CN108694106A - A kind of power consumption of terminal performance monitoring method, device and control platform - Google Patents
A kind of power consumption of terminal performance monitoring method, device and control platform Download PDFInfo
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- CN108694106A CN108694106A CN201710224144.9A CN201710224144A CN108694106A CN 108694106 A CN108694106 A CN 108694106A CN 201710224144 A CN201710224144 A CN 201710224144A CN 108694106 A CN108694106 A CN 108694106A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3058—Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
- G06F11/3062—Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations where the monitored property is the power consumption
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
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Abstract
The present invention provides a kind of power consumption of terminal performance monitoring method, device and control platforms, wherein power consumption of terminal performance monitoring method includes:By being fitted the cell voltage change curve of multiple terminals to be monitored, standard cell voltage change curve is obtained;The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains the whether normal monitoring result of power consumption of the terminal to be monitored.This programme obtains standard cell voltage change curve, the power consumption performance of terminal to be monitored is monitored according to standard cell voltage change curve, obtain the whether normal monitoring result of power consumption of terminal to be monitored by the cell voltage change curve of the multiple terminals to be monitored of fitting;It can be based on big data remote evaluation power consumption of terminal performance and investigate abnormal terminals, magnanimity terminal can not be directed to well in the prior art by, which solving the problems, such as, carries out automatically and efficiently power consumption performance monitoring and detect the terminal of abnormal performance in advance.
Description
Technical field
The present invention relates to field of communication technology, it is flat to particularly relate to a kind of power consumption of terminal performance monitoring method, device and management and control
Platform.
Background technology
With the growth of global Internet of Things application market scale, internet-of-things terminal is increasingly becoming industry focus of attention,
In, how to meet 10 years continuation of the journey durations is one of the emphasis of internet-of-things terminal area research.
Major part internet-of-things terminal uses battery powered, such as intellectual water meter, intelligent gas meter at present.Due to battery capacity
It is limited, to ensure that for a long time effectively work, terminal need to keep low power consumption characteristic.For the test judgement of power consumption of terminal performance,
It needs to obtain quantitative value by professional equipments such as galvanometer, false batteries.But most of internet-of-things terminal be usually deployed environment compared with
To be severe, and it is big to dispose quantity, and it is almost not enforceable to carry out power consumption performance detection to terminal using this method.
In view of the affiliated ambient temperature and humidity condition of internet-of-things terminal is more special, while service life is long, is easy because of ring
The reasons such as the severe, device failure in border lead to power consumption abnormal performance.In existing realization, terminal is usually in the close alarm of battery voltage value
It sends a warning message to control platform when line, control platform thinks that its battery capacity will exhaust after receiving warning information, arranges
Personnel's changes terminal battery.
The shortcomings that prior art, is:
(1) it cannot assess and whether monitor terminal power consumption performance is normal.In existing scheme, control platform is only in end cell
Receive warning information when electricity is low, warning information is eliminated after replacing battery, can not position individually due to device failure, set
Standby aging, bad environments lead to the terminal device of abnormal performance, may caused by consequence can not find abnormal performance in advance
Terminal device, abnormal terminals are still in network operation, the problems such as this is bound to cause loss of data, corresponding function failure.It is more serious, it is right
Terminal Type is monitored in dangerous material, if terminal itself is not monitored whether to work normally in real time, in terminal itself
When ging wrong, managing and control system just loses the monitoring capability to dangerous material, leads to dangerous generation.
(2) how to set alarm line and lack unified foundation, there are different types of Terminal Alert line be arranged it is different
Phenomenon.
It carries out automatically and efficiently power consumption performance monitoring from the foregoing, it will be observed that existing scheme can not be directed to magnanimity terminal and shifts to an earlier date
Detect the terminal of abnormal performance.
Invention content
The purpose of the present invention is to provide a kind of power consumption of terminal performance monitoring method, device and control platforms, solve existing
Magnanimity terminal can not be directed in technology to carry out automatically and efficiently power consumption performance monitoring and detect the terminal of abnormal performance in advance
The problem of.
In order to solve the above-mentioned technical problem, the embodiment of the present invention provides a kind of power consumption of terminal performance monitoring method, is applied to
Control platform, including:
By being fitted the cell voltage change curve of multiple terminals to be monitored, standard cell voltage change curve is obtained;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains described waiting supervising
Survey the whether normal monitoring result of power consumption of terminal.
Optionally, the cell voltage change curve by being fitted multiple terminals to be monitored, obtains standard cell voltage
The step of change curve includes:
According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is sorted out;
By being fitted the cell voltage change curve of same category of multiple terminals to be monitored, the to be monitored of the category is obtained
The standard cell voltage change curve of terminal;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains described
The power consumption of terminal to be monitored whether normal monitoring result the step of include:
The power consumption performance that the terminal to be monitored of corresponding classification is monitored according to the standard cell voltage change curve, obtains institute
State the whether normal monitoring result of power consumption of terminal to be monitored.
Optionally, the parameter value of the local environment includes ambient temperature value and/or environmental wet angle value.
