CN106933323B - Method and device for optimizing power consumption of application program and electronic equipment - Google Patents
Method and device for optimizing power consumption of application program and electronic equipment Download PDFInfo
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- CN106933323B CN106933323B CN201511018744.7A CN201511018744A CN106933323B CN 106933323 B CN106933323 B CN 106933323B CN 201511018744 A CN201511018744 A CN 201511018744A CN 106933323 B CN106933323 B CN 106933323B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/26—Power supply means, e.g. regulation thereof
- G06F1/32—Means for saving power
- G06F1/3203—Power management, i.e. event-based initiation of a power-saving mode
- G06F1/3206—Monitoring of events, devices or parameters that trigger a change in power modality
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/26—Power supply means, e.g. regulation thereof
- G06F1/32—Means for saving power
- G06F1/3203—Power management, i.e. event-based initiation of a power-saving mode
- G06F1/3234—Power saving characterised by the action undertaken
Abstract
The embodiment of the invention discloses a method and a device for optimizing power consumption of an application program and electronic equipment. The method comprises the following steps: receiving screen locking period information of each screen locking period, and classifying according to user information to obtain user screen locking period information; calculating power consumption speed and average power consumption speed according to the information of the user screen locking period, acquiring the difference power consumption speed with the largest difference value with the average power consumption speed, and extracting the optimized screen locking period corresponding to the difference power consumption speed; extracting a first application program set and a second application program set which are mapped during the screen locking optimization period and the previous screen locking period from the application program set information; deleting the application programs which are the same as the second application program set in the first application program set to obtain a third application program set; and counting the application programs in the third application program set of each user, acquiring the application programs with the count values exceeding the counting threshold value, and prompting the user to perform power consumption optimization processing. By applying the invention, the power consumption optimization efficiency of the electronic equipment can be improved.
Description
Technical Field
The present invention relates to computer power saving technologies, and in particular, to a method and an apparatus for optimizing power consumption of an application program, and an electronic device.
Background
With the development of computer communication and internet technology, electronic devices are more and more commonly used, for example, smart mobile phones, personal digital assistants, palm computers and desktop computers are more and more widely used, and various Application programs (APPs) installed in the electronic devices are more and more used for meeting the requirements of users on service diversity. However, since each application program runs and consumes a large amount of power of the electronic device, the power consumption of the electronic device is greatly increased and the endurance time is shortened as the number of application programs installed in the electronic device increases.
In order to effectively increase the endurance time of the electronic device, one possible method is to effectively reduce unnecessary applications running in the electronic device, for example, during the screen locking period of the electronic device, some applications running with high power consumption may cause large power consumption fluctuation of the electronic device, and the unnecessary applications running in the background with high power consumption need to be subjected to a packet stop process to save the power consumption thereof. However, in practical applications, a user does not know which application programs running in the background are unnecessary running application programs and have high power consumption, so that the package stopping processing can be performed, or the unnecessary running application programs selected according to experience are not the application programs which have high power consumption and can be subjected to the package stopping processing, so that the unnecessary running application programs with high power consumption do not perform the package stopping processing, and therefore, the power consumption optimization efficiency of the electronic device is not high, and the cruising ability of the electronic device is low.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method and an apparatus for optimizing power consumption of an application, and an electronic device, so as to improve power consumption optimization efficiency of the electronic device.
In order to achieve the above purpose, the embodiment of the invention adopts the following technical scheme:
in a first aspect, an embodiment of the present invention provides a method for optimizing power consumption of an application, including:
receiving screen locking period information of each screen locking period reported by electronic equipment according to a preset time period, wherein the screen locking period information comprises user information, power consumption information and running application program set information, and classifying according to the user information contained in the screen locking period information to obtain the user screen locking period information;
calculating the power consumption speed during the user screen locking period and the average power consumption speed during the user screen locking period according to the information of the user screen locking period, acquiring the difference power consumption speed with the largest difference with the average power consumption speed during the user screen locking period from the power consumption speeds during the user screen locking period, and extracting the optimized screen locking period corresponding to the difference power consumption speed;
extracting first application program set information mapped during the optimized screen locking period and second application program set information mapped during the previous screen locking period during the optimized screen locking period from the running application program set information;
deleting the application program information which is the same as the second application program set information from the first application program set information to obtain third application program set information;
and counting the application programs in the third application program set information of each user, acquiring the application programs of which the count values exceed a preset count threshold value, and prompting the user to perform power consumption optimization processing.
Optionally, the difference power consumption speed with the largest difference from the average power consumption speed during the screen locking period of the user is obtained by using the following formula:
in the formula (I), the compound is shown in the specification,
delta is the difference power consumption speed, namely the power consumption speed in the user screen locking period with the maximum difference with the average power consumption speed in the user screen locking period;
Δithe difference value of the power consumption speed of the user in the screen locking period in the ith screen locking period and the average power consumption speed of the user in the screen locking period is obtained;
n is the number of screen locking periods contained in a preset time period.
