CN104181820B - A kind of Power Management Design method based on frequency-domain analysis - Google Patents

A kind of Power Management Design method based on frequency-domain analysis Download PDF

Info

Publication number
CN104181820B
CN104181820B CN201410386810.5A CN201410386810A CN104181820B CN 104181820 B CN104181820 B CN 104181820B CN 201410386810 A CN201410386810 A CN 201410386810A CN 104181820 B CN104181820 B CN 104181820B
Authority
CN
China
Prior art keywords
bode diagram
parameter
frequency
test
loop
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201410386810.5A
Other languages
Chinese (zh)
Other versions
CN104181820A (en
Inventor
林坤杰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
SHENZHEN YUESON TECHNOLOGY DEVELOPMENT Co Ltd
Original Assignee
SHENZHEN YUESON TECHNOLOGY DEVELOPMENT Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by SHENZHEN YUESON TECHNOLOGY DEVELOPMENT Co Ltd filed Critical SHENZHEN YUESON TECHNOLOGY DEVELOPMENT Co Ltd
Priority to CN201410386810.5A priority Critical patent/CN104181820B/en
Publication of CN104181820A publication Critical patent/CN104181820A/en
Application granted granted Critical
Publication of CN104181820B publication Critical patent/CN104181820B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Amplifiers (AREA)

Abstract

A kind of Power Management Design method based on frequency-domain analysis, it comprises the following steps:The first step, the open-loop transfer function of test platform is measured in the assessment of test platform, and determines design object;Second step, test target is loaded into, compensating parameter is drawn according to test parameter, and draw the Bode diagram of compensating parameter;Then the Bode diagram of compensating parameter and the superposition of the Bode diagram of open-loop transfer function are drawn into closed loop curve;3rd step, the parameter of alignment error amplifier, Selecting All Parameters value, and described Selecting All Parameters value is debugged in the wiring board of concrete application, draw the Bode diagram response curve in whole loop;4th step, test result confirms, obtains the Bode diagram of the closed loop on the test platform, the Bode diagram of the closed loop on test platform is contrasted with computer simulation chart, to confirm whether the two coincide.Present invention substantially reduces the design cycle, the quality of product is improved, improves efficiency of research and development.