Optionally, the cell voltage change curve by being fitted multiple terminals to be monitored, obtains standard cell voltage
The step of change curve includes:
Receive the information of voltage or the voltage letter for carrying out carrying when transmitting uplink data that multiple terminals to be monitored individually report
Breath;
The cell voltage change curve of each terminal to be monitored is obtained according to the information of voltage;
The cell voltage change curve of multiple terminals to be monitored is fitted, standard cell voltage change curve is obtained.
Optionally, the power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve,
Obtain the terminal to be monitored power consumption whether normal monitoring result the step of include:
The cell voltage delta data of the terminal to be monitored is related to the standard cell voltage change curve progress
Property fitting;
According to fitting result, the whether normal monitoring result of power consumption of the terminal to be monitored is obtained.
Optionally, the cell voltage change curve described by being fitted multiple terminals to be monitored obtains normal cell electricity
After pressing change curve, the power consumption of terminal performance monitoring method further includes:
According to the current battery level value of the standard cell voltage change curve and the terminal to be monitored, obtain described
The remaining operating time of terminal to be monitored.
Optionally, after the whether normal monitoring result of the power consumption for obtaining the terminal to be monitored, the terminal
Power consumption performance monitoring method further includes:
When the monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
The embodiment of the present invention additionally provides a kind of power consumption of terminal performance monitoring device, is applied to control platform, including:
First processing module obtains standard electric for the cell voltage change curve by being fitted multiple terminals to be monitored
Cell voltage change curve;
Monitoring modular, the power consumption for monitoring the terminal to be monitored according to the standard cell voltage change curve
Can, obtain the whether normal monitoring result of power consumption of the terminal to be monitored.
Optionally, the first processing module includes:
Sort out submodule, for according to the parameter value of the terminal local environment to be monitored, by the terminal to be monitored into
Row is sorted out;
First processing submodule, it is bent for the cell voltage variation by being fitted same category of multiple terminals to be monitored
Line obtains the standard cell voltage change curve of the terminal to be monitored of the category;
The monitoring modular includes:
Submodule is monitored, is used to monitor the terminal to be monitored for corresponding to classification according to the standard cell voltage change curve
Power consumption performance obtains the whether normal monitoring result of power consumption of the terminal to be monitored.
Optionally, the parameter value of the local environment includes ambient temperature value and/or environmental wet angle value.
Optionally, the first processing module includes:
Receiving submodule, for receiving the information of voltage or carry out transmitting uplink data that multiple terminals to be monitored individually report
When the information of voltage that carries;
Second processing submodule, the cell voltage for obtaining each terminal to be monitored according to the information of voltage change bent
Line;
Third handles submodule, is fitted, is marked for the cell voltage change curve to multiple terminals to be monitored
Quasi- cell voltage change curve.
Optionally, the monitoring modular includes:
It is fitted submodule, for becoming the cell voltage delta data of the terminal to be monitored and the standard cell voltage
Change curve and carries out correlation fitting;
Fourth process submodule, for according to fitting result, whether the power consumption for obtaining the terminal to be monitored normally to supervise
Survey result.
Optionally, the power consumption of terminal performance monitoring device further includes:
Second processing module, for being become by being fitted the cell voltage of multiple terminals to be monitored in the first processing module
Change curve, after obtaining standard cell voltage change curve, according to the standard cell voltage change curve and described to be monitored
The current battery level value of terminal obtains the remaining operating time of the terminal to be monitored.
Optionally, the power consumption of terminal performance monitoring device further includes:
Execution module, the whether normal monitoring result of power consumption for obtaining the terminal to be monitored in the monitoring modular
Later, when the monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
The embodiment of the present invention additionally provides a kind of control platform, including:
Processor obtains standard cell voltage for the cell voltage change curve by being fitted multiple terminals to be monitored
Change curve;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains described waiting supervising
Survey the whether normal monitoring result of power consumption of terminal.
Optionally, the processor is specifically used for:
According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is sorted out;
By being fitted the cell voltage change curve of same category of multiple terminals to be monitored, the to be monitored of the category is obtained
The standard cell voltage change curve of terminal;
The power consumption performance that the terminal to be monitored of corresponding classification is monitored according to the standard cell voltage change curve, obtains institute
State the whether normal monitoring result of power consumption of terminal to be monitored.
Optionally, the parameter value of the local environment includes ambient temperature value and/or environmental wet angle value.
Optionally, the processor is specifically used for:
Receive the information of voltage or the voltage letter for carrying out carrying when transmitting uplink data that multiple terminals to be monitored individually report
Breath;
The cell voltage change curve of each terminal to be monitored is obtained according to the information of voltage;
The cell voltage change curve of multiple terminals to be monitored is fitted, standard cell voltage change curve is obtained.
Optionally, the processor is specifically used for:
The cell voltage delta data of the terminal to be monitored is related to the standard cell voltage change curve progress
Property fitting;
According to fitting result, the whether normal monitoring result of power consumption of the terminal to be monitored is obtained.