Optionally, after obtaining the difference power consumption speed with the largest difference from the average power consumption speed during the screen locking period of the user, before extracting the optimized screen locking period corresponding to the difference power consumption speed, the method further includes:
if the difference power consumption speed is smaller than a preset difference threshold value, ending the process; and if the difference power consumption speed is not less than a preset difference threshold value, executing the step of extracting the optimized screen locking period corresponding to the difference power consumption speed.
Optionally, the obtaining the application program with the count value exceeding the preset count threshold value prompts the user to perform power consumption optimization processing, including:
inquiring a mapping relation between a preset application program list and a power consumption optimization processing strategy to obtain an obtained power consumption optimization processing strategy mapped by the application program;
and issuing the acquired application programs and the mapped power consumption optimization processing strategies to the user according to the sequence of the counting values from large to small so that the user executes corresponding operation according to the information received and displayed on the screen.
Optionally, the executing the corresponding operation according to the information received and displayed on the screen includes:
judging whether the obtained application program needs to be operated to call system permission or not;
if the system authority does not need to be called, performing power consumption optimization processing operation on the acquired application program;
if the system authority needs to be called, calling a pre-installed intermediate plug-in with a system authority authorization function, and acquiring the system authority authorization function through the intermediate plug-in so as to perform power consumption optimization processing operation on the acquired application program.
Optionally, the performing power consumption optimization processing operation on the obtained application program includes:
displaying the power consumption optimization processing strategies respectively mapped by the acquired application programs so as to prompt a user to perform power consumption optimization processing;
and receiving the power consumption optimization processing strategy selected by the user according to the display, and operating the corresponding application program according to the received power consumption optimization processing strategy.
Optionally, the power consumption optimization processing policy includes: killing the process operation corresponding to the application program, forcibly stopping the application program operation, prohibiting the application program from automatically starting the operation, prohibiting the application program from executing the network connection operation, and executing the uninstalling operation on the application program, or any combination thereof.
Optionally, after acquiring the application program whose count value exceeds the preset count threshold, the method further includes:
in the optimized screen locking period, the electronic equipment which sets the screen locking only runs an application program of which the counting value exceeds a preset counting threshold value in the background to obtain the power consumption in the optimized screen locking period;
and calculating a comparison power consumption speed according to the power consumption during the optimized screen locking period, and determining whether the application program with the count value exceeding a preset count threshold consumes abnormal power or not according to the comparison power consumption speed and the power consumption speed during the user screen locking period.
Optionally, the time period includes one or more screen locking periods, and each screen locking period corresponds to one piece of screen locking period information.
Optionally, the screen locking period is greater than a preset first screen locking time threshold and less than a second screen locking time threshold.
In a second aspect, an embodiment of the present invention provides an apparatus for optimizing power consumption of an application, including: an information classification module, a difference value calculation module, an extraction module, a union module and an optimization processing module, wherein,
the information classification module is used for receiving screen locking period information of each screen locking period reported by the electronic equipment according to a preset time period, wherein the screen locking period information comprises user information, power consumption information and running application program set information, and classifying according to the user information contained in the screen locking period information to obtain the user screen locking period information;
the difference value calculating module is used for calculating the power consumption speed during the screen locking period of the user and the average power consumption speed during the screen locking period of the user according to the information during the screen locking period of the user, acquiring the difference value power consumption speed with the largest difference value with the average power consumption speed during the screen locking period of the user from the power consumption speed during the screen locking period of the user, and extracting the optimized screen locking period corresponding to the difference value power consumption speed;
the extraction module is used for extracting first application program set information mapped in the optimized screen locking period and second application program set information mapped in the previous screen locking period in the optimized screen locking period from the running application program set information;
the union module is used for deleting the application program information which is the same as the second application program set information from the first application program set information to obtain third application program set information;
and the optimization processing module is used for counting the application programs in the third application program set information of each user, acquiring the application programs with the counting values exceeding the preset counting threshold value, and prompting the user to perform power consumption optimization processing.
Optionally, the difference power consumption speed with the largest difference from the average power consumption speed during the screen locking period of the user is obtained by using the following formula:
in the formula (I), the compound is shown in the specification,
delta is the difference power consumption speed, namely the power consumption speed in the user screen locking period with the maximum difference with the average power consumption speed in the user screen locking period;
Δithe difference value of the power consumption speed of the user in the screen locking period in the ith screen locking period and the average power consumption speed of the user in the screen locking period is obtained;
n is the number of screen locking periods contained in a preset time period.
Optionally, the difference calculating module includes: a power consumption speed calculating unit during the user screen locking period, an average power consumption speed calculating unit during the user screen locking period, a difference power consumption speed calculating unit, a difference judging unit and an optimized screen locking period extracting unit, wherein,
the power consumption speed calculating unit is used for calculating the power consumption speed of the user during the screen locking period according to the information of the user during the screen locking period;
the average power consumption speed calculating unit is used for calculating the average power consumption speed of the user during the screen locking period according to the power consumption speed of the user during the screen locking period in the time period;
the difference power consumption speed calculation unit is used for acquiring the difference power consumption speed with the largest difference with the average power consumption speed during the screen locking period of the user from the power consumption speeds during the screen locking period of the user;
a difference value judging unit, if the difference value power consumption speed is less than a preset difference value threshold value, ending the process; if the difference power consumption speed is not less than a preset difference threshold value, informing an extraction unit during the optimized screen locking period;
and the optimized screen locking period extraction unit is used for extracting the optimized screen locking period corresponding to the difference power consumption speed.
