CN107561347A - Voltage dip order of severity evaluation method and system - Google Patents

Voltage dip order of severity evaluation method and system Download PDF

Info

Publication number
CN107561347A
CN107561347A CN201710702832.1A CN201710702832A CN107561347A CN 107561347 A CN107561347 A CN 107561347A CN 201710702832 A CN201710702832 A CN 201710702832A CN 107561347 A CN107561347 A CN 107561347A
Authority
CN
China
Prior art keywords
voltage
mrow
voltage dip
msub
event
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.)
Granted
Application number
CN201710702832.1A
Other languages
Chinese (zh)
Other versions
CN107561347B (en
Inventor
马智远
莫文雄
王勇
许中
李智宁
周凯
郭倩雯
张显聪
罗杰
李文梓
梁旭懿
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.)
Guangzhou Power Supply Bureau of Guangdong Power Grid Co Ltd
Original Assignee
Guangzhou Power Supply Bureau 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 Guangzhou Power Supply Bureau Co Ltd filed Critical Guangzhou Power Supply Bureau Co Ltd
Priority to CN201710702832.1A priority Critical patent/CN107561347B/en
Publication of CN107561347A publication Critical patent/CN107561347A/en
Application granted granted Critical
Publication of CN107561347B publication Critical patent/CN107561347B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

The present invention relates to a kind of voltage dip order of severity evaluation method and system, and the weight function of voltage dip performance impact degree is calculated according to voltage dip tolerance curve, voltage dip disturbance degree is calculated according to the weight function;Wherein, the voltage dip disturbance degree represents the order of severity of voltage dip event;Calculate the time parameter of corresponding sampled point respectively according to the measurement voltage value of each sampled point during voltage dip, the time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, obtain the single voltage dip performance parameter of corresponding sampled point;The maximum in voltage dip performance parameter is set to the single voltage dip order of severity of voltage dip event.

