication module 150 and at least part of the modules of the processor 110 may be provided in the same device.

The modem processor may include a modulator and a demodulator. Among them, the modulator is used to modulate the low frequency baseband signal to be sent into a medium and high frequency signal. The demodulator is used to demodulate the received electromagnetic wave signal into a low-frequency baseband signal. Then the demodulator transmits the demodulated low-frequency baseband signal to the baseband processor for processing. The low-frequency baseband signal is processed by the baseband processor and then passed to the application processor. The application processor outputs a sound signal through an audio device (not limited to the speaker 170A, the receiver 170B, etc.), or displays an image or video through the display screen 194. In some embodiments, the modem processor may be an independent device. In other embodiments, the modem processor may be independent of the processor 110 and be provided in the same device as the mobile communication module 150 or other functional modules.

The wireless communication module 160 can provide applications on the terminal device 100, including wireless local area networks (wireless local area networks, WLAN), Bluetooth, global navigation satellite system (GNSS), frequency modulation (FM), NFC, Infrared technology (infrared, IR) and other wireless communication solutions. The wireless communication module 160 may be one or more devices integrating at least one communication processing module. The wireless communication module 160 receives electromagnetic waves via the antenna 2, frequency modulates and filters the electromagnetic wave signals, and sends the processed signals to the processor 110. The wireless communication module 160 can also receive the signal to be sent from the processor 110, perform frequency modulation, amplify it, and convert it into electromagnetic wave radiation via the antenna 2.

In some embodiments, the antenna 1 of the terminal device 100 is coupled with the mobile communication module 150, and the antenna 2 is coupled with the wireless communication module 160, so that the terminal device 100 can communicate with the network and other devices through wireless communication technology. The wireless communication technology may include GSM, GPRS, CDMA, WCDMA, TD-SCDMA, LTE, GNSS, WLAN, NFC, FM, and/or IR technology. The aforementioned GNSS may include global positioning system (GPS), global navigation satellite system (GLONASS), Beidou navigation satellite system (BDS), quasi-zenith satellite system (quasi- Zenith satellite system, QZSS) and/or satellite-based augmentation systems (SBAS).

The terminal device 100 can implement a display function through a GPU, a display screen 194, and an application processor. The GPU is a microprocessor for image processing, connected to the display 194 and the application processor. The GPU is used to perform mathematical and geometric calculations for graphics rendering. The processor 110 may include one or more GPUs, which execute instructions to generate or change display information.

The display screen 194 is used to display images, videos, etc. The display screen 194 includes a display panel. The display panel can adopt liquid crystal display (LCD), organic light-emitting diode (OLED), active-matrix organic light-emitting diode or active-matrix organic light-emitting diode (active-matrix organic light-emitting diode). AMOLED, flexible light-emitting diode (FLED), Miniled, MicroLed, Micro-oLed, quantum dot light-emitting diode (QLED), etc. In some embodiments, the terminal device 100 may include one or N display screens 194, and N is a positive integer greater than one.

The terminal device 100 may implement a shooting function through an ISP, one or more cameras 193, a video codec, a GPU, one or more display screens 194, and an application processor.

NPU is a neural-network (NN) computing processor. By drawing on the structure of biological neural networks, for example, the transfer mode between human brain neurons, it can quickly process input information and can continuously learn by itself. The NPU can realize applications such as intelligent cognition of the terminal device 100, such as image recognition, face recognition, voice recognition, text understanding, and so on.

The external memory interface 120 may be used to connect an external memory card, such as a Micro SD card, to expand the storage capacity of the terminal device 100. The external memory card communicates with the processor 110 through the external memory interface 120 to realize the data storage function. For example, save music, photos, videos and other data files in an external memory card.

The internal memory 121 may be used to store one or more computer programs, and the one or more computer programs include instructions. The processor 110 can run the above-mentioned instructions stored in the internal memory 121 to enable the terminal device 100 to execute the terminal charging reminder method, various functional applications and data processing provided in some embodiments of the present application. The internal memory 121 may include a storage program area and a storage data area. Among them, the storage program area can store the operating system; the storage program area can also store one or more application programs (such as a gallery, contacts, etc.) and so on. The data storage area can store data (such as photos, contacts, etc.) created during the use of the terminal device 100. In addition, the internal memory 121 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, a flash memory device, a universal flash storage (UFS), etc. In some embodiments, the processor 110 may execute instructions stored in the internal memory 121 and/or instructions stored in a memory provided in the processor 110 to cause the terminal device 100 to execute the instructions provided in the embodiments of the present application. Terminal charging reminder method, as well as various functional applications and data processing.