Optionally, the optimization processing module includes: a counting unit, a query unit and an optimization processing unit, wherein,
the counting unit is used for counting the application programs in the third application program set information of each user;
the query unit is used for querying a mapping relation between a preset application program list and the power consumption optimization processing strategy to obtain the power consumption optimization processing strategy mapped by the obtained application program;
and the optimization processing unit is used for issuing the acquired application programs and the mapped power consumption optimization processing strategies to the user according to the sequence of the counting values from large to small so that the user executes corresponding operation according to the information received and displayed on the screen.
Optionally, the executing the corresponding operation according to the information received and displayed on the screen includes:
judging whether the obtained application program needs to be operated to call system permission or not;
if the system authority does not need to be called, performing power consumption optimization processing operation on the acquired application program;
if the system authority needs to be called, calling a pre-installed intermediate plug-in with a system authority authorization function, and acquiring the system authority authorization function through the intermediate plug-in so as to perform power consumption optimization processing operation on the acquired application program.
Optionally, the performing power consumption optimization processing operation on the obtained application program includes:
displaying the power consumption optimization processing strategies respectively mapped by the acquired application programs so as to prompt a user to perform power consumption optimization processing;
and receiving the power consumption optimization processing strategy selected by the user according to the display, and operating the corresponding application program according to the received power consumption optimization processing strategy.
Optionally, the power consumption optimization processing policy includes: killing the process operation corresponding to the application program, forcibly stopping the application program operation, prohibiting the application program from automatically starting the operation, prohibiting the application program from executing the network connection operation, and executing the uninstalling operation on the application program, or any combination thereof.
Optionally, the apparatus further comprises: a reset module and a power consumption comparison module, wherein,
the resetting module is used for only running an application program with a counting value exceeding a preset counting threshold value in the background by the electronic equipment with the screen locking set in the optimized screen locking period to obtain the power consumption in the optimized screen locking period;
and the power consumption comparison module is used for calculating a comparison power consumption speed according to the power consumption during the optimized screen locking period, and determining whether the application program with the count value exceeding a preset count threshold consumes abnormal power or not according to the comparison power consumption speed and the power consumption speed during the user screen locking period.
Optionally, the time period includes one or more screen locking periods, and each screen locking period corresponds to one piece of screen locking period information.
Optionally, the screen locking period is greater than a preset first screen locking time threshold and less than a second screen locking time threshold.
In a third aspect, an embodiment of the present invention provides an electronic device, where the electronic device includes: the device comprises a shell, a processor, a memory, a circuit board and a power circuit, wherein the circuit board is arranged in a space enclosed by the shell, and the processor and the memory are arranged on the circuit board; a power supply circuit for supplying power to each circuit or device of the electronic apparatus; the memory is used for storing executable program codes; the processor executes the program corresponding to the executable program code by reading the executable program code stored in the memory, and is used for executing any one of the methods for optimizing the power consumption of the application program.
According to the method, the device and the electronic equipment for optimizing the power consumption of the application program, the power consumption speed of a user during multiple continuous screen locking periods is counted, and the power consumption speed during the screen locking periods is drawn according to the screen locking time sequence; calculating the difference value between the power consumption speed of each user during the screen locking period and the average power consumption speed of each user during the screen locking period, extracting the screen locking period corresponding to the power consumption speed of the user during the screen locking period with the largest difference value, respectively extracting the application program sets running during the screen locking period and the previous screen locking period according to the corresponding screen locking period, and extracting the complement set of the application program sets during the screen locking period in the previous screen locking period; the application programs in the compensation set are counted, the application program with the highest frequency or the application program with the frequency exceeding the frequency threshold is found out for optimization, power consumption optimization efficiency of the electronic equipment can be effectively improved, and cruising ability of the electronic equipment is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a flowchart illustrating a method for optimizing power consumption of an application according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of an apparatus for optimizing power consumption of an application according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of a difference calculation module according to an embodiment of the present invention;
FIG. 4 is a schematic structural diagram of an optimization processing module according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of an embodiment of an electronic device according to the present invention.
Detailed Description
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
It should be understood that the described embodiments are only some embodiments of the invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Fig. 1 is a flowchart illustrating a method for optimizing power consumption of an application according to an embodiment of the present invention. Referring to fig. 1, the method includes:
in this step, the preset time period may be set according to actual needs, for example, may be set to 1 week, or 10 days, or 5 days, and the like, which is not limited in this embodiment of the present invention.
In the embodiment of the invention, the reason causing the fluctuation of the power consumption speed during the screen locking period is evaluated by analyzing the change of the power consumption speed of a user during the screen locking period and the application program running during the screen locking period, so that the application program causing the fluctuation can be effectively and correspondingly processed.