Description

Voltage dip order of severity evaluation method and system
Technical field
The present invention relates to power quality analysis technical field, more particularly to a kind of voltage dip order of severity evaluation method And system.
Background technology
Voltage dip is the key problem that power quality field is faced.Voltage dip causes larger to industrial user Influence, the huge economic losses for endangering and its bringing caused by voltage dip are the major issues that many users face.To calculate Many precise electronic and power electronic controller based on machine, microprocessor controller is very sensitive to voltage dip.
Temporarily drop point is index more conventional in the detection of the voltage dip order of severity, and the index has been powered that department is actual to answer With being characterized in considering the temporary drop event of any duration, in practice using relatively broad.In addition, temporarily drop event is tight Principal characteristic index, energy indexes, SARFI (System Average RMS Variation Frequency Index, system voltage Mean effective value rate of change index) index index, isopotential map, statistical table etc. be also detect the voltage dip order of severity conventional Index.However, these indexs are when carrying out the detection of the voltage dip order of severity, generally to detect accuracy relatively low.
The content of the invention
Based on this, it is necessary to for detecting the problem of accuracy is relatively low, there is provided a kind of voltage dip order of severity evaluation side Method and system.
A kind of voltage dip order of severity evaluation method, comprises the following steps:
The weight function of voltage dip performance impact degree is calculated according to voltage dip tolerance curve, according to the weight function Calculate voltage dip disturbance degree;Wherein, the voltage dip disturbance degree represents the order of severity of voltage dip event;
Calculate the time parameter of corresponding sampled point respectively according to the measurement voltage value of each sampled point during voltage dip, The time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, obtains the single voltage dip of corresponding sampled point Performance parameter;
The maximum in voltage dip performance parameter is set to the single voltage dip order of severity of voltage dip event.
A kind of voltage dip order of severity evaluation system, including:
First computing module, for calculating the weights letter of voltage dip performance impact degree according to voltage dip tolerance curve Number, voltage dip disturbance degree is calculated according to the weight function;Wherein, the voltage dip disturbance degree represents voltage dip event The order of severity;
Second computing module, for being calculated respectively correspondingly according to the measurement voltage value of each sampled point during voltage dip The time parameter of sampled point, the time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, obtain corresponding adopt The single voltage dip performance parameter of sampling point;
Setup module, the single voltage for the maximum in voltage dip performance parameter to be set to voltage dip event are temporary The order of severity drops.
Above-mentioned voltage dip order of severity evaluation method and system, by the weights letter for calculating voltage dip performance impact degree Number, so as to calculate voltage dip disturbance degree, single electricity is calculated according to the measurement voltage value of each sampled point during voltage dip Pressure temporarily drop performance parameter, and the single voltage dip that the maximum in voltage dip performance parameter is set to voltage dip event is tight Weight degree, available for the accurate assessment of voltage dip, it effectively prevent the excessive assessment in existing index, owe the problem of estimation, Improve voltage dip order of severity detection accuracy.
Brief description of the drawings
Fig. 1 is the voltage dip order of severity evaluation method flow chart of one embodiment;
Fig. 2 is the sensitive equipment broad sense tolerance curve of one embodiment;
Fig. 3 (a) is that the key node schematic diagram of determination temporarily drops in the single-phase/two-phase voltage of one embodiment;
Fig. 3 (b) is the key node schematic diagram that the three-phase voltage sag of one embodiment determines;
Fig. 4 (a) is that the weight function curve for the duration disturbance degree that the single-phase/two-phase voltage of one embodiment temporarily drops shows It is intended to;
Fig. 4 (b) is the weight function curve synoptic diagram of the duration disturbance degree of the three-phase voltage sag of one embodiment;
Fig. 5 (a) is the weight function curve signal for the amplitude disturbance degree that the single-phase/two-phase voltage of one embodiment temporarily drops Figure;
Fig. 5 (b) is the weight function curve synoptic diagram of the amplitude disturbance degree of the three-phase voltage sag of one embodiment;
Fig. 6 (a) is the actual instantaneous value waveform diagram of voltage dip of certain voltage dip event of one embodiment;
Fig. 6 (b) is the actual root mean square waveform diagram of voltage dip of certain voltage dip event of one embodiment;
Fig. 7 is the module map of the voltage dip order of severity evaluation system of one embodiment.
Embodiment
Technical scheme is illustrated below in conjunction with the accompanying drawings.
The detailed reasoning analysis method of following discloses and demonstration analysis example.However, specific reasoning and analysis disclosed herein Procedural details are demonstrated merely for the sake of description analyzes the purpose of example.
It should be appreciated, however, that the present invention is not limited to disclosed particular exemplary embodiment, but covering falls into disclosure model Enclose interior all modifications, equivalent and alternative.In the description to whole accompanying drawings, identical reference represents identical member Part.