Description

A kind of Power Management Design method based on frequency-domain analysis
Technical field
The present invention relates to Power Management Design field, more particularly to a kind of Power Management Design method based on frequency-domain analysis.
Background technology
With Theory of Automatic Control application it is increasingly mature, Automatic Control Theory is also more and more applied to power supply Among the integrated circuits such as IC, this causes Switching Power Supply to be ensured in terms of stability.Although in the market has occurred interior The power supply IC products of portion's compensation, but the degree of popularization is also not reaching to, and also price is costly, therefore in the market is much electric Source IC is also using the mode of external compensation circuit.The power supply IC of external compensation circuit regulation presence, illustrates considering In the case of cost performance, or with many advantages, so the power source design of main flow is still using external compensation now Mode.It is a concern that after by carrying out network analysis to many power supply products of in the market, discovery has many existence and stabilities It is bad, poor performance, the problems such as efficiency is low.So, power generation project efficiency can be improved by finding one kind, strengthen power supply stability control System, the visualization Power Management Design method of power supply power consumption is reduced, just into vast Power Engineer urgent problem to be solved.In the past, Engineer be all by many years of experience of oneself come regulation power supply compensating parameter, and often adjust get up time-consuming, efficiency is low, most The result obtained afterwards also not necessarily meets the requirement of volume production with regard to that can reach, once arrived the volume production stage, some hide the problem of put It will be displayed after big.For example, cross-over frequency point it is too low it is too high caused by system instability problem, thermal losses is serious to ask Topic, efficiency is low, low-response, phase waveform overshoots, and ripple is big.
Traditional Power Management Design method is generally according to following analysis process:
The first step, adjuster open loop pass letter module:
Refering to accompanying drawing 1, it is circuit theory diagrams, in fig. 1, is divided into two modules:Adjuster and compensator. Adjustor module belongs to executing agency, and its operation principle is:The output of the error amplifier of compensation is as the same of PWM comparators The input signal of phase input exports the PWM waveform of certain frequency to be compared with OSC.Have one in the bode figures of adjuster Individual very crucial parameter point, duopole.Duopole is according to output filter circuit:Lout and Cout size determines.Root According to formula:
It can be seen that increase sensibility reciprocal and output capacitance can all increase our f from formulaLC.Because we are choosing first When dead-center position, Z1=0.25*f can be probably allowedLC;We improve fLCFrequency just indirectly improve Z1 frequency. We also have another formula to be:Fc*fc=Z1*P1;It can be seen that raising Z1 can in the case where P1 is determined from formula To improve fc, that is, our cross-over frequency point is improved, here it is why we will choose as far as possible big fLCFrequency point Reason.The point that P1 is not to determine, P1 are the parameters relevant with error amplifier compensation, and P1 selection has the upper limit, excessive P1 can make compensation unstable.fLCThe standard of a recommendation is had according to the design guide of load.
Second crucial point is exactly ESR points in the regulators, and this point is the separation of a slope variation.From fLCArrive This sections of ESR is the rate of decay according to the octaves of -40db/ ten.Become the octaves of -20db/ ten after ESR, therefore, we select To be more than ESR points as far as possible when cross-over frequency point, if less than ESR points, then it is difficult regulation that compensation, which is,.
According to formula:
Wherein ESR is bulk electric capacity equivalent resistance in parallel, 5m Ω;ESR determines the stable case of system;It is essentially It is the smaller the better;FESR is the dead-center position of adjuster corresponding on bode figures, and ESR is smaller, fESRIt is bigger, be so advantageous to carry High cross-over frequency.
Second step, the regulation of error amplifier compensation loop:
It is understood that compensation path is both the feedback path of system.The key link of compensation is exactly error amplifier, error Amplifier is divided into two classes:Error amplifier and trsanscondutance amplifier.Also there are two kinds of conventional compensation ways simultaneously:Two classes compensate and three Class compensates.
Some key parameters and concept of two classes compensation:Mid_band_gain;GM;Z1;P1;
According to formula:
We can see that Mid_band_gain is that have direct relation with R1.GM represents mutual conductance;This from What datasheet can be looked for arrives.Mid_band_gain be then adjuster it is desirable that cross-over frequency point magnitude margin difference Value.By this formula, we mainly will calculate R1.R2 and R3 resistance substantially determines that, is given according to IC manufacturers Resistance span is substantially:Between 1K to 10K.Mid_band_gain formula from the point of view of turning one's head, the value that R1 chooses are big by one Point, then cross-over frequency point gain just it is big a bit, that is to say, that we, which improve R1 and just represent have selected, bigger passes through frequency Rate point.
According to formula:
Illustratively, how the parameter of the first limit and the first zero selects.According to the situation of mistake described above, One limit is the f of a quarterLC, and R1 we just calculate, then, C1 is exactly can be by being calculated.Need It is pointed out that FP1 can be typically selected in 0.5 times of position of switching frequency.C1 brings this formula of FP1 into after calculating, then C2 Also just calculate.