The terminal device 100 can implement audio functions through the audio module 170, the speaker 170A, the receiver 170B, the microphone 170C, the earphone interface 170D, and the application processor. For example, music playback, recording, etc. Among them, the audio module 170 is used to convert digital audio information into an analog audio signal for output, and also used to convert an analog audio input into a digital audio signal. The audio module 170 can also be used to encode and decode audio signals. In some embodiments, the audio module 170 may be provided in the processor 110, or part of the functional modules of the audio module 170 may be provided in the processor 110. The speaker 170A, also called a "speaker", is used to convert audio electrical signals into sound signals. The terminal device 100 can listen to music through the speaker 170A, or listen to a hands-free call. The receiver 170B, also called "earpiece", is used to convert audio electrical signals into sound signals. When the terminal device 100 answers a call or voice message, it can receive the voice by bringing the receiver 170B close to the human ear. The microphone 170C, also called "microphone", "microphone", is used to convert sound signals into electrical signals. When making a call or sending a voice message, the user can approach the microphone 170C through the mouth to make a sound, and input the sound signal to the microphone 170C. The terminal device 100 may be provided with at least one microphone 170C. In other embodiments, the terminal device 100 may be provided with two microphones 170C, which can implement noise reduction functions in addition to collecting sound signals. In other embodiments, the terminal device 100 may also be provided with three, four or more microphones 170C to collect sound signals, reduce noise, identify sound sources, and realize directional recording functions. The earphone interface 170D is used to connect wired earphones. The earphone interface 170D can be a USB interface 130, or a 3.5mm open mobile terminal platform (OMTP) standard interface, or it can be the cellular telecommunications industry association of the USA (CTIA) Standard interface.

The sensor 180 may include a pressure sensor 180A, a gyroscope sensor 180B, an air pressure sensor 180C, a magnetic sensor 180D, an acceleration sensor 180E, a distance sensor 180F, a proximity light sensor 180G, a fingerprint sensor 180H, a temperature sensor 180J, a touch sensor 180K, and an ambient light sensor 180L , Bone conduction sensor 180M and so on.

Among them, the pressure sensor 180A is used to sense pressure signals, and can convert the pressure signals into electrical signals. In some embodiments, the pressure sensor 180A may be provided on the display screen 194. There are many types of pressure sensors 180A, such as resistive pressure sensors, inductive pressure sensors, capacitive pressure sensors and so on. The capacitive pressure sensor may include at least two parallel plates with conductive material. When a force is applied to the pressure sensor 180A, the capacitance between the electrodes changes. The terminal device 100 determines the intensity of the pressure according to the change in capacitance. When a touch operation acts on the display screen 194, the terminal device 100 detects the intensity of the touch operation according to the pressure sensor 180A. The terminal device 100 may also calculate the touched position according to the detection signal of the pressure sensor 180A. In some embodiments, touch operations that act on the same touch location but have different touch operation strengths may correspond to different operation instructions. For example: when a touch operation whose intensity of the touch operation is less than the first pressure threshold is applied to the short message application icon, an instruction to view the short message is executed. When a touch operation with a touch operation intensity greater than or equal to the first pressure threshold acts on the short message application icon, an instruction to create a new short message is executed.

The gyro sensor 180B may be used to determine the movement posture of the terminal device 100. In some embodiments, the angular velocity of the terminal device 100 around three axes (ie, x, y, and z axes) can be determined by the gyro sensor 180B. The gyro sensor 180B can be used for image stabilization. Exemplarily, when the shutter is pressed, the gyroscope sensor 180B detects the shake angle of the terminal device 100, calculates the distance that the lens module needs to compensate according to the angle, and allows the lens to counteract the shake of the terminal device 100 through a reverse movement to achieve anti-shake. The gyro sensor 180B can also be used for navigation, somatosensory game scenes and so on.

The acceleration sensor 180E can detect the magnitude of the acceleration of the terminal device 100 in various directions (generally three-axis). When the terminal device 100 is stationary, the magnitude and direction of gravity can be detected. It can also be used to identify the posture of the terminal device, and is used in applications such as horizontal and vertical screen switching, and pedometer.