As shown in figure 1, the present invention provides a kind of voltage dip order of severity evaluation method, it may include following steps:
S1, the weight function of voltage dip performance impact degree is calculated according to voltage dip tolerance curve, according to the weights Function calculates voltage dip disturbance degree;Wherein, the voltage dip disturbance degree represents the order of severity of voltage dip event;
Sensitive equipment tolerance curve with reference to shown in Fig. 2, voltage dip duration and voltage dip amplitude are considered respectively To the order of severity influence characteristic of voltage dip event, the duration is longer, the more low then voltage dip of amplitude is more serious, corresponding It is also bigger to influence angle value, is specially:The voltage dip event occurred in Fig. 2 in fault-free region will not cause equipment fault, then In this region the influence angle value strainization of voltage dip duration and voltage dip amplitude slowly, and close to 0;In failure Voltage dip event in region, can cause equipment fault, therefore voltage dip duration and voltage dip width in this region The influence angle value of value should be shallower, and close to 1;Voltage dip event in uncertain region, the voltage dip duration or The change of voltage dip amplitude can produce large effect to equipment, and the disturbance degree value changes of the two are very fast, and duration and width Be worth influences should have the faster characteristic of the gentle intermediate change in both ends to the order of severity of voltage dip event.Therefore, in a reality Apply in example, can use using minor function and be used as duration and the weight function of amplitude:
Wherein K, a, b are control parameter, herein K=1;X is independent variable, in the present invention correspond to temporarily drop duration T or Temporary decline U;Y is dependent variable, corresponds to weight function TD (T), the TD of temporarily drop duration T disturbance degree in the present invention3(T) or Weight function MD (U), the MD of temporary decline U disturbance degrees3(U).The weight function that the present embodiment uses can largely simulation Influence characteristic of the duration with amplitude to voltage dip event under truth, improves follow-up accuracy in computation.
In one embodiment, the trip point of the voltage dip tolerance curve can be obtained;According in the trip point Maximum and minimum calculate the control parameter of the weight function;The weight function is determined according to the control parameter.
Event and two-phase voltage temporarily drop in single-phase voltage, and temporarily the event of dropping can be used as a kind of voltage dip event to consider, due to it It is asymmetric temporarily drop, therefore for both asymmetric single-phase/two-phases, temporarily drop gives unified mark for C4.110 working groups Accurate temporarily drop tolerance curve, and the SEMI F47 curves, ITIC curves in existing standard tolerance curve be not for temporarily drop type Difference provides corresponding tolerance curve, therefore thinks that SEMI F47 curves are applied to all temporarily drop classes with ITIC curves in the present invention Type;On the other hand, due to difference between various criterion tolerance curve, to consider different standard toleragenic curves as a whole, this Standard curve these three tolerance curves that invention combines that SEMI F47 curves, ITIC curves and C4.110 working groups provide, energy Enough so that the selection of key node is more accurate.It is 0.02s, 0.2s and 0.5s in the duration as shown in Fig. 3 (a), tolerance is bent Line saltus step, when temporary decline is 0.4,0.5,0.7 and 0.8, tolerance curve saltus step.The saltus step of tolerance curve shows the shape of equipment State is mutated, i.e., the duration of voltage dip or temporary decline, which change minimum value, will cause the mutation of equipment state.And In each duration section, when temporary decline determines that the duration has little to no effect to equipment state, in each temporary decline area In section, determined when the duration, temporary decline has little to no effect to the state of equipment, therefore these trip points are to determine to influence The key of function distribution to be spent, selects two extreme values respectively, the key point for determining the voltage dip duration is 0.02s and 0.5s, The key point of voltage dip amplitude is 0.4 and 0.8.
Temporarily dropped for three-phase, according to existing standard toleragenic curve SEMI F47 curves, ITIC curves and C4.110 works Tolerance curve temporarily drops for the standard that symmetrical three-phase temporarily drops as what group provided, as shown in Fig. 3 (b), it is contemplated that identical temporarily drop feelings Under condition three-phase the order of severity temporarily drops and should be higher than single-phase, therefore three curves are combined obtain a sensitivity the most serious here The coenvelope line of equipment tolerance curve, i.e. Fig. 3 (b), for this curve, when the duration is 0.02s, 0.2s, tolerance is bent Line saltus step, when temporary decline is 0.7,0.8, tolerance curve saltus step, two extreme values is selected respectively, it is thus determined that the duration Key point is 0.02s and 0.2s, and the key point of temporary decline is 0.7 and 0.8.
Temporarily dropped for single-phase/two-phase, in the temporarily weight function of disturbance degree corresponding to drop duration T, it is believed that curve Lower section is faulty section, and it influences angle value close to 1, and is non-faulty section above curve, and it influences angle value close to 0, can choose 95% confidential interval, therefore it is 0.05 to make influence angle value corresponding to duration 0.02s, is influenceed corresponding to the duration 0.5 Angle value is 0.95, and is mapped as according to duration criterion Interval Maps, 0.02s standardization mapping value for 0,0.5s 0.375, therefore the weight function of disturbance degree corresponding to duration T crosses point (0,0.05) and (0.375,0.95), expression formula are:
It similarly can obtain three-phase and temporarily fall the weight function expression formula of disturbance degree corresponding to duration T and be:
Shown in voltage dip duration disturbance degree change curve such as Fig. 4 (a) that single-phase/two-phase voltage temporarily drops, three-phase electricity Press shown in the voltage dip duration disturbance degree change curve such as Fig. 4 (b) temporarily dropped.
Temporarily dropped for single-phase/two-phase, in the weight function of disturbance degree corresponding to temporary decline U, it is believed that below curve For faulty section, it influences angle value close to 1, and is non-faulty section above curve, and its disturbance degree angle value chooses 95% close to 0 Confidential interval, influence angle value when to make amplitude be 0.4 is 0.95, and influence angle value when amplitude is 0.8 is 0.15, therefore temporarily drop The weight function of disturbance degree corresponding to amplitude U crosses point (0.4,0.95) and (0.8,0.15), and expression formula is:
The weight function expression formula that similarly can obtain disturbance degree corresponding to the temporary decline U that three-phase is temporarily fallen is:
Shown in voltage dip amplitude disturbance degree change curve such as Fig. 5 (a) that single-phase/two-phase voltage temporarily drops, three-phase voltage is temporary Shown in voltage dip amplitude disturbance degree change curve such as Fig. 5 (b) of drop.
Further, the voltage magnitude U and duration T during event temporarily drops temporarily are dropped for single-phase/two-phase, can distinguished Calculating it influences angle value, then uses what normalization modulus value quantization means amplitude after the two combination was characterized with the duration The temporarily drop order of severity, modulus value show that more greatly temporarily drop is more serious, and calculation formula is:
In formula, MTD (U, T) is that the voltage dip disturbance degree that event temporarily drops in event or two-phase voltage, MD temporarily drop in single-phase voltage (U) temporarily drop event or two-phase voltage for single-phase voltage and temporarily drop voltage dip disturbance degree, TD corresponding to the voltage dip amplitude of event (T) temporarily drop event or two-phase voltage for single-phase voltage and temporarily drop voltage dip influence corresponding to the voltage dip duration of event Degree.
Similarly, corresponding disturbance degree calculation formula is as follows during three-phase voltage sag:
In formula, MTD3(U, T) is voltage dip disturbance degree, MD3(U) it is the voltage dip amplitude of three-phase voltage sag event Corresponding voltage dip disturbance degree, TD3(T) it is voltage dip corresponding to the voltage dip duration of three-phase voltage sag event Disturbance degree.
S2, calculate the time ginseng of corresponding sampled point respectively according to the measurement voltage value of each sampled point during voltage dip Number, the time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, obtain the single voltage of corresponding sampled point Temporarily drop performance parameter;
This step can be assessed the single event voltage dip order of severity.Specifically, event temporarily drops for certain, and it is first Voltage dip s is first described using voltage U and time t functional relation:
U=s (t) or t=s-1(U)
Then in conjunction with temporary drop measurement voltage Wave data, for any one voltage magnitude U during temporarily dropc, generally It is U that voltage in waveform temporarily drops in corresponding measurement voltagecTwo time point tc1, tc2.Definition:
T(Uc)=| tc1-tc2|(0.1≤Uc≤0.9)
T (U in formulac) it is that voltage magnitude is no more than U during temporarily droppingcThe corresponding time.UcRepresent the values of U at any time.
Finally by a series of rational voltage thresholds are chosen, using its corresponding duration time sequence as a kind of more temporarily drops Threshold value and the voltage dip new description of duration.
Threshold value and duration time sequence T (0.9), T (0.9-h), T (0.9-2h) ... T (0.1) will temporarily drop more in the present invention As the new description method of voltage dip, h=0.1.For above-mentioned each threshold value, can respectively obtain:
MTD(0.9,T(0.9)),MTD(0.9-h,T(0.9-h)),
MTD(0.9-2h,T(0.9-2h)),…,MTD(0.1,T(0.1))
And
MTD3(0.9,T(0.9)),MTD3(0.9-h,T(0.9-h)),
MTD3(0.9-2h,T(0.9-2h)),…,MTD3(0.1,T(0.1))
S3, the maximum in voltage dip performance parameter is set to the serious journey of single voltage dip of voltage dip event Degree.
The Severity of event temporarily drops for single, and the present invention proposes a kind of electricity that method is described based on multi thresholds Combined influence degree index temporarily drops in pressure, wherein the influence angle value that single-phase/two-phase temporarily drops is calculated as follows:
D=max MTD (0.9, T (0.9)), MTD (0.9-h, T (0.9-h)),
MTD (0.9-2h, T (0.9-2h)) ..., MTD (0.1, T (0.1)) }
The influence angle value that three-phase temporarily drops is calculated as follows:
D3=max { MTD3(0.9,T(0.9)),MTD3(0.9-h,T(0.9-h)),
MTD3(0.9-2h, T (0.9-2h)) ..., MTD3(0.1,T(0.1))}
I.e. by disturbance degree corresponding to each voltage threshold during calculating temporarily drop and its duration, maximum is chosen to weigh Measure the voltage dip order of severity.The index has also taken into account duration and amplitude while actual waveform feature is considered Influence, temporarily drop seriousness can be portrayed more comprehensively, exactly.