Some key parameters and concept of three classes compensation:Z2;P2;
According to universal law, we can be chosen at Z2 position between Z1 and the duopole of adjuster.The position that P2 chooses It is set to:Between the position of duopole and ESR points position.Pass through formula:
3rd step, the regulation of Loop loop modules:
Circuit theory diagrams illustrate that the module is to be overlapped by adjuster and error amplifier and caused.In reality The parameter for needing us to pay close attention in has the size of cross-over frequency point, the phase margin of cross-over frequency point, cross-over frequency point Slope.
The size of cross-over frequency point should meet the requirement of load bandwidth, and the phase margin of cross-over frequency point should reach 60 Degree, the slope of cross-over frequency point should be maintained at octaves of -20db/ ten or so;
4th step, the analysis of Phase allowance principles:
Circuit theory diagrams illustrate that, refering to accompanying drawing 2, analysis before is the analysis for being directed to gain in bode curves, we A limit can be produced by both knowing about integral element, will produce the phase effects of hysteresis;Differentiation element can increase a zero point, Have the effect of leading phase.Find out from accompanying drawing 2, R3 and C2 constitute an integrating circuit, and C2 just generates a hysteresis Phase.Then structure one into a differential circuit, generates a zero point to R1 and C1, phase margin that can be advanced.
The content of the invention
The technical problem to be solved in the present invention is to overcome above-mentioned the shortcomings of the prior art, and proposes based on frequency domain point The Power Management Design method of analysis, shortens the R&D cycle of Power Management Design, while improves the stability of power supply.
In order to solve the above technical problems, the present invention adopts the following technical scheme that:
A kind of Power Management Design method based on frequency-domain analysis, it comprises the following steps:
The first step, the open-loop transfer function of test platform is measured in the assessment of test platform, and determines design object;
Second step, test target is loaded into, compensating parameter is drawn according to test parameter, and draw the Bode diagram of compensating parameter; Then the Bode diagram of compensating parameter and the superposition of the Bode diagram of open-loop transfer function are drawn into closed loop curve;
3rd step, the parameter of alignment error amplifier, Selecting All Parameters value, and by described Selecting All Parameters value in concrete application Wiring board in debugged, draw the Bode diagram response curve in whole loop;
4th step, test result confirm, obtain the Bode diagram of the closed loop on the test platform, will be described flat in test The Bode diagram of closed loop on platform is contrasted with computer simulation chart, to confirm whether the two coincide.
Preferably, the design object that the described first step determines is obtained by the dynamic response of test load.
Preferably, the described first step determines also to include after design object, determines cross-over frequency step and determines gain Compensation process, finally confirm compensation type.
Wherein, described second step also includes, and a round and smooth processing step, the theoretical value of compensating parameter is more nearly reality Value.
Wherein, the 3rd described step also includes, and a system timely responds to the confirmation of condition.
Wherein, the step of batch production is also included after the 4th described step.
Preferably, the Bode diagram drawn in the second step is using computer drawing.
Preferably, the superposition that the open loop in described second step passes the Bode diagram of letter and the Bode diagram of compensating parameter is to pass through What computer was completed.
Preferably, the closed loop Bode diagram on test platform in the 4th step is plotted in same with computer simulation chart In width figure.
Preferably, the parameter of described round and smooth processing is resistance value and capacitance.
Compared with prior art, the present invention has the advantages that, the Power Management Design side of the invention based on frequency-domain analysis Method can be understood the stability of power supply characteristic by frequency domain angle whereby by testing frequency domain characteristic;Research and development and proving time are saved, Meet multi-size of the client to power supply, and the requirement that delivery time-histories is short;Checking product has enough phases whereby Position allowance, is unlikely to have unstable situation because of part difference during volume production.
Brief description of the drawings
Fig. 1 designed for conventional power source in frequently with power supply loop circuit theory diagrams;
Fig. 2 designed for conventional power source in frequently with two class compensation circuit schematic diagrams;
The flow chart of Power Management Design method during Fig. 3 designs for conventional power source;
Fig. 4 is the design flow diagram of the Power Management Design method of the invention based on frequency-domain analysis.
Embodiment
Embodying the exemplary embodiment of feature of present invention and advantage will describe in detail in the following description.It should be understood that The present invention can have various changes in different embodiments, and it is neither departed from the scope of the present invention, and theory therein Bright and diagram is treated as purposes of discussion in itself, and is not used to the limitation present invention.
Refering to accompanying drawing 2, the Power Management Design method of the invention based on frequency-domain analysis comprises the following steps:
The assessment of test platform:
First, we will measure the open-loop transfer function of platform, by choosing suitable insertion electricity in test platform Both ends injection swept-frequency signal is hindered, the Byrd of our conceivable platform open-loop transfer functions can be measured out in position Figure.Our design object is primarily determined that, design object includes, the power supply requirement of load end, for example, the selection of inductance sensibility reciprocal, The size of load current, the ripple requirement of load, the dynamic response requirement of load, suitable power switch frequency.Pass through Byrd Scheme and then determine the design of our compensation loop.By observing simulation result, the open-loop transfer function of platform is determined Bode diagram, and determine to compensate type:
In the present embodiment, our design object of we can be quickly determination, the dynamic response loaded according to us Demand, we will be travelling through Frequency point and are designed as 30KHz;By slide bar it is understood that we are needed in gain at this point Upper compensation 17.51dB in phase, it is necessary to compensate 105.8 degree;And we have observed that his cross-over frequency point position is oblique Rate is decayed with -1 speed, thus compensate type we can select 2 classes compensate.According to compensation type, followed by really Volume zero pole point position needed for us is determined to calculate specific compensating electric capacity resistance value.
By surveying the observation of bode figures to more than, we just can intuitively determine that our design object and design will very much Ask, this has accomplished the assurance comprehensive and accurate to design object in principle, and let us is avoided to design initial stage in design The indefinite problem of object.This reduces the probability slipped up in design, and the complexity of design process is reduced, improved Designing quality.
Second step, design object is loaded into, determines compensating parameter, and draw the Bode diagram of compensating parameter:
Analyzed by the open loop condition of appeal, we open our software systems and input our design requirement one by one To among computer, computer can voluntarily calculate the compensating parameter of our needs, while draw out the Bode diagram of compensation.
Preferably, these theoretical values calculated are not arriving of being fully able to look for, and therefore, we will pass through round and smooth place Reason, so-called annulus processing here refer to some the resistance capacitance value criteria of right and wrong devices come out when our theoretical calculations when Wait, we can select close resistance capacitance value, and this process can be completed by computer software itself.The effect reached is exactly to be Avoid customizing some nonstandard capacitance resistance values, avoid increasing cost, finally allow it actually to obtain electricity close to us Hold resistance value.
After obtaining the compensation bode curve maps that we want, by Superposition Formula by open loop Bode diagram and compensation Byrd Figure is overlapped, and will obtain our last emulation closed loop curve.
3rd step, alignment error amplifier parameter:
Estimated by the theoretical value for calculating software, then be replaced by choosing accepted value, these are replaced Value is debugged onto the plank of reality, and actual plank just refers to above-mentioned test platform.Here accepted value:Refer to above-mentioned mark Pseudo-capacitance resistance value, remeasuring the bode response curves of whole loop.
In the present embodiment, by emulating stacking chart, it will be seen that the cross-over frequency point set before us is 30KHz, the cross-over frequency point of our emulation superposition is 29.45KHz, very close to our theoretical value, phase margin 51.04 Deg, this achieve the condition that system timely responds to.
4th step, design result is confirmed, by simulation result and actual test Comparative result:
First, the bode figures of actual measurement closed loop:
By observation, the result calculated according to computer is passed through into electricity to adjust the test result of test platform with us Brain simulation result is compared, and sees whether simulation result and platform test result coincide, if coincideing, illustrates the technology of the emulation Parameter meets the needs of power supply;If misfitting, be further finely adjusted, design method simulation result of the invention substantially with Actual platform design parameter demand is coincide, and is met the requirements, and greatly reduces the design cycle, and efficiency significantly improves.
5th step, carry out the batch production of power supply:
Our assessments last to test platform and confirm it is errorless after, the batch production that can be trusted.It is whole to adjust Examination process, 3 to 4 times of debug time is saved than traditional Power Management Design flow, and obtained final result and expection As a result can be good at coincideing, this also enhances the competitiveness of company commercially while design efficiency is improved, and shortens Product enters the time in market, improves the life cycle of product.
A kind of Power Management Design method based on frequency-domain analysis of the present invention, has an advantageous effect in that:Research and develop/verify engineering Teacher only needs source and load to test time domain specification, can understand the stability of power supply characteristic by frequency domain angle whereby;Save Research and development/proving time, meet multi-size of the client to power supply, and the requirement that delivery time-histories is short;Verify whereby Product has enough phase margins, is unlikely to have unstable situation because of part difference during volume production;Frequency domain is provided to ring Analysis chart is answered, trust of the client to designed capacity can be strengthened, lifts the image of company.
It should be noted that these are only the preferable possible embodiments of the present invention, not limit the scope of the invention, All equivalent structures with made by description of the invention and accompanying drawing content change, and are all contained in protection scope of the present invention.