In the embodiment of the present invention, each preset time period may include one or more screen locking periods, each screen locking period corresponds to one screen locking period information, and the time lengths included in each screen locking period may be the same or different, which is specifically determined according to a situation where a user uses the electronic device.
As another optional embodiment, when the method of the embodiment of the present invention needs to be performed, the server sends the set time period and the starting time point information to each electronic device, requests the electronic device to report the screen locking period information including the user information, the power consumption information, and the running application set information in units of time periods, and after receiving the time periods and the starting time point information sent by the server, the electronic device starts to record and acquire the screen locking period information during the screen locking period.
In the embodiment of the invention, if the user frequently executes screen locking and the screen locking period is short, the acquired information during the screen locking period may have greater randomness; or, if the screen locking time is too long, the high power consumed by the application program causing the power consumption fluctuation is weakened due to too long time, and the power fluctuation of the electronic device cannot be represented. Therefore, as an optional embodiment, the screen locking period corresponding to the screen locking period information is greater than a preset first screen locking time threshold and less than a second screen locking time threshold. The first and second lock screen time thresholds may be set according to actual needs, for example, may be set to 1 hour and 4 hours, respectively.
In the embodiment of the present invention, the power consumption information refers to power consumption of the electronic device during the screen locking period, and the running application set information refers to each application running in a background of the electronic device during the screen locking period. Regarding obtaining the power consumption information and the running application set information, it is a well-known technology, for example, a first remaining power of the electronic device at a starting time point during the screen locking period and a second remaining power at an ending time point during the screen locking period can be obtained by calling the operating system power consumption log information, and the power consumption during the screen locking period is calculated according to the first remaining power and the second remaining power, and the detailed description is omitted here.
In the embodiment of the invention, because the configuration of each user (electronic equipment) is different, in order to avoid the influence of the different configuration on the subsequent analysis, the information in the screen locking period carries user information, such as a user name, a media access control address and the like, the server classifies the received information in the screen locking period according to the user information, each user corresponds to the information in the screen locking period of the user, and the information in the screen locking period of the user comprises the information in the screen locking period of each screen locking period of the user in a preset time period, so that the information in the screen locking period is classified and stored, and the subsequent analysis and the subsequent processing are facilitated.
in this step, the power consumption speed during the screen locking period of the user is a ratio of the power consumption included in the power consumption information to the duration of the screen locking period, and the average power consumption speed during the screen locking period of the user is an average value of the power consumption speeds during the screen locking period of the user in a preset time period.
As an optional embodiment, the power consumption speed during the screen locking period of the user may be calculated by using a numerical method, or the power consumption speed during the screen locking period of the user may be calculated by using a graph coordinate axis method, that is, on a coordinate axis, a horizontal axis is labeled according to a time sequence of the screen locking period, and a vertical axis is labeled with the corresponding power consumption during the screen locking period, so as to form a power consumption speed curve.
In the embodiment of the present invention, the difference power consumption speed with the largest difference from the average power consumption speed during the user screen locking period may be obtained by using the following formula:
in the formula (I), the compound is shown in the specification,
delta is the difference power consumption speed, namely the power consumption speed in the user screen locking period with the maximum difference with the average power consumption speed in the user screen locking period;
Δithe difference value of the power consumption speed of the user in the screen locking period in the ith screen locking period and the average power consumption speed of the user in the screen locking period is obtained;
n is the number of screen locking periods contained in a preset time period.
In the embodiment of the invention, the screen locking period corresponding to delta is an optimized screen locking period.
In the embodiment of the present invention, if the power consumption speed during the screen locking period of each user is not much different from the average power consumption speed during the screen locking period of the user, it indicates that the power consumption fluctuation of the electronic device is not obvious during the screen locking period, and there is no application program causing the power consumption fluctuation, so as to be another optional embodiment, after the obtaining of the difference power consumption speed with the largest difference from the average power consumption speed during the screen locking period of the user, before extracting the optimized screen locking period corresponding to the difference power consumption speed, the method further includes:
if the difference power consumption speed is smaller than a preset difference threshold value, ending the process; and if the difference power consumption speed is not less than a preset difference threshold value, executing the step of extracting the optimized screen locking period corresponding to the difference power consumption speed.
In this step, if the difference power consumption speed is less than the preset difference threshold, the process is ended, and the next preset time period is entered.
in this step, the information of the screen locking period of the user includes information of one or more running application sets, and each running application set corresponds to one screen locking period. In consideration of the fact that in the same electronic device, a high-power-consumption application program causing power consumption fluctuation does not run in the background for a long time, therefore, if a power consumption speed with the largest difference value with the average power consumption speed in the screen locking period of the user occurs in the current screen locking period, the possibility that the power consumption speed in the screen locking period of the user is normal is high in the screen locking period of the user. Therefore, in the embodiment of the present invention, the information of the first application set mapped during the optimized screen-locking period is compared with the information of the second application set mapped during the previous screen-locking period during the optimized screen-locking period, so as to obtain the application program causing the power consumption fluctuation, and then the obtained application program is analyzed, so as to determine the main application program causing the power consumption fluctuation.
in this step, in the first application set information, application program information common to the first application set information and the second application set information is filtered out to obtain third application set information, where information corresponds to the third application set information during each user screen locking period, that is, each user corresponds to the third application set information.