Optionally, the processor is additionally operable to:
In the cell voltage change curve by being fitted multiple terminals to be monitored, it is bent to obtain standard cell voltage variation
After line, according to the current battery level value of the standard cell voltage change curve and the terminal to be monitored, obtain described
The remaining operating time of terminal to be monitored.
Optionally, the processor is additionally operable to:
After the whether normal monitoring result of the power consumption for obtaining the terminal to be monitored, refer in the monitoring result
When showing the power consumption exception of the terminal to be monitored, alarm operation is executed.
The above-mentioned technical proposal of the present invention has the beneficial effect that:
In said program, the power consumption of terminal performance monitoring method is become by being fitted the cell voltage of multiple terminals to be monitored
Change curve, obtains standard cell voltage change curve, the power consumption of terminal to be monitored is monitored according to standard cell voltage change curve
Performance obtains the whether normal monitoring result of power consumption of terminal to be monitored;It can be based on big data remote evaluation power consumption of terminal
Abnormal terminals can and be investigated, magnanimity terminal can not be directed to well in the prior art by, which solving, carries out automatically and efficiently power consumption
The problem of capable of monitoring and detecting the terminal of abnormal performance in advance.
Description of the drawings
Fig. 1 is the power consumption of terminal performance monitoring method flow diagram of the embodiment of the present invention one;
Fig. 2 is that the power consumption of terminal performance monitoring method of the embodiment of the present invention realizes configuration diagram;
Fig. 3 is the schematic diagram that the cell voltage of the embodiment of the present invention changes over time;
Fig. 4 is that the terminal individual battery voltage curve of the embodiment of the present invention improves process schematic one;
Fig. 5 is that the terminal individual battery voltage curve of the embodiment of the present invention improves process schematic two;
Fig. 6 is the complete terminal individual battery voltage change curve schematic diagram of the embodiment of the present invention;
Fig. 7 is the standard cell voltage change curve schematic diagram of the embodiment of the present invention;
Fig. 8 is the control platform structural schematic diagram one of the embodiment of the present invention;
Fig. 9 is the power consumption of terminal performance monitoring device structural schematic diagram of the embodiment of the present invention two;
Figure 10 is the control platform structural schematic diagram two of the embodiment of the present invention three.
Specific implementation mode
To keep the technical problem to be solved in the present invention, technical solution and advantage clearer, below in conjunction with attached drawing and tool
Body embodiment is described in detail.
The present invention in view of the prior art in can not be directed to magnanimity terminal and carry out automatically and efficiently that power consumption performance monitoring is simultaneously
The problem of detecting the terminal of abnormal performance in advance provides a variety of solutions, specific as follows:
Embodiment one
As shown in Figure 1, the embodiment of the present invention one provides a kind of power consumption of terminal performance monitoring method, it is flat to can be applied to management and control
Platform, the power consumption of terminal performance monitoring method include:
Step 11:By being fitted the cell voltage change curve of multiple terminals to be monitored, standard cell voltage variation is obtained
Curve;
Step 12:The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve, obtains
The whether normal monitoring result of power consumption of the terminal to be monitored.
It can be appreciated that being assessed the power consumption performance of terminal to be monitored.
The electricity that the power consumption of terminal performance monitoring method provided in an embodiment of the present invention passes through the multiple terminals to be monitored of fitting
Cell voltage change curve obtains standard cell voltage change curve, and end to be monitored is monitored according to standard cell voltage change curve
The power consumption performance at end obtains the whether normal monitoring result of power consumption of terminal to be monitored;It is whole can be based on big data remote evaluation
End power consumption performance simultaneously investigates abnormal terminals, and solving well in the prior art can not be automatic effective for the progress of magnanimity terminal
Ground power consumption performance monitoring and the problem of detect the terminal of abnormal performance in advance.
In view of different classes of terminal, corresponding standard cell voltage change curve may be different, the embodiment of the present invention
In, the cell voltage change curve by being fitted multiple terminals to be monitored obtains the step of standard cell voltage change curve
Suddenly include:According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is sorted out;By drawing up a contract
The cell voltage change curve of a kind of other multiple terminals to be monitored, obtains the standard cell voltage of the terminal to be monitored of the category
Change curve;
It is corresponding, the power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve,
Obtain the terminal to be monitored power consumption whether normal monitoring result the step of include:Changed according to the standard cell voltage
Whether the power consumption performance of the terminal to be monitored of the corresponding classification of curve monitoring, the power consumption for obtaining the terminal to be monitored normally monitor
As a result.
Specifically, the parameter value of the local environment may include ambient temperature value and/or environmental wet angle value.It certainly can be with
Including other environmental parameter values, such as ventilation state value etc., are not limited thereto.
For the cell voltage change curve of terminal to be monitored, in the present embodiment, described pass through is fitted multiple ends to be monitored
The cell voltage change curve at end, the step of obtaining standard cell voltage change curve include:Receive multiple terminal lists to be monitored
The information of voltage of carrying when the information of voltage or progress transmitting uplink data that solely report;Each wait for is obtained according to the information of voltage
Monitor the cell voltage change curve of terminal;The cell voltage change curve of multiple terminals to be monitored is fitted, is marked
Quasi- cell voltage change curve.