Claims (5)

  1. A kind of 1. Power Management Design method based on frequency-domain analysis, it is characterised in that comprise the following steps:
    The first step, the open-loop transfer function of test platform is measured in the assessment of test platform, and determines design object;
    Second step, test target is loaded into, compensating parameter is drawn according to test parameter, and draw the Bode diagram of compensating parameter;Then The Bode diagram of compensating parameter and the superposition of the Bode diagram of open-loop transfer function are drawn into closed loop curve, and carry out round and smooth processing, makes benefit The theoretical value for repaying parameter is more nearly actual value, and the parameter of described round and smooth processing is resistance value and capacitance;
    3rd step, the parameter of alignment error amplifier, Selecting All Parameters value, and by described Selecting All Parameters value concrete application line Debugged in the plate of road, draw the Bode diagram response curve in whole loop, and the confirmation of condition is timely responded to system;
    4th step, test result confirm, obtain the Bode diagram of the closed loop on the test platform, will be described on test platform The Bode diagram of closed loop contrasted with computer simulation chart, to confirm whether the two coincide, wherein, the described first step determines Design object obtained by the dynamic response of test load, the described first step determines also to include after design object, it is determined that Cross-over frequency step and determination gain compensation step, finally confirm compensation type.
  2. 2. the Power Management Design method based on frequency-domain analysis as claimed in claim 1, it is characterised in that after the 4th described step The step of also including batch production.
  3. 3. the Power Management Design method based on frequency-domain analysis as claimed in claim 1, it is characterised in that drawn in the second step Bode diagram using computer drawing.
  4. 4. the Power Management Design method based on frequency-domain analysis as claimed in claim 1, it is characterised in that in described second step The superposition that open loop passes the Bode diagram of letter and the Bode diagram of compensating parameter is completed by computer.
  5. 5. the Power Management Design method based on frequency-domain analysis as claimed in claim 1, it is characterised in that in the 4th step Closed loop Bode diagram on test platform is plotted in same width figure with computer simulation chart.
CN201410386810.5A 2014-08-07 2014-08-07 A kind of Power Management Design method based on frequency-domain analysis Expired - Fee Related CN104181820B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410386810.5A CN104181820B (en) 2014-08-07 2014-08-07 A kind of Power Management Design method based on frequency-domain analysis

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410386810.5A CN104181820B (en) 2014-08-07 2014-08-07 A kind of Power Management Design method based on frequency-domain analysis

Publications (2)

Publication Number Publication Date
CN104181820A CN104181820A (en) 2014-12-03
CN104181820B true CN104181820B (en) 2017-12-19

Family

ID=51962958

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410386810.5A Expired - Fee Related CN104181820B (en) 2014-08-07 2014-08-07 A kind of Power Management Design method based on frequency-domain analysis

Country Status (1)

Country Link
CN (1) CN104181820B (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7070044B2 (en) * 2018-04-26 2022-05-18 トヨタ自動車株式会社 Battery information processing system, battery module full charge capacity calculation method, battery module internal resistance calculation method, and battery assembly manufacturing method
CN112859640B (en) * 2020-12-31 2024-02-23 深圳市雷赛软件技术有限公司 Method and device for debugging corrector parameter of drive and readable storage medium
CN116930808B (en) * 2023-06-26 2024-01-23 广州致远仪器有限公司 Stability testing method, device and equipment for power loop and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1759525A (en) * 2004-02-03 2006-04-12 株式会社村田制作所 Switching power supply device
US7162655B2 (en) * 2003-07-16 2007-01-09 Dell Products, L.P. Method and system for information handling system power control
CN101340150A (en) * 2007-07-02 2009-01-07 富士电机电子设备技术株式会社 Switching power supply apparatus