In addition, voltage dip order of severity evaluation method of the invention can also be to the temporary drop order of severity of node voltage Assessed.Specifically, the order of severity temporarily drops in the node total voltage that can obtain all previous voltage dip event of individual node respectively; The average value that the node total voltage of all previous voltage dip event of the individual node is temporarily dropped to the order of severity is temporary as the voltage The order of severity temporarily drops in the node average voltage of drop event.
Because temporarily drop event may occur repeatedly for individual node, therefore, with the voltage dip combined influence degree of single event Based on index, in one embodiment, the voltage dip seriousness assessment that index is used for individual node can be defined as follows:
The node total voltage of r-th of node temporarily drops the order of severity and is expressed as follows:
The node average voltage of r-th of node temporarily drops the order of severity and is expressed as follows:
N in formularTotal temporarily drop number that r-th of node occurs in expression system, MrRepresent NrThe number that middle three-phase temporarily drops;Dl Represent that the voltage dip disturbance degree of event temporarily drops in the l times single-phase/two-phase, can be by the single event voltage dip order of severity D is calculated;D3,lRepresent that the disturbance degree of event temporarily drops in the l times three-phase, the D in the single event voltage dip order of severity can be passed through3Meter Calculate.
In addition, voltage dip order of severity detection method of the invention can also be temporary to user class and system step voltage The drop order of severity is assessed.Specifically, the order of severity temporarily drops in the node total voltage that can obtain each node respectively;According to each The order of severity temporarily drops in the node total voltage of individual node and the user of the quantity calculating voltage dip event of destination node puts down The equal voltage dip order of severity;Wherein, the destination node is the node that voltage dip event occurs;According to the section of each node The order of severity temporarily drops in point total voltage and serious journey temporarily drops in the system average voltage of the node total number calculating voltage dip event Degree.
A usual system includes multiple nodes, thus temporarily drops seriousness for the system voltage with m node and comment Estimate and can be defined as follows index:
The order of severity temporarily drops in user's average voltage:
The order of severity temporarily drops in system average voltage:
In formula, ASDC is that the order of severity temporarily drops in user's average voltage, and ASDS is that the order of severity temporarily drops in system average voltage, SDrThe order of severity, N temporarily drop in the node total voltage for r-th of noderThe total degree of voltage dip event occurs for r-th of node, MrThe total degree of three-phase voltage sag event, D occur for r-th of nodelFor the l times single-phase voltage, event or two-phase voltage temporarily drop The temporarily voltage dip disturbance degree of drop event, D3,lFor the voltage dip disturbance degree of the l times three-phase voltage sag event, NCFor system Targeted customer's number of temporarily drop event occurs for interior each node, i.e., all numbers of users temporarily dropped, N occur under each nodeSAlways used for system Amount, m are the node total number in system.
Illustrate the technique effect of the present invention below by way of an embodiment.
Certain urban distribution network electric energy quality monitoring system is chosen on 2 29th, 2,012 15:59:39 certain voltage occurred are temporary The actual waveform of drop event calculates its combined influence degree index as shown in fig. 6, by taking this voltage dip event as an example.
Temporary drop event shown in Fig. 6, this event are that two-phase temporarily drops, the disturbance degree calculation formula temporarily dropped from two-phase, Voltage dip multi thresholds are described in method, to voltage threshold 0.9,0.8,0.7,0.6,0.5,0.4,0.3,0.2,0.1, are calculated each (0.7 ... ..., T (0.1), result of calculation are by the voltage dip duration T (0.9) of threshold value mapping, T (0.8), T:0.0633s、 0.0448s, 0.0204s, 0s, 0s, 0s, 0s, 0s, 0s, when the sequence is more temporarily drop threshold values corresponding to this event and is lasting Between sequence.Calculate this it is temporary drop threshold value and duration time sequence corresponding to influence angle value, as a result for:0.0711、0.0645、 0.0971st, 0,0,0,0,0,0, based on above-mentioned result of calculation, the consideration that can finally obtain corresponding to the temporary drop event temporarily drop type with The single voltage dip order of severity of the voltage dip order of severity evaluation method of multi thresholds description is 0.0971.
In description method temporarily drops in conventional voltage, according to Fig. 6, it is 0.6989 that can obtain voltage dip amplitude, and voltage dip is held The continuous time is 0.0600s, and the single voltage dip order of severity of calculating is 0.1111.
Fig. 6 is typical non-rectangle waveform, however, being 0.6989 rectangle for being 0.0600s with the duration for amplitude The temporary drop event of ripple type, the single voltage dip order of severity described using traditional description method with multi thresholds obtained by method are equal For 0.1111, the result is identical with the influence angle value calculated using traditional description method in Fig. 6 obtained by temporary drop event, relatively using The single voltage dip order of severity 0.0971 that invention multi thresholds describe method calculating is big, thus, according to traditional description method meter The temporary drop event order of severity for the both types that the single voltage dip order of severity of calculation is reflected is identical, and according to multi thresholds The single voltage dip order of severity that description method calculates, the temporary drop event of square wave type are temporary compared with non-rectangle wave voltage in Fig. 6 Drop event is more serious, and the result more tallies with the actual situation.Thus illustrate, the single voltage of method calculating is described using multi thresholds Temporarily drop severity can avoid that the temporary drop event of non-rectangle type is caused excessively to assess, and its assessment result is relatively using biography Description method of uniting is more reasonable.