Specifically, the power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve,
Obtain the terminal to be monitored power consumption whether normal monitoring result the step of include:By the battery electricity of the terminal to be monitored
Delta data is pressed to carry out correlation fitting with the standard cell voltage change curve;According to fitting result, obtain described waiting supervising
Survey the whether normal monitoring result of power consumption of terminal.
It when fitting result instruction fitting degree reaches threshold value, determines that the power consumption of terminal is normal, when less than threshold value, determines
The power consumption of terminal is abnormal.
Further, the cell voltage change curve described by being fitted multiple terminals to be monitored, obtains normal cell
After voltage change curve, the power consumption of terminal performance monitoring method further includes:According to the standard cell voltage change curve
With the current battery level value of the terminal to be monitored, the remaining operating time of the terminal to be monitored is obtained.
Monitoring of the user of service to power consumption of terminal can be easily facilitated in this way, ensures the timely replacement of end cell, ensured
Business is normally carried out.
In order to which in the power consumption exception of terminal, the prompting user of service of higher degree operates, in the present embodiment,
After the whether normal monitoring result of the power consumption for obtaining the terminal to be monitored, the power consumption of terminal performance monitoring method
Further include:When the monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
In the present embodiment, alarm operation can be the operations such as phonic warning, word alarm, be not limited thereto.
The power consumption of terminal performance monitoring method provided in an embodiment of the present invention is further described below.
In view of the above technical problems, it an embodiment of the present invention provides a kind of power consumption of terminal performance monitoring method, can be based on
Big data remote evaluation power consumption of terminal performance simultaneously investigates abnormal terminals, the specific implementation for power consumption of terminal performance monitoring method,
Present embodiments provide a kind of example apparatus-control platform.
The connection type of specific terminal and control platform is as shown in Fig. 2, control platform can receive the business number that terminal reports
It is believed that breath, status information, and handled accordingly.
In addition it is considered that in battery discharge procedure, voltage has fixed trend (as shown in Figure 3) with the reduction of electricity,
It is determined by battery types.In general, the battery types that same type of terminal uses are identical, power consumption trend is identical, it is believed that its
Voltage is identical with the curve that usage time changes.Based on this, for terminal individual, control platform can be reported according to terminal
Voltage data, fit the normal voltage of voltage change curve (the cell voltage change curve) and the Terminal Type of the terminal
Change curve (standard cell voltage change curve) is matched, and on the one hand can judge whether terminal capabilities is normal accordingly, separately
On the one hand terminal residual operating time can be predicted.To the normal voltage change curve of Mr. Yu's Terminal Type, control platform is based on should
All voltage datas of Terminal Type, fit normal voltage change curve.Based on mass data, the abnormal data of abnormal terminals is to whole
The influence of body curve will be eliminated.
Specifically, scheme provided in this embodiment includes following sections:
First part obtains the voltage change curve of terminal individual (terminal to be monitored):Terminal individual, which reports, to be detected
Battery voltage value and current environmental temperature and humidity.Can periodically report, it can also be in each transmitting uplink data
Carry information of voltage.
For terminal individual, control platform records the temperature (T) that the terminal reports, humidity (H), voltage value (Vt) and reports
Time point (t) obtains a series of (t, Vt) sequences.Due to the environment residing for terminal individual be usually fixed it is constant, can be with
Think that acute variation will not occur for temperature and humidity.Using t as abscissa, using Vt as ordinate, it is fitted to and belongs to terminal individual
The function that the voltage change curve of terminal individual is fitted to is denoted as f (t) by the curve that voltage changes over time.It records in terminal
The temperature minimum of report is that Tmin peaks are Tmax, and humidity minimum is that Hmin peaks are Hmax, then the corresponding temperature of f (t)
Spend Fan Weiwei [Tmin,Tmax], humidity range [Hmin,Hmax].The voltage change curve of terminal individual should be with end
End is gradually perfect using duration.
It is as shown in Figures 4 to 6 that terminal individual voltage change curve improves process.Wherein in the complete electricity of Fig. 6 terminal individuals
It presses in change curve, T is terminal works duration, VTFor blanking voltage, voltage can not work normally after dropping to blanking voltage.
Second part obtains normal voltage change curve:A plurality of terminal individual voltage change curve is stored in control platform,
The voltage change curve of same Terminal Type is fitted to a normal voltage change curve (as shown in Figure 7), as such end of judge
The whether normal foundation of terminal voltage change curve.Temperature range and humidity range with Terminal Type should essentially coincide, and according to
The temperature humidity range of each terminal body curve obtains the corresponding temperature humidity range of standard variation curve.Normal voltage variation is bent
Line gradually improves and tends towards stability with the accumulation and update of data.The initial stage of control platform has just been added in the Terminal Type,
Possible normal voltage change curve is incomplete, and over time, the voltage data that terminal reports is built up, the mark
Directrix curve tends to be perfect.While the battery of the Terminal Type undergoes a complete lifecycle (being exhausted from full electricity to electricity),
Also complete normal voltage change curve is formed in control platform.The function note that the voltage change curve of one Terminal Type is fitted to
For GCAT(t)。
Part III judges terminal residual operating time:If normal voltage change curve has been to include entire battery
The complete curve of discharge cycle can then judge remaining operating time according to the voltage that terminal individual reports.