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7129800B2 (en) * 2004-02-04 2006-10-31 Sun Microsystems, Inc. Compensation technique to mitigate aging effects in integrated circuit components

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7162655B2 (en) * 2003-07-16 2007-01-09 Dell Products, L.P. Method and system for information handling system power control
CN1759525A (en) * 2004-02-03 2006-04-12 株式会社村田制作所 Switching power supply device
CN101340150A (en) * 2007-07-02 2009-01-07 富士电机电子设备技术株式会社 Switching power supply apparatus

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
基于Saber的DC/DC开关电源闭环反馈设计与仿真;毛景魁,等;《河南机电高等专科学校学报》;20120531;第20卷(第3期);第21-25页 *
实现开关电源的环路控制;冯治富;《电子产品世界》;20081231(第2期);第117-120页 *
开关变换器补偿网络的频域设计与仿真;于岳川;《通信电源技术》;20120525;第29卷(第3期);第4-6页 *
开关电源的频域分析与综合(Ⅱ);蔡宣三;《电源世界》;20021231(第10期);第61-65页 *
采用内环平均电流共享的多相电源分析与设计;郭国勇,石秉学;《清华大学学报(自然科学版)》;20041231;第44卷(第1期);第85-88页 *

Also Published As

Publication number Publication date
CN104181820A (en) 2014-12-03

Similar Documents

Publication Publication Date Title
CN107147283B (en) A kind of Buck converter compensating control method based on disturbance observer and Second Order Sliding Mode
CN104953913B (en) Networking alternating current generator LS-SVM generalized inverse decoupling control methods based on active disturbance rejection
Ayres et al. A didactic procedure for designing power oscillation dampers of FACTS devices
CN104181820B (en) A kind of Power Management Design method based on frequency-domain analysis
CN110011295A (en) A kind of method for analyzing stability and system of distributed DC power grid
CN105259414A (en) Power grid impedance on-line detection method on the basis of inverter
CN105981287A (en) Improvements in or relating to the control of converters
CN107154650A (en) The control method for coordinating of many transverters of alternating current-direct current section in a kind of mixing microgrid
Ketzer et al. Shaping control strategies for active power filters
CN105515004A (en) Harmonic detecting and instruction correcting method for active power filter
Ding et al. Disturbance suppression for PMSM by a non‐linear composite controller based on two‐channel strategy
CN105932878A (en) Active uncertainty inhibition based hybrid power automobile electrical layer control method
CN102681531A (en) Method for implementing self-calibration of current-limiting current value of motor controller
CN104795836B (en) A kind of single-phase photovoltaic grid-connected generating detecting system and its non-linear current control method
Abouelmahjoub et al. Adaptive nonlinear control of reduced‐part three‐phase shunt active power filters
CN112000018A (en) Robust fault-tolerant control module, method and system based on residual generator
Lu et al. Adaptive robust motion control for linear induction motor with electromagnetic nonlinearity compensation
CN105140957B (en) Electromechanic oscillation mode evaluation method based on wind power plant and photovoltaic plant polymerization model
CN116522773A (en) WPT system modeling method based on data driving
CN114899875A (en) Network-building grid-connected inverter
CN108418209A (en) A kind of micro-capacitance sensor Auto-disturbance-rejection Control based on reversed decoupling
Zhang et al. Modeling and controller optimization for current-fed isolated bidirectional DC–DC converters
Munteanu et al. Study of interactions between close HVDC links inserted in an AC grid: A mixed nonlinear and modal analysis approach
CN110854838A (en) Parallel current sharing method for DC power supply system with quantitatively adjustable impedance
CN106787871B (en) A kind of LC code converter of multivariable feedback controller

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: Power supply design method based on frequency domain analysis

Effective date of registration: 20180725

Granted publication date: 20171219

Pledgee: Shenzhen high tech investment and financing Company limited by guarantee

Pledgor: SHENZHEN YEHE TECHNOLOGY DEVELOPMENT CO.,LTD.

Registration number: 2018990000601

PE01 Entry into force of the registration of the contract for pledge of patent right
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20171219

CF01 Termination of patent right due to non-payment of annual fee