Distance sensor 180F, used to measure distance. The terminal device 100 can measure the distance by infrared or laser. In some embodiments, when shooting a scene, the terminal device 100 may use the distance sensor 180F to measure the distance to achieve fast focusing.

The proximity light sensor 180G may include, for example, a light emitting diode (LED) and a light detector such as a photodiode. The light emitting diode may be an infrared light emitting diode. The terminal device 100 emits infrared light to the outside through the light emitting diode. The terminal device 100 uses a photodiode to detect infrared reflected light from nearby objects. When sufficient reflected light is detected, it can be determined that there is an object near the terminal device 100. When insufficient reflected light is detected, the terminal device 100 can determine that there is no object near the terminal device 100. The terminal device 100 can use the proximity light sensor 180G to detect that the user holds the terminal device 100 close to the ear to talk, so as to automatically turn off the screen to save power. The proximity light sensor 180G can also be used in leather case mode, and the pocket mode will automatically unlock and lock the screen.

The ambient light sensor 180L is used to sense the brightness of the ambient light. The terminal device 100 can adaptively adjust the brightness of the display screen 194 according to the perceived brightness of the ambient light. The ambient light sensor 180L can also be used to automatically adjust the white balance when taking pictures. The ambient light sensor 180L can also cooperate with the proximity light sensor 180G to detect whether the terminal device 100 is in a pocket to prevent accidental touch.

The fingerprint sensor 180H (also called a fingerprint reader) is used to collect fingerprints. The terminal device 100 can use the collected fingerprint characteristics to realize fingerprint unlocking, access application locks, fingerprint photographs, fingerprint answering calls, etc. In addition, other descriptions of the fingerprint sensor can be found in the international patent application PCT/CN2017/082773 entitled "Method and Terminal Equipment for Processing Notification", the entire content of which is incorporated in this application by reference.

The touch sensor 180K can also be called a touch panel or a touch-sensitive surface. The touch sensor 180K may be disposed on the display screen 194, and the touch screen is composed of the touch sensor 180K and the display screen 194, which is also called a touch screen. The touch sensor 180K is used to detect touch operations acting on or near it. The touch sensor can pass the detected touch operation to the application processor to determine the type of touch event. The visual output related to the touch operation can be provided through the display screen 194. In other embodiments, the touch sensor 180K may also be disposed on the surface of the terminal device 100, which is different from the position of the display screen 194.

The bone conduction sensor 180M can acquire vibration signals. In some embodiments, the bone conduction sensor 180M can obtain the vibration signal of the vibrating bone mass of the human voice. The bone conduction sensor 180M can also contact the human pulse and receive the blood pressure pulse signal. In some embodiments, the bone conduction sensor 180M may also be provided in the earphone, combined with the bone conduction earphone. The audio module 170 can parse the voice signal based on the vibration signal of the vibrating bone block of the voice obtained by the bone conduction sensor 180M, and realize the voice function. The application processor may analyze the heart rate information based on the blood pressure beat signal obtained by the bone conduction sensor 180M, and realize the heart rate detection function.

The button 190 includes a power button, a volume button, and so on. The button 190 may be a mechanical button or a touch button. The terminal device 100 may receive key input, and generate key signal input related to user settings and function control of the terminal device 100.

The SIM card interface 195 is used to connect to the SIM card. The SIM card can be inserted into the SIM card interface 195 or pulled out from the SIM card interface 195 to achieve contact and separation with the terminal device 100. The terminal device 100 may support 1 or N SIM card interfaces, and N is a positive integer greater than 1. The SIM card interface 195 can support Nano SIM cards, Micro SIM cards, SIM cards, etc. The same SIM card interface 195 can insert multiple cards at the same time. The types of the multiple cards can be the same or different. The SIM card interface 195 can also be compatible with different types of SIM cards. The SIM card interface 195 may also be compatible with external memory cards. The terminal device 100 interacts with the network through the SIM card to realize functions such as call and data communication. In some embodiments, the terminal device 100 uses an eSIM, that is, an embedded SIM card. The eSIM card can be embedded in the terminal device 100 and cannot be separated from the terminal device 100.