And step 15, counting the application programs in the third application program set information of each user, acquiring the application programs of which the count values exceed a preset count threshold value, and prompting the user to perform power consumption optimization processing.
In this step, information of each user during the screen locking period corresponds to a piece of third application set information, the times of occurrence of each application program in each piece of third application set information are counted, and if the times of occurrence of a certain application program in each piece of counted third application set information are more, it is indicated that the higher the probability of power consumption fluctuation mainly caused by the operation of the application program is.
In the embodiment of the present invention, as an optional embodiment, the count threshold may be set according to actual needs, for example, may be set to a specific value, or may be set to take the count with the highest count value. If the number of the application programs of which the counting value exceeds the preset counting threshold value is multiple, the application programs can be arranged according to the sequence of the counting value from large to small.
In the embodiment of the present invention, as an optional embodiment, acquiring an application program whose count value exceeds a preset count threshold, and prompting a user to perform power consumption optimization processing includes:
inquiring a mapping relation between a preset application program list and a power consumption optimization processing strategy to obtain an obtained power consumption optimization processing strategy mapped by the application program;
and issuing the acquired application programs and the mapped power consumption optimization processing strategies to the user according to the sequence of the counting values from large to small so that the user executes corresponding operation according to the information received and displayed on the screen.
In the embodiment of the present invention, as an optional embodiment, the application list, the power consumption optimization processing policy, and the corresponding mapping relationship may be set by the network side server according to optimization analysis. An application may map one or more power consumption optimization processing policies.
In the embodiment of the present invention, as an optional embodiment, executing corresponding operations according to information received and displayed on a screen includes:
judging whether the obtained application program needs to be operated to call system permission or not;
if the system authority does not need to be called, performing power consumption optimization processing operation on the acquired application program;
if the system authority needs to be called, calling a pre-installed intermediate plug-in with a system authority authorization function, and acquiring the system authority authorization function through the intermediate plug-in so as to perform power consumption optimization processing operation on the acquired application program.
In this embodiment of the present invention, as an optional embodiment, the power consumption optimization processing policy includes: killing the process operation corresponding to the application program, forcibly stopping the application program operation, prohibiting the application program from automatically starting the operation, prohibiting the application program from executing the network connection operation, and executing the uninstalling operation on the application program, or any combination thereof.
In this embodiment of the present invention, as an optional embodiment, performing power consumption optimization processing operation on the obtained application program includes:
displaying the power consumption optimization processing strategies respectively mapped by the acquired application programs so as to prompt a user to perform power consumption optimization processing;
and receiving the power consumption optimization processing strategy selected by the user according to the display, and operating the corresponding application program according to the received power consumption optimization processing strategy.
As still another alternative embodiment, the performing power consumption optimization processing operation on the application program includes:
and the operating system of the electronic equipment automatically operates the corresponding acquired application program according to the acquired power consumption optimization processing strategy.
In this embodiment of the present invention, as another optional embodiment, after acquiring an application program whose count value exceeds a preset count threshold, the method may further include:
in the optimized screen locking period, the electronic equipment which sets the screen locking only runs an application program of which the counting value exceeds a preset counting threshold value in the background to obtain the power consumption in the optimized screen locking period;
and calculating a comparison power consumption speed according to the power consumption during the optimized screen locking period, and determining whether the application program with the count value exceeding a preset count threshold consumes abnormal power or not according to the comparison power consumption speed and the power consumption speed during the user screen locking period.
In this step, the power consumption speed during the user screen locking period is the power consumption speed during the user screen locking period corresponding to the optimized screen locking period calculated in step 12. If the difference between the comparison power consumption speed and the power consumption speed of the user during the screen locking period does not exceed a preset power consumption speed difference threshold, the application program with the counting value exceeding the preset counting threshold is a main application program causing power consumption fluctuation of the electronic equipment during the screen locking period.
In the embodiment of the invention, the power consumption speed (curve) during the screen locking period is drawn according to the screen locking time sequence by counting the power consumption speed of a user during the multiple continuous screen locking periods; calculating the difference value between the power consumption speed of each user during the screen locking period and the average power consumption speed of each user during the screen locking period, extracting the screen locking period corresponding to the power consumption speed of the user during the screen locking period with the largest difference value, respectively extracting the application program sets running during the screen locking period and the previous screen locking period according to the corresponding screen locking period, and extracting the complement set of the application program sets during the screen locking period in the previous screen locking period; the application programs in the compensation set are counted, the application program with the highest occurrence frequency or the application program with the occurrence frequency exceeding the frequency threshold is found, and therefore the application program which can really cause power consumption speed fluctuation in the screen locking period is found, namely the application program which has adverse effect on power consumption after the stop packet is dug out, optimization processing is carried out, the power saving rule of the stop packet can be optimized, power consumption optimization efficiency of the electronic equipment is effectively improved, and endurance of the electronic equipment is improved.