Type and the voltage dip order of severity comprehensive assessment of multi thresholds description temporarily drop in a kind of consideration proposed by the invention Method, major advantage are to consider the sensitive equipment tolerance curves under different temporarily drop types, can more accurately reflect list The voltage dip order of severity under type Bu Tong temporarily drops in phase/two-phase and three-phase;Using more temporarily drop threshold values and duration time sequence Description method instead of traditional voltage dip describing mode, can more accurately portray the actual waveform that reflecting voltage temporarily drops Feature;Multi thresholds describing mode is combined with weight function, proposes commented suitable for single event, node and system respectively The combined influence degree index estimated, available for the accurate assessment of voltage dip, it effectively prevent the excessive assessment in existing index, owe The problem of estimation.
Type and the voltage dip order of severity comprehensive assessment side of multi thresholds description are temporarily dropped by a kind of consideration of the present invention Method, the order of severity that voltage dip event conveniently and effectively single incident, node and system can occur accurately are commented Estimate.
As shown in fig. 7, the present invention also provides a kind of voltage dip order of severity evaluation system, it may include:
First computing module 10, for calculating the weights letter of voltage dip performance impact degree according to voltage dip tolerance curve Number, voltage dip disturbance degree is calculated according to the weight function;Wherein, the voltage dip disturbance degree represents voltage dip event The order of severity;
Second computing module 20, for being calculated respectively pair according to the measurement voltage value of each sampled point during voltage dip The time parameter of sampled point is answered, the time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, is obtained correspondingly The single voltage dip performance parameter of sampled point;
Setup module 30, for the maximum in voltage dip performance parameter to be set to the single voltage of voltage dip event The temporarily drop order of severity.
The voltage dip order of severity evaluation method one of the voltage dip order of severity evaluation system of the present invention and the present invention One correspondence, the technical characteristic illustrated in the embodiment of above-mentioned voltage dip order of severity evaluation method and its advantage are applicable In the embodiment of voltage dip order of severity evaluation system, hereby give notice that.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for Instruction execution system, device or equipment (such as computer based system including the system of processor or other can be held from instruction The system of row system, device or equipment instruction fetch and execute instruction) use, or combine these instruction execution systems, device or set It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicate, propagate or pass Defeated program is for instruction execution system, device or equipment or the dress used with reference to these instruction execution systems, device or equipment Put.
The more specifically example (non-exhaustive list) of computer-readable medium includes following:Connected up with one or more Electrical connection section (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage (ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits Reservoir (CDROM).In addition, computer-readable medium, which can even is that, to print the paper of described program thereon or other are suitable Medium, because can then enter edlin, interpretation or if necessary with it for example by carrying out optical scanner to paper or other media His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned In embodiment, software that multiple steps or method can be performed in memory and by suitable instruction execution system with storage Or firmware is realized.If, and in another embodiment, can be with well known in the art for example, realized with hardware Any one of row technology or their combination are realized:With the logic gates for realizing logic function to data-signal Discrete logic, have suitable combinational logic gate circuit application specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description Point is contained at least one embodiment or example of the present invention.In this manual, to the schematic representation of above-mentioned term not Necessarily refer to identical embodiment or example.Moreover, specific features, structure, material or the feature of description can be any One or more embodiments or example in combine in an appropriate manner.
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality Apply all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited In contradiction, the scope that this specification is recorded all is considered to be.
Embodiment described above only expresses the several embodiments of the present invention, and its description is more specific and detailed, but simultaneously Can not therefore it be construed as limiting the scope of the patent.It should be pointed out that come for one of ordinary skill in the art Say, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the protection of the present invention Scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.