In addition, the embodiments of the present application also provide a computer-readable storage medium. The computer-readable storage medium stores computer-executable instructions. When at least one processor of the user equipment executes the computer-executable instructions, the user equipment executes the aforementioned various possibilities. Methods.

Among them, the computer-readable medium includes a computer storage medium and a communication medium, and the communication medium includes any medium that facilitates the transfer of a computer program from one place to another. The storage medium may be any available medium that can be accessed by a general-purpose or special-purpose computer. An exemplary storage medium is coupled to the processor, so that the processor can read information from the storage medium and can write information to the storage medium. Of course, the storage medium may also be an integral part of the processor. The processor and the storage medium may be located in the ASIC. In addition, the ASIC may be located in the user equipment. Of course, the processor and the storage medium may also exist as discrete components in the communication device.

A person of ordinary skill in the art can understand that all or part of the steps in the foregoing method embodiments can be implemented by a program instructing relevant hardware. The aforementioned program can be stored in a computer readable storage medium. When the program is executed, the steps including the foregoing method embodiments are executed; and the foregoing storage medium includes: ROM, RAM, magnetic disk, or optical disk and other media that can store program codes.

Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the application, not to limit them; although the application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand: It is still possible to modify the technical solutions described in the foregoing embodiments, or equivalently replace some or all of the technical features; these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the embodiments of the application range.

Claims

A terminal charging reminding method, characterized in that it includes:

Obtain user behavior information and current power consumption information of the terminal;

Judging whether the terminal needs to be reminded to charge according to the current power consumption information and the behavior information;

If it is determined that the terminal needs to be reminded to charge, a prompt message is sent to the user, and the prompt information is used to remind the user to charge the terminal.
The method according to claim 1, wherein:

The behavior information includes behavior type and behavior time, the behavior time includes the behavior start time and the behavior end time, or the behavior time includes the behavior start time and the duration of the behavior process;

The current power consumption information includes: current remaining power and current power consumption speed.
The method according to claim 2, wherein obtaining the current power consumption information of the terminal comprises:

The current power consumption information of the terminal is acquired at a preset time before the start time of the behavior.
The method according to claim 2 or 3, wherein determining whether the terminal needs to be reminded to charge according to the current power consumption information and the behavior information comprises:

According to the behavior type and the behavior time, predict the first power consumption of the user during the behavior;

According to the current power consumption information and the first power consumption, it is determined whether the terminal needs to be reminded to charge.
The method according to claim 4, wherein, according to the behavior type and the behavior time, predicting the user's first power consumption during the behavior process comprises:

According to the behavior type, the behavior time, and the behavior power consumption model, the first power consumption of the user in the behavior process is predicted, and the behavior power consumption model is used to represent the behavior type, behavior time, and power consumption of the user. The relationship between power.
The method according to claim 5, characterized in that, before predicting the user's first power consumption during the behavior according to the behavior type, the behavior time, and the behavior power consumption model, the method further comprises:

Acquiring historical behavior data of the user, the historical behavior data including the historical behavior information of the user and the historical power consumption data of the user in the historical behavior process, the historical behavior information including the historical behavior type and the historical behavior time;

Creating at least one power consumption data set according to the historical behavior information and the historical power consumption data, where the at least one power consumption data set is used to train the behavior power consumption model;

The at least one power consumption data set is used as a training set, and the behavioral power consumption model is trained to construct the behavioral power consumption model.
The method according to claim 6, further comprising:

Acquiring the actual power consumption of the user during the behavior;

The behavioral power consumption model is updated according to the behavior information of the user and the actual power consumption of the user in the behavior process.
The method according to claim 4, wherein the determining whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption comprises:

Calculating the second power consumption of the terminal between the current time and the start time of the behavior according to the current power consumption rate and the time from the current time to the start time of the behavior;

According to the current remaining power, the second power consumption and the first power consumption, determine whether the terminal needs to be reminded to charge.
The method according to claim 8, wherein determining whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption, and the first power consumption comprises:

According to the current remaining power, the second power consumption, and the first power consumption, calculating the predicted remaining power of the user at the end of the behavior process;

If the predicted remaining power is less than a preset threshold, it is determined that the terminal needs to be reminded to charge.
The method according to claim 8, wherein determining whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption, and the first power consumption comprises:

Comparing the current remaining power with the sum of the second power consumption and the first power consumption;

If the current remaining power is less than the sum of the second power consumption and the first power consumption, it is determined that the terminal needs to be reminded to charge.
The method according to claim 9, wherein, according to the current remaining power, the second power consumption, and the first power consumption, calculating the predicted remaining power of the user at the end of the behavior process comprises:

Calculating the sum of the second power consumption and the first power consumption to obtain the third power consumption;

The difference between the current remaining power and the third power consumption is calculated to obtain the predicted remaining power of the user at the end of the behavior process.
A terminal charging reminder device, characterized in that it comprises:

The first acquisition module is used to acquire user behavior information and current power consumption information of the terminal;

A judging module, configured to judge whether the terminal needs to be reminded to charge according to the current power consumption information and the behavior information;

The prompt module is configured to send prompt information to the user if it is determined that the terminal needs to be reminded to charge, and the prompt information is used to remind the user to charge the terminal.
The device according to claim 12, wherein:

The behavior information includes behavior type and behavior time, the behavior time includes the behavior start time and the behavior end time, or the behavior time includes the behavior start time and the duration of the behavior process;

The current power consumption information includes: current remaining power and current power consumption speed.
The device according to claim 13, wherein the first obtaining module is specifically configured to:

The current power consumption information of the terminal is acquired at a preset time before the start time of the behavior.
The device according to claim 13 or 14, wherein the judgment module comprises:

The prediction sub-module is used to predict the first power consumption of the user during the behavior according to the behavior type and the behavior time;

The first judgment submodule is configured to judge whether the terminal needs to be reminded to charge according to the current power consumption information and the first power consumption.
The apparatus according to claim 15, wherein the prediction submodule is specifically configured to:

According to the behavior type, the behavior time, and the behavior power consumption model, the first power consumption of the user in the behavior process is predicted, and the behavior power consumption model is used to represent the behavior type, behavior time, and power consumption of the user. The relationship between power.
The device according to claim 16, further comprising:

The second acquisition module is used to acquire historical behavior data of the user, the historical behavior data including the historical behavior information of the user and the historical power consumption data of the user in the historical behavior process, the historical behavior information including the historical behavior Type and historical behavior time;

A creation module, configured to create at least one power consumption data set according to the historical behavior information and the historical power consumption data, and the at least one power consumption data set is used to train the behavior power consumption model;

The training module is configured to use the at least one power consumption data set as a training set to train the behavioral power consumption model to construct the behavioral power consumption model.
The device according to claim 17, further comprising:

The third obtaining module is configured to obtain the actual power consumption of the user during the behavior;

The update module is configured to update the behavioral power consumption model according to the behavior information of the user and the actual power consumption of the user during the behavior.
The device according to claim 15, wherein the judgment module comprises:

The calculation sub-module is configured to calculate the second power consumption of the terminal between the current time and the start time of the behavior according to the current power consumption rate and the time from the current time to the start time of the behavior;

The second judgment sub-module is configured to judge whether the terminal needs to be reminded to charge according to the current remaining power, the second power consumption and the first power consumption.
The device according to claim 19, wherein the judging submodule is specifically configured to:

According to the current remaining power, the second power consumption, and the first power consumption, calculating the predicted remaining power of the user at the end of the behavior process;

If the predicted remaining power is less than a preset threshold, it is determined that the terminal needs to be reminded to charge.
The device according to claim 19, wherein the judging submodule is specifically configured to:

Comparing the current remaining power with the sum of the second power consumption and the first power consumption;

If the current remaining power is less than the sum of the second power consumption and the first power consumption, it is determined that the terminal needs to be reminded to charge.
The device according to claim 20, wherein the judging submodule is specifically configured to:

Calculating the sum of the second power consumption and the first power consumption to obtain the third power consumption;

The difference between the current remaining power and the third power consumption is calculated to obtain the predicted remaining power of the user at the end of the behavior process.
A terminal, characterized in that it comprises:

processor;

Memory; and

Computer program;

The computer program is stored in the memory and is configured to be executed by the processor, and the computer program includes a method for executing the terminal charging reminder method according to any one of claims 1 to 11.
A computer-readable storage medium, wherein the computer-readable storage medium stores a computer program that enables a server to execute the terminal charging reminder method according to any one of claims 1 to 11.