FIG. 2 is a schematic structural diagram of an apparatus for optimizing power consumption of an application according to an embodiment of the present invention. Referring to fig. 2, the apparatus includes: an information classification module 21, a difference value calculation module 22, an extraction module 23, a union module 24, and an optimization processing module 25, wherein,
the information classification module 21 is configured to receive, according to a preset time period, screen locking period information of each screen locking period reported by the electronic device, where the screen locking period information includes user information, power consumption information, and running application set information, and classify the screen locking period information according to the user information included in the screen locking period information to obtain user screen locking period information;
in the embodiment of the present invention, as an optional embodiment, the time period includes one or more screen locking periods, each screen locking period corresponds to one screen locking period information, and the time lengths included in each screen locking period may be the same or different.
As an alternative embodiment, the screen locking period is greater than a preset first screen locking time threshold and less than a second screen locking time threshold.
The difference value calculating module 22 is configured to calculate, according to the user screen locking period information, a power consumption speed during the user screen locking period and an average power consumption speed during the user screen locking period, obtain, from the power consumption speeds during the user screen locking period, a difference value power consumption speed with a largest difference value with the average power consumption speed during the user screen locking period, and extract an optimized screen locking period corresponding to the difference value power consumption speed;
in the embodiment of the present invention, the power consumption information refers to power consumption of the electronic device during the screen locking period, the running application set information refers to applications that have run in a background of the electronic device during the screen locking period, and each user has running application set information during each screen locking period.
As an alternative embodiment, the differential power consumption rate may be calculated using the following equation:
in the formula (I), the compound is shown in the specification,
delta is the difference power consumption speed, namely the power consumption speed in the user screen locking period with the maximum difference with the average power consumption speed in the user screen locking period;
Δithe difference value of the power consumption speed of the user in the screen locking period in the ith screen locking period and the average power consumption speed of the user in the screen locking period is obtained;
n is the number of screen locking periods contained in a preset time period.
The power consumption speed during the screen locking period of the user is the ratio of the power consumption contained in the power consumption information to the duration of the screen locking period, and the average power consumption speed during the screen locking period of the user is the average value of the power consumption speeds during the screen locking period of the user in a preset time period.
As an alternative embodiment, fig. 3 is a schematic structural diagram of a difference calculation module according to an embodiment of the present invention. Referring to fig. 3, the difference calculation module includes: a user lock screen period power consumption speed calculation unit 31, a user lock screen period average power consumption speed calculation unit 32, a difference power consumption speed calculation unit 33, and an optimized lock screen period extraction unit 34, wherein,
a power consumption speed calculating unit 31 during the user screen locking period, configured to calculate a power consumption speed during the user screen locking period according to the information during the user screen locking period;
the average power consumption speed calculating unit 32 is configured to calculate an average power consumption speed during the user screen locking period according to the power consumption speed during the user screen locking period in the time period;
a difference power consumption speed calculation unit 33, configured to obtain, from the power consumption speeds during the user screen lock period, a difference power consumption speed with a largest difference from the average power consumption speed during the user screen lock period;
and an optimized screen locking period extracting unit 34, configured to extract an optimized screen locking period corresponding to the difference power consumption speed.
In this embodiment of the present invention, as an optional embodiment, the difference calculating module further includes:
a difference value judging unit 35, if the difference value power consumption speed is less than a preset difference value threshold, ending the process; and if the difference power consumption speed is not less than the preset difference threshold, informing an extraction unit during the optimized screen locking period.
An extracting module 23, configured to extract, from the running application set information, first application set information mapped during the optimized screen-locking period and second application set information mapped during a previous screen-locking period of the optimized screen-locking period;
the union module 24 is configured to delete the application information that is the same as the second application set information from the first application set information to obtain third application set information;
in the embodiment of the invention, in the first application program set information, the application program information shared by the first application program set information and the second application program set information is filtered.
And the optimization processing module 25 is configured to count the application programs in the third application program set information of each user, acquire an application program of which the count value exceeds a preset count threshold, and prompt the user to perform power consumption optimization processing.
In this embodiment of the present invention, as an optional embodiment, fig. 4 is a schematic structural diagram of an optimization processing module according to the embodiment of the present invention. Referring to fig. 4, the optimization processing module includes: a counting unit 41, a look-up unit 42, and an optimization processing unit 43, wherein,
a counting unit 41 for counting the applications in the third application set information of each user;
the query unit 42 is configured to query a mapping relationship between a preset application program list and a power consumption optimization processing policy to obtain an obtained power consumption optimization processing policy mapped by an application program;
and the optimization processing unit 43 is configured to issue the obtained application program and the mapped power consumption optimization processing policy to the user in the order from the largest count value to the smallest count value, so that the user performs corresponding operations according to the information received and displayed on the screen.
In this embodiment of the present invention, as an optional embodiment, the executing corresponding operations according to the information received and displayed on the screen includes:
judging whether the obtained application program needs to be operated to call system permission or not;
if the system authority does not need to be called, performing power consumption optimization processing operation on the acquired application program;
if the system authority needs to be called, calling a pre-installed intermediate plug-in with a system authority authorization function, and acquiring the system authority authorization function through the intermediate plug-in so as to perform power consumption optimization processing operation on the acquired application program.