It can substantially be divided into for three stages during cell voltage declines according to battery behavior:First stage battery enables
Initial stage, cell voltage drop to operating voltage from rated voltage (voltage in the case of full electricity), decline very fast;Second stage is one
Section plateau, cell voltage is operating voltage, less with the reduction voltage reduction of battery capacity;Phase III is with battery electricity
That measures is less, and voltage is again introduced into rapid decrease period.
The cell voltage that control platform is reported by terminal first judges which is terminal works be in stage, if it is determined that eventually
End is in first (it is Vt1 that such as terminal, which reports voltage) or second stage (it is Vt2 that such as terminal, which reports voltage), then illustrates battery capacity
Also enough, terminal remains to the normal work long period;If it is determined that terminal is in the phase III, (such as terminal reports the voltage to be
Vt3), then illustrate that battery will exhaust, the voltage value (Vt3) that control platform is reported according to normal voltage curve and terminal passes through
Vt3=GCAT(t) terminal operating time t3 is obtained, judges remaining operating time for T-t3, and is determined according to remaining operating time
Whether battery is replaced.
It networks initial stage in certain Terminal Type, possible normal voltage change curve is not yet formed completely, then can be by comparing electricity
Pressure value and alarm voltage, judge whether to need replacing battery.
Part IV judges terminal works performance:Voltage change curve and the normal voltage variation for comparing terminal individual are bent
Line judges whether the terminal individual performance is abnormal, and control platform sends out announcement if abnormal according to the matcher of two curves
It is alert.The matching degree of two curves, can by computing terminal individual voltage data and normal voltage change curve data this two
The correlation of group data obtains, and then matching degree is good for related coefficient height, and the low then matching degree of related coefficient is poor.For Curve Matching
Degree difference, illustrate the voltage change trend of terminal individual and the Terminal Type global voltage variation tendency there are larger difference,
Abnormal terminals should be classified as, need manually to investigate.
Wherein, above-mentioned control platform can be as shown in figure 8, preferably include result display module, performance estimation module, data
Processing module and Base communication module;
Specifically, Base communication module, it is used for and reception/transmission information, passes through and connect net and terminal carries out intercommunication, and eventually
End follows identical communication protocol.Base communication module receives and parses through and voltage relevant information is sent to data processing after data
Module and performance estimation module.
Data processing module stores and handles the terminal voltage information received, and the voltage change for being fitted terminal individual is bent
The normal voltage change curve of line and certain Terminal Type, and can judge terminal capabilities by calculating the correlation of two class data
It is whether normal.Data processing module can judge remaining operating time by the voltage value that terminal reports.The resume module obtains
Remaining operating time and the results such as data dependence feed back to performance estimation module.
Performance estimation module judges whether according to the data obtained from data processing module from terminal residual operating time
Battery is replaced, judges whether terminal capabilities is normal from related coefficient, the abnormal terminals result investigated, which is output to result, to be shown
Show module.
Result display module exports the abnormal terminals investigated, to carry out the work such as next step equipment replacement.
From the foregoing, it will be observed that scheme provided in an embodiment of the present invention can pass through terminal current voltage and cell voltage change curve
Judge terminal residual operating time, the change of category terminal standard voltage can be obtained by being fitted magnanimity terminal voltage variation tendency
Change curve, can be come by computing terminal individual voltage change data and category terminal standard voltage change data dependence
Judge whether end cell performance is normal;It realizes remote monitoring and assesses the purpose of power consumption of terminal performance, and be not required to very important person
To set fixed alarm line, it can be adjusted according in network termination real time data dynamic, improve precision;It additionally can be pre- in advance
Know the terminal that net neutral can be abnormal, reasonable arrangement equipment replacement, assurance function is unaffected, ensures the safe to use of equipment.
Embodiment two
As shown in figure 9, second embodiment of the present invention provides a kind of power consumption of terminal performance monitoring device, it is flat to can be applied to management and control
Platform, the power consumption of terminal performance monitoring device include:
First processing module 91 obtains standard for the cell voltage change curve by being fitted multiple terminals to be monitored
Cell voltage change curve;
Monitoring modular 92, the power consumption for monitoring the terminal to be monitored according to the standard cell voltage change curve
Can, obtain the whether normal monitoring result of power consumption of the terminal to be monitored.
The electricity that the power consumption of terminal performance monitoring device provided in an embodiment of the present invention passes through the multiple terminals to be monitored of fitting
Cell voltage change curve obtains standard cell voltage change curve, and end to be monitored is monitored according to standard cell voltage change curve
The power consumption performance at end obtains the whether normal monitoring result of power consumption of terminal to be monitored;It is whole can be based on big data remote evaluation
End power consumption performance simultaneously investigates abnormal terminals, and solving well in the prior art can not be automatic effective for the progress of magnanimity terminal
Ground power consumption performance monitoring and the problem of detect the terminal of abnormal performance in advance.