Claims (10)

1. a kind of voltage dip order of severity evaluation method, it is characterised in that comprise the following steps:
The weight function of voltage dip performance impact degree is calculated according to voltage dip tolerance curve, is calculated according to the weight function Voltage dip disturbance degree;Wherein, the voltage dip disturbance degree represents the order of severity of voltage dip event;
Calculate the time parameter of corresponding sampled point respectively according to the measurement voltage value of each sampled point during voltage dip, respectively The time parameter of each sampled point is substituted into the voltage dip disturbance degree, obtains the single voltage dip performance of corresponding sampled point Parameter;
The maximum in voltage dip performance parameter is set to the single voltage dip order of severity of voltage dip event.
2. voltage dip order of severity evaluation method according to claim 1, it is characterised in that be resistant to according to voltage dip The step of weight function of curve calculating voltage dip performance impact degree, includes:
Obtain the trip point of the voltage dip tolerance curve;
Maximum and minimum in the trip point calculate the control parameter of the weight function;
The weight function is determined according to the control parameter.
3. voltage dip order of severity evaluation method according to claim 1, it is characterised in that according to the weight function The step of calculating voltage dip disturbance degree includes:
Event is temporarily dropped for the temporary drop event of single-phase voltage or two-phase voltage, voltage dip disturbance degree is calculated according to following manner:
<mrow> <mi>M</mi> <mi>T</mi> <mi>D</mi> <mrow> <mo>(</mo> <mi>U</mi> <mo>,</mo> <mi>T</mi> <mo>)</mo> </mrow> <mo>=</mo> <msqrt> <mfrac> <mrow> <mi>M</mi> <mi>D</mi> <msup> <mrow> <mo>(</mo> <mi>U</mi> <mo>)</mo> </mrow> <mn>2</mn> </msup> <mo>+</mo> <mi>T</mi> <mi>D</mi> <msup> <mrow> <mo>(</mo> <mi>T</mi> <mo>)</mo> </mrow> <mn>2</mn> </msup> </mrow> <mn>2</mn> </mfrac> </msqrt> <mo>;</mo> </mrow>
In formula, MTD (U, T) is that the voltage dip disturbance degree that event temporarily drops in event or two-phase voltage temporarily drops in single-phase voltage, and MD (U) is Voltage dip disturbance degree corresponding to the voltage dip amplitude of event temporarily drops in single-phase voltage temporarily drop event or two-phase voltage, and TD (T) is Voltage dip disturbance degree corresponding to the voltage dip duration of event temporarily drops in single-phase voltage temporarily drop event or two-phase voltage.
4. voltage dip order of severity evaluation method according to claim 3, it is characterised in that according to the weight function The step of calculating voltage dip disturbance degree includes:
For three-phase voltage sag event, voltage dip disturbance degree is calculated according to following manner:
<mrow> <msub> <mi>MTD</mi> <mn>3</mn> </msub> <mrow> <mo>(</mo> <mi>U</mi> <mo>,</mo> <mi>T</mi> <mo>)</mo> </mrow> <mo>=</mo> <msqrt> <mfrac> <mrow> <msub> <mi>MD</mi> <mn>3</mn> </msub> <msup> <mrow> <mo>(</mo> <mi>U</mi> <mo>)</mo> </mrow> <mn>2</mn> </msup> <mo>+</mo> <msub> <mi>TD</mi> <mn>3</mn> </msub> <msup> <mrow> <mo>(</mo> <mi>T</mi> <mo>)</mo> </mrow> <mn>2</mn> </msup> </mrow> <mn>2</mn> </mfrac> </msqrt> <mo>;</mo> </mrow>
In formula, MTD3(U, T) is voltage dip disturbance degree, MD3(U) it is corresponding for the voltage dip amplitude of three-phase voltage sag event Voltage dip disturbance degree, TD3(T) influenceed for voltage dip corresponding to the voltage dip duration of three-phase voltage sag event Degree.
5. voltage dip order of severity evaluation method according to claim 4, it is characterised in that further comprising the steps of:
The order of severity temporarily drops in the node total voltage for obtaining all previous voltage dip event of individual node respectively;
The node total voltage of all previous voltage dip event of the individual node is temporarily dropped into the average value of the order of severity as the electricity The order of severity temporarily drops in the node average voltage that event temporarily drops in pressure.
6. voltage dip order of severity evaluation method according to claim 5, it is characterised in that obtain individual node respectively The step of order of severity temporarily drops in the node total voltage of all previous voltage dip event includes:
The order of severity temporarily drops in the node total voltage that individual node is calculated according to following manner:
<mrow> <msub> <mi>SD</mi> <mi>r</mi> </msub> <mo>=</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>l</mi> <mo>=</mo> <mn>1</mn> </mrow> <mrow> <mi>N</mi> <mo>-</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> </munderover> <msub> <mi>D</mi> <mi>l</mi> </msub> <mo>+</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mn>1</mn> <mo>=</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> <msub> <mi>N</mi> <mi>r</mi> </msub> </munderover> <msub> <mi>D</mi> <mrow> <mn>3</mn> <mo>,</mo> <mi>l</mi> </mrow> </msub> <mo>;</mo> </mrow>
In formula, SDrThe order of severity, N temporarily drop in the node total voltage for r-th of noderVoltage dip event occurs for r-th of node Total degree, MrThe total degree of three-phase voltage sag event, D occur for r-th of nodelFor the l times single-phase voltage temporarily drop event or The voltage dip disturbance degree of event, D temporarily drop in two-phase voltage3,lFor the voltage dip disturbance degree of the l times three-phase voltage sag event.
7. voltage dip order of severity evaluation method according to claim 1, it is characterised in that further comprising the steps of:
The order of severity temporarily drops in the node total voltage for obtaining each node respectively;
The quantity that the order of severity and destination node are temporarily dropped according to the node total voltage of each node calculates the voltage dip thing The order of severity temporarily drops in user's average voltage of part;Wherein, the destination node is the node that voltage dip event occurs;