In this embodiment of the present invention, as an optional embodiment, the performing power consumption optimization processing operation on the obtained application program includes:
displaying the power consumption optimization processing strategies respectively mapped by the acquired application programs so as to prompt a user to perform power consumption optimization processing;
and receiving the power consumption optimization processing strategy selected by the user according to the display, and operating the corresponding application program according to the received power consumption optimization processing strategy.
As still another alternative embodiment, the performing power consumption optimization processing operation on the application program includes:
and the operating system of the electronic equipment automatically operates the corresponding acquired application program according to the acquired power consumption optimization processing strategy.
In this embodiment of the present invention, as an optional embodiment, the power consumption optimization processing policy includes: killing the process operation corresponding to the application program, forcibly stopping the application program operation, prohibiting the application program from automatically starting the operation, prohibiting the application program from executing the network connection operation, and executing the uninstalling operation on the application program, or any combination thereof.
As another alternative embodiment, the apparatus may further include: a reset module 26 and a power consumption comparison module 27, wherein,
the resetting module 26 is configured to, in the optimized screen locking period, only run the application program whose count value exceeds a preset count threshold in the background by the electronic device that sets the screen locking, and obtain the power consumption in the optimized screen locking period;
and the power consumption comparison module 27 is configured to calculate a comparison power consumption speed according to the power consumption amount during the optimized screen locking period, and determine whether the application program with the count value exceeding a preset count threshold consumes abnormal power or not according to the comparison power consumption speed and the power consumption speed during the user screen locking period.
The embodiment of the invention also provides electronic equipment, and the electronic equipment comprises the device in any one of the embodiments.
Fig. 5 is a schematic structural diagram of an embodiment of an electronic device of the present invention, which can implement the processes of the embodiments shown in fig. 1 to 4 of the present invention, and as shown in fig. 5, the electronic device may include: the device comprises a shell 51, a processor 52, a memory 53, a circuit board 54 and a power circuit 55, wherein the circuit board 54 is arranged inside a space enclosed by the shell 51, and the processor 52 and the memory 53 are arranged on the circuit board 54; a power supply circuit 55 for supplying power to each circuit or device of the electronic apparatus; the memory 53 is used to store executable program code; the processor 52 executes a program corresponding to the executable program code by reading the executable program code stored in the memory 53, so as to execute the method for optimizing power consumption of the application program according to any of the foregoing embodiments.
The specific execution process of the above steps by the processor 52 and the steps further executed by the processor 52 by running the executable program code may refer to the description of the embodiment shown in fig. 1 to 4 of the present invention, and are not described herein again.
The electronic device exists in a variety of forms, including but not limited to:
(1) a mobile communication device: such devices are characterized by mobile communications capabilities and are primarily targeted at providing voice, data communications. Such terminals include: smart phones (e.g., iphones), multimedia phones, functional phones, and low-end phones, among others.
(2) Ultra mobile personal computer device: the equipment belongs to the category of personal computers, has calculation and processing functions and generally has the characteristic of mobile internet access. Such terminals include: PDA, MID, and UMPC devices, etc., such as ipads.
(3) A portable entertainment device: such devices can display and play multimedia content. This type of device comprises: audio, video players (e.g., ipods), handheld game consoles, electronic books, and smart toys and portable car navigation devices.
(4) A server: the device for providing the computing service comprises a processor, a hard disk, a memory, a system bus and the like, and the server is similar to a general computer architecture, but has higher requirements on processing capacity, stability, reliability, safety, expandability, manageability and the like because of the need of providing high-reliability service.
(5) And other electronic equipment with data interaction function.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), or the like.
The above description is only for the specific embodiment of the present invention, but the scope of the present invention is not limited thereto, and any changes or substitutions that can be easily conceived by those skilled in the art within the technical scope of the present invention are included in the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A method for optimizing power consumption of an application, the method comprising:
receiving screen locking period information of each screen locking period reported by electronic equipment according to a preset time period, wherein the screen locking period information comprises user information, power consumption information and running application program set information, and classifying according to the user information contained in the screen locking period information to obtain the user screen locking period information;
calculating the power consumption speed during the user screen locking period and the average power consumption speed during the user screen locking period according to the information of the user screen locking period, acquiring the power consumption speed with the largest difference with the average power consumption speed during the user screen locking period from the power consumption speeds during the user screen locking period as a difference power consumption speed, and extracting the optimized screen locking period corresponding to the difference power consumption speed;
extracting first application program set information mapped during the optimized screen locking period and second application program set information mapped during the previous screen locking period during the optimized screen locking period from the running application program set information;
deleting the application program information which is the same as the second application program set information from the first application program set information to obtain third application program set information;
and counting the application programs in the third application program set information of each user, acquiring the application programs of which the count values exceed a preset count threshold value, and prompting the user to perform power consumption optimization processing.