In view of different classes of terminal, corresponding standard cell voltage change curve may be different, the embodiment of the present invention
In, the first processing module includes:Sort out submodule, it, will for the parameter value according to the terminal local environment to be monitored
The terminal to be monitored is sorted out;First processing submodule, for by being fitted same category of multiple terminals to be monitored
Cell voltage change curve obtains the standard cell voltage change curve of the terminal to be monitored of the category;
Corresponding, the monitoring modular includes:Submodule is monitored, for being supervised according to the standard cell voltage change curve
The power consumption performance for surveying the terminal to be monitored of corresponding classification, obtains the whether normal monitoring result of power consumption of the terminal to be monitored.
Specifically, the parameter value of the local environment includes ambient temperature value and/or environmental wet angle value.
For the cell voltage change curve of terminal to be monitored, in the present embodiment, the first processing module includes:It receives
Submodule, the voltage of carrying when for receiving information of voltage that multiple terminals to be monitored individually report or carry out transmitting uplink data
Information;Second processing submodule, for obtaining the cell voltage change curve of each terminal to be monitored according to the information of voltage;
Third handles submodule, is fitted for the cell voltage change curve to multiple terminals to be monitored, obtains normal cell electricity
Press change curve.
Specifically, the monitoring modular includes:It is fitted submodule, for changing the cell voltage of the terminal to be monitored
Data carry out correlation fitting with the standard cell voltage change curve;Fourth process submodule is used for according to fitting result,
Obtain the whether normal monitoring result of power consumption of the terminal to be monitored.
Further, the power consumption of terminal performance monitoring device further includes:Second processing module, at described first
Cell voltage change curve of the module by the multiple terminals to be monitored of fitting is managed, after obtaining standard cell voltage change curve,
According to the current battery level value of the standard cell voltage change curve and the terminal to be monitored, the end to be monitored is obtained
The remaining operating time at end.
In order to which in the power consumption exception of terminal, the prompting user of service of higher degree operates, in the present embodiment,
The power consumption of terminal performance monitoring device further includes:Execution module, for obtaining the terminal to be monitored in the monitoring modular
The whether normal monitoring result of power consumption after, when the monitoring result indicates the power consumption exception of the terminal to be monitored, hold
Row alarm operation.
Wherein, the realization embodiment of above-mentioned power consumption of terminal performance monitoring method is suitable for power consumption of terminal performance prison
It surveys in the embodiment of device, can also reach identical technique effect.
Embodiment three
As shown in Figure 10, the embodiment of the present invention three provides a kind of control platform, including:
Processor 101 obtains normal cell electricity for the cell voltage change curve by being fitted multiple terminals to be monitored
Press change curve;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains described waiting supervising
Survey the whether normal monitoring result of power consumption of terminal.
The control platform provided in an embodiment of the present invention changes song by being fitted the cell voltage of multiple terminals to be monitored
Line obtains standard cell voltage change curve, and the power consumption performance of terminal to be monitored is monitored according to standard cell voltage change curve,
Obtain the whether normal monitoring result of power consumption of terminal to be monitored;It can be based on big data remote evaluation power consumption of terminal performance side by side
Abnormal terminals are looked into, magnanimity terminal can not be directed to well in the prior art by, which solving, carries out automatically and efficiently power consumption performance monitoring
And the problem of detecting the terminal of abnormal performance in advance.
In view of different classes of terminal, corresponding standard cell voltage change curve may be different, the embodiment of the present invention
In, the processor is specifically used for:According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is carried out
Sort out;By being fitted the cell voltage change curve of same category of multiple terminals to be monitored, the end to be monitored of the category is obtained
The standard cell voltage change curve at end;The terminal to be monitored of corresponding classification is monitored according to the standard cell voltage change curve
Power consumption performance, obtain the whether normal monitoring result of power consumption of the terminal to be monitored.
Specifically, the parameter value of the local environment includes ambient temperature value and/or environmental wet angle value.
For the cell voltage change curve of terminal to be monitored, in the present embodiment, the processor is specifically used for:It receives more
The information of voltage of carrying when information of voltage or progress transmitting uplink data that a terminal to be monitored individually reports;According to the voltage
Information obtains the cell voltage change curve of each terminal to be monitored;To the cell voltage change curves of multiple terminals to be monitored into
Row fitting, obtains standard cell voltage change curve.
Specifically, the processor is specifically used for:By the cell voltage delta data of the terminal to be monitored and the mark
Quasi- cell voltage change curve carries out correlation fitting;According to fitting result, whether just the power consumption of the terminal to be monitored is obtained
Normal monitoring result.
Further, the processor is additionally operable to:Change in the cell voltage by being fitted multiple terminals to be monitored
Curve, after obtaining standard cell voltage change curve, according to the standard cell voltage change curve and the end to be monitored
The current battery level value at end obtains the remaining operating time of the terminal to be monitored.