2. The method of claim 1, wherein the differential power consumption rate with the largest difference from the average power consumption rate during the user lock screen period is obtained by the following formula:
in the formula (I), the compound is shown in the specification,
delta is the difference power consumption speed, namely the power consumption speed in the user screen locking period with the maximum difference with the average power consumption speed in the user screen locking period;
Δithe difference value of the power consumption speed of the user in the screen locking period in the ith screen locking period and the average power consumption speed of the user in the screen locking period is obtained;
n is the number of screen locking periods contained in a preset time period.
3. The method of claim 1, wherein after obtaining the differential power consumption rate having the largest difference from the average power consumption rate during the user screen-locking period, before extracting the optimized screen-locking period corresponding to the differential power consumption rate, the method further comprises:
if the difference power consumption speed is smaller than a preset difference threshold value, ending the process; and if the difference power consumption speed is not less than a preset difference threshold value, executing the step of extracting the optimized screen locking period corresponding to the difference power consumption speed.
4. The method according to claim 1, wherein the obtaining of the application program with the count value exceeding the preset count threshold value prompts the user to perform power consumption optimization processing comprises:
inquiring a mapping relation between a preset application program list and a power consumption optimization processing strategy to obtain an obtained power consumption optimization processing strategy mapped by the application program;
and issuing the acquired application programs and the mapped power consumption optimization processing strategies to the user according to the sequence of the counting values from large to small so that the user executes corresponding operation according to the information received and displayed on the screen.
5. The method of claim 4, wherein performing the corresponding operation according to the information received and displayed on the screen comprises:
judging whether the obtained application program needs to be operated to call system permission or not;
if the system authority does not need to be called, performing power consumption optimization processing operation on the acquired application program;
if the system authority needs to be called, calling a pre-installed intermediate plug-in with a system authority authorization function, and acquiring the system authority authorization function through the intermediate plug-in so as to perform power consumption optimization processing operation on the acquired application program.
6. The method of claim 5, wherein performing power consumption optimization processing operations on the obtained application program comprises:
displaying the power consumption optimization processing strategies respectively mapped by the acquired application programs so as to prompt a user to perform power consumption optimization processing;
and receiving the power consumption optimization processing strategy selected by the user according to the display, and operating the corresponding application program according to the received power consumption optimization processing strategy.
7. The method of claim 4, wherein the power consumption optimization processing strategy comprises: killing the process operation corresponding to the application program, forcibly stopping the application program operation, prohibiting the application program from automatically starting the operation, prohibiting the application program from executing the network connection operation, and executing the uninstalling operation on the application program, or any combination thereof.
8. The method of claim 1, wherein after the obtaining the application program with the count value exceeding the preset count threshold, the method further comprises:
in the optimized screen locking period, the electronic equipment which sets the screen locking only runs an application program of which the counting value exceeds a preset counting threshold value in the background to obtain the power consumption in the optimized screen locking period;
and calculating a comparison power consumption speed according to the power consumption during the optimized screen locking period, and determining whether the application program with the count value exceeding a preset count threshold consumes abnormal power or not according to the comparison power consumption speed and the power consumption speed during the user screen locking period.
9. An apparatus for optimizing power consumption of an application, the apparatus comprising: an information classification module, a difference value calculation module, an extraction module, a union module and an optimization processing module, wherein,
the information classification module is used for receiving screen locking period information of each screen locking period reported by the electronic equipment according to a preset time period, wherein the screen locking period information comprises user information, power consumption information and running application program set information, and classifying according to the user information contained in the screen locking period information to obtain the user screen locking period information;
the difference value calculating module is used for calculating the power consumption speed during the screen locking period of the user and the average power consumption speed during the screen locking period of the user according to the information during the screen locking period of the user, acquiring the power consumption speed with the largest difference value with the average power consumption speed during the screen locking period of the user as the difference value power consumption speed, and extracting the optimized screen locking period corresponding to the difference value power consumption speed;
the extraction module is used for extracting first application program set information mapped in the optimized screen locking period and second application program set information mapped in the previous screen locking period in the optimized screen locking period from the running application program set information;
the union module is used for deleting the application program information which is the same as the second application program set information from the first application program set information to obtain third application program set information;
and the optimization processing module is used for counting the application programs in the third application program set information of each user, acquiring the application programs with the counting values exceeding the preset counting threshold value, and prompting the user to perform power consumption optimization processing.
10. An electronic device, characterized in that the electronic device comprises: the device comprises a shell, a processor, a memory, a circuit board and a power circuit, wherein the circuit board is arranged in a space enclosed by the shell, and the processor and the memory are arranged on the circuit board; a power supply circuit for supplying power to each circuit or device of the electronic apparatus; the memory is used for storing executable program codes; the processor executes a program corresponding to the executable program code by reading the executable program code stored in the memory, and is used for executing the method for optimizing the power consumption of the application program according to any one of the preceding claims 1 to 8.
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| CN109388220B (en) * | 2018-10-09 | 2020-11-03 | 维沃移动通信有限公司 | Power supply management method and mobile terminal |
| CN116822340A (en) * | 2023-06-12 | 2023-09-29 | 中科软件测评(广州)有限公司 | Terminal electric quantity optimization method based on software energy consumption |
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