In order to which in the power consumption exception of terminal, the prompting user of service of higher degree operates, in the present embodiment,
The processor is additionally operable to:After the whether normal monitoring result of the power consumption for obtaining the terminal to be monitored, described
When monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
Wherein, the realization embodiment of above-mentioned power consumption of terminal performance monitoring device is suitable for the implementation of the control platform
In example, it can also reach identical technique effect.
It should be noted that this many functional component described in this description is all referred to as module/submodule, so as to more
Add the independence for particularly emphasizing its realization method.
In the embodiment of the present invention, module/submodule can use software realization, to be executed by various types of processors.
For example, the executable code module of a mark may include the one or more physics or logic of computer instruction
Block, for example, it can be built as object, process or function.Nevertheless, the executable code of institute's mark module is not necessarily to
It is physically located together, but may include the different instructions being stored in different positions, combined when in these command logics
When together, constitutes module and realize the regulation purpose of the module.
In fact, executable code module can be the either many item instructions of individual instructions, and can even be distributed
It on multiple and different code segments, is distributed in distinct program, and is distributed across multiple memory devices.Similarly, it grasps
Making data can be identified in module, and can be realized according to any form appropriate and be organized in any appropriate class
In the data structure of type.The operation data can be collected as individual data collection, or can be distributed on different location
(including in different storage device), and can only be present in system or network as electronic signal at least partly.
When module can utilize software realization, it is contemplated that the level of existing hardware technique, it is possible to implemented in software
Module, in the case where not considering cost, those skilled in the art can build corresponding hardware circuit to realize correspondence
Function, the hardware circuit includes conventional ultra-large integrated (VLSI) circuit or gate array and such as logic core
The existing semiconductor of piece, transistor etc either other discrete elements.Module can also use programmable hardware device, such as
The realizations such as field programmable gate array, programmable logic array, programmable logic device.
Above-described is the preferred embodiment of the present invention, it should be pointed out that the ordinary person of the art is come
It says, under the premise of not departing from principle of the present invention, can also make several improvements and retouch, these improvements and modifications should also regard
For protection scope of the present invention.
Claims (21)
1. a kind of power consumption of terminal performance monitoring method is applied to control platform, which is characterized in that including:
By being fitted the cell voltage change curve of multiple terminals to be monitored, standard cell voltage change curve is obtained;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains the end to be monitored
The whether normal monitoring result of the power consumption at end.
2. power consumption of terminal performance monitoring method according to claim 1, which is characterized in that described to wait supervising by the way that fitting is multiple
The cell voltage change curve of terminal is surveyed, the step of obtaining standard cell voltage change curve includes:
According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is sorted out;
By being fitted the cell voltage change curve of same category of multiple terminals to be monitored, the terminal to be monitored of the category is obtained
Standard cell voltage change curve;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains described waiting supervising
Survey terminal power consumption whether normal monitoring result the step of include:
The power consumption performance that the terminal to be monitored of corresponding classification is monitored according to the standard cell voltage change curve obtains described wait for
Monitor the whether normal monitoring result of power consumption of terminal.
3. power consumption of terminal performance monitoring method according to claim 2, which is characterized in that the parameter value of the local environment
Including ambient temperature value and/or environmental wet angle value.
4. power consumption of terminal performance monitoring method according to claim 1, which is characterized in that described to wait supervising by the way that fitting is multiple
The cell voltage change curve of terminal is surveyed, the step of obtaining standard cell voltage change curve includes:
Receive the information of voltage or the information of voltage for carrying out carrying when transmitting uplink data that multiple terminals to be monitored individually report;
The cell voltage change curve of each terminal to be monitored is obtained according to the information of voltage;
The cell voltage change curve of multiple terminals to be monitored is fitted, standard cell voltage change curve is obtained.
5. power consumption of terminal performance monitoring method according to claim 1, which is characterized in that described according to the normal cell
Voltage change curve monitors the power consumption performance of the terminal to be monitored, and whether the power consumption for obtaining the terminal to be monitored normally supervises
Survey result the step of include:
The cell voltage delta data of the terminal to be monitored is carried out correlation with the standard cell voltage change curve to intend
It closes;
According to fitting result, the whether normal monitoring result of power consumption of the terminal to be monitored is obtained.
6. power consumption of terminal performance monitoring method according to claim 1, which is characterized in that described by being fitted multiple wait for
The cell voltage change curve for monitoring terminal, after obtaining standard cell voltage change curve, the power consumption of terminal performance monitoring
Method further includes:
According to the current battery level value of the standard cell voltage change curve and the terminal to be monitored, obtain described waiting supervising
Survey the remaining operating time of terminal.
7. power consumption of terminal performance monitoring method according to claim 1, which is characterized in that it is described obtain it is described to be monitored
After the whether normal monitoring result of the power consumption of terminal, the power consumption of terminal performance monitoring method further includes:
When the monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
8. a kind of power consumption of terminal performance monitoring device is applied to control platform, which is characterized in that including:
First processing module obtains normal cell electricity for the cell voltage change curve by being fitted multiple terminals to be monitored
Press change curve;
Monitoring modular, the power consumption performance for monitoring the terminal to be monitored according to the standard cell voltage change curve, obtains
To the whether normal monitoring result of power consumption of the terminal to be monitored.
9. power consumption of terminal performance monitoring device according to claim 8, which is characterized in that the first processing module packet
It includes:
Sort out submodule, for the parameter value according to the terminal local environment to be monitored, the terminal to be monitored is returned
Class;
First processing submodule is obtained for the cell voltage change curve by being fitted same category of multiple terminals to be monitored
To the standard cell voltage change curve of the terminal to be monitored of the category;
The monitoring modular includes:
Submodule is monitored, the power consumption of the terminal to be monitored for monitoring corresponding classification according to the standard cell voltage change curve
Performance obtains the whether normal monitoring result of power consumption of the terminal to be monitored.
10. power consumption of terminal performance monitoring device according to claim 9, which is characterized in that the parameter of the local environment
Value includes ambient temperature value and/or environmental wet angle value.
11. power consumption of terminal performance monitoring device according to claim 8, which is characterized in that the first processing module packet
It includes:
Receiving submodule, for receiving information of voltage that multiple terminals to be monitored individually report or while carrying out transmitting uplink data is taken
The information of voltage of band;
Second processing submodule, for obtaining the cell voltage change curve of each terminal to be monitored according to the information of voltage;
Third handles submodule, is fitted for the cell voltage change curve to multiple terminals to be monitored, obtains standard electric
Cell voltage change curve.
12. power consumption of terminal performance monitoring device according to claim 8, which is characterized in that the monitoring modular includes:
It is fitted submodule, it is bent for changing the cell voltage delta data of the terminal to be monitored and the standard cell voltage
Line carries out correlation fitting;
Fourth process submodule, for according to fitting result, whether the power consumption for obtaining the terminal to be monitored normally to monitor knot
Fruit.
13. power consumption of terminal performance monitoring device according to claim 8, which is characterized in that the power consumption of terminal performance prison
Surveying device further includes:
Second processing module, for changing song by being fitted the cell voltage of multiple terminals to be monitored in the first processing module
Line, after obtaining standard cell voltage change curve, according to the standard cell voltage change curve and the terminal to be monitored
Current battery level value, obtain the remaining operating time of the terminal to be monitored.
14. power consumption of terminal performance monitoring device according to claim 8, which is characterized in that the power consumption of terminal performance prison
Surveying device further includes:
Execution module, the whether normal monitoring result of power consumption for obtaining the terminal to be monitored in the monitoring modular it
Afterwards, when the monitoring result indicates the power consumption exception of the terminal to be monitored, alarm operation is executed.
15. a kind of control platform, which is characterized in that including:
Processor obtains standard cell voltage variation for the cell voltage change curve by being fitted multiple terminals to be monitored
Curve;
The power consumption performance that the terminal to be monitored is monitored according to the standard cell voltage change curve obtains the end to be monitored
The whether normal monitoring result of the power consumption at end.
16. control platform according to claim 15, which is characterized in that the processor is specifically used for:
According to the parameter value of the terminal local environment to be monitored, the terminal to be monitored is sorted out;
By being fitted the cell voltage change curve of same category of multiple terminals to be monitored, the terminal to be monitored of the category is obtained
Standard cell voltage change curve;
The power consumption performance that the terminal to be monitored of corresponding classification is monitored according to the standard cell voltage change curve obtains described wait for
Monitor the whether normal monitoring result of power consumption of terminal.
17. control platform according to claim 16, which is characterized in that the parameter value of the local environment includes environment temperature
Angle value and/or environmental wet angle value.
18. control platform according to claim 15, which is characterized in that the processor is specifically used for:
Receive the information of voltage or the information of voltage for carrying out carrying when transmitting uplink data that multiple terminals to be monitored individually report;
The cell voltage change curve of each terminal to be monitored is obtained according to the information of voltage;
The cell voltage change curve of multiple terminals to be monitored is fitted, standard cell voltage change curve is obtained.
19. control platform according to claim 15, which is characterized in that the processor is specifically used for:
The cell voltage delta data of the terminal to be monitored is carried out correlation with the standard cell voltage change curve to intend
It closes;
According to fitting result, the whether normal monitoring result of power consumption of the terminal to be monitored is obtained.
20. control platform according to claim 15, which is characterized in that the processor is additionally operable to:
In the cell voltage change curve by being fitted multiple terminals to be monitored, obtain standard cell voltage change curve it
Afterwards, it according to the current battery level value of the standard cell voltage change curve and the terminal to be monitored, obtains described waiting supervising
Survey the remaining operating time of terminal.
21. control platform according to claim 15, which is characterized in that the processor is additionally operable to:
After the whether normal monitoring result of the power consumption for obtaining the terminal to be monitored, institute is indicated in the monitoring result
When stating the power consumption exception of terminal to be monitored, alarm operation is executed.
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| CN201710224144.9A CN108694106A (en) | 2017-04-07 | 2017-04-07 | A kind of power consumption of terminal performance monitoring method, device and control platform |
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