It is according to what the node total voltage of each node temporarily dropped that the order of severity and node total number calculate the voltage dip event The order of severity temporarily drops in system average voltage.
8. voltage dip order of severity evaluation method according to claim 7, it is characterised in that according to the section of each node The order of severity temporarily drops in point total voltage and user's average voltage of the quantity calculating voltage dip event of destination node temporarily drops The step of order of severity, includes:
User's average voltage is calculated according to following manner and temporarily drops the order of severity:
<mrow> <mi>A</mi> <mi>S</mi> <mi>D</mi> <mi>C</mi> <mo>=</mo> <mfrac> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>r</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>m</mi> </munderover> <mrow> <mo>(</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>l</mi> <mo>=</mo> <mn>1</mn> </mrow> <mrow> <msub> <mi>N</mi> <mi>r</mi> </msub> <mo>-</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> </munderover> <msub> <mi>D</mi> <mi>l</mi> </msub> <mo>+</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>l</mi> <mo>=</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> <mi>N</mi> </munderover> <msub> <mi>D</mi> <mrow> <mn>3</mn> <mo>,</mo> <mi>l</mi> </mrow> </msub> <mo>)</mo> </mrow> </mrow> <msub> <mi>N</mi> <mi>C</mi> </msub> </mfrac> <mo>=</mo> <mfrac> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>r</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>m</mi> </munderover> <msub> <mi>SD</mi> <mi>r</mi> </msub> </mrow> <msub> <mi>N</mi> <mi>C</mi> </msub> </mfrac> <mo>;</mo> </mrow>
In formula, ASDC is that the order of severity, SD temporarily drop in user's average voltagerSerious journey temporarily drops in the node total voltage for r-th of node Degree, NrThe total degree of voltage dip event, M occur for r-th of noderThe total of three-phase voltage sag event occurs for r-th of node Number, DlFor the l times single-phase voltage, the voltage dip disturbance degree that event temporarily drops in event or two-phase voltage, D temporarily drop3,lFor the l times three The voltage dip disturbance degree of phase voltage sag event, NCFor targeted customer's number in system, m is the node total number in system.
9. voltage dip order of severity evaluation method according to claim 7, it is characterised in that according to the section of each node The order of severity temporarily drops in point total voltage and serious journey temporarily drops in the system average voltage of the node total number calculating voltage dip event The step of spending includes:
The system average voltage is calculated according to following manner and temporarily drops the order of severity:
<mrow> <mi>A</mi> <mi>S</mi> <mi>D</mi> <mi>S</mi> <mo>=</mo> <mfrac> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>r</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>m</mi> </munderover> <mrow> <mo>(</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>l</mi> <mo>=</mo> <mn>1</mn> </mrow> <mrow> <msub> <mi>N</mi> <mi>r</mi> </msub> <mo>-</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> </munderover> <msub> <mi>D</mi> <mi>l</mi> </msub> <mo>+</mo> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>l</mi> <mo>=</mo> <msub> <mi>M</mi> <mi>r</mi> </msub> </mrow> <mi>N</mi> </munderover> <msub> <mi>D</mi> <mrow> <mn>3</mn> <mo>,</mo> <mi>l</mi> </mrow> </msub> <mo>)</mo> </mrow> </mrow> <msub> <mi>N</mi> <mi>S</mi> </msub> </mfrac> <mo>=</mo> <mfrac> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>r</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>m</mi> </munderover> <msub> <mi>SD</mi> <mi>r</mi> </msub> </mrow> <msub> <mi>N</mi> <mi>S</mi> </msub> </mfrac> <mo>;</mo> </mrow>
In formula, ASDS is that the order of severity, SD temporarily drop in system average voltagerSerious journey temporarily drops in the node total voltage for r-th of node Degree, NrThe total degree of voltage dip event, M occur for r-th of noderThe total of three-phase voltage sag event occurs for r-th of node Number, DlFor the l times single-phase voltage, the voltage dip disturbance degree that event temporarily drops in event or two-phase voltage, D temporarily drop3,lFor the l times three The voltage dip disturbance degree of phase voltage sag event, NSFor the total number of users of system, m is the node total number in system.
A kind of 10. voltage dip order of severity evaluation system, it is characterised in that including:
First computing module, for calculating the weight function of voltage dip performance impact degree, root according to voltage dip tolerance curve Voltage dip disturbance degree is calculated according to the weight function;Wherein, the voltage dip disturbance degree represents the tight of voltage dip event Weight degree;
Second computing module, for calculating corresponding sampling respectively according to the measurement voltage value of each sampled point during voltage dip The time parameter of point, the time parameter of each sampled point is substituted into the voltage dip disturbance degree respectively, obtain corresponding sampled point Single voltage dip performance parameter;
Setup module, the single voltage dip for the maximum in voltage dip performance parameter to be set to voltage dip event are tight Weight degree.
CN201710702832.1A 2017-08-16 2017-08-16 Method and system for evaluating severity of voltage sag Active CN107561347B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710702832.1A CN107561347B (en) 2017-08-16 2017-08-16 Method and system for evaluating severity of voltage sag

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710702832.1A CN107561347B (en) 2017-08-16 2017-08-16 Method and system for evaluating severity of voltage sag

Publications (2)

Publication Number Publication Date
CN107561347A true CN107561347A (en) 2018-01-09
CN107561347B CN107561347B (en) 2020-11-03

Family

ID=60975594

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710702832.1A Active CN107561347B (en) 2017-08-16 2017-08-16 Method and system for evaluating severity of voltage sag

Country Status (1)

Country Link
CN (1) CN107561347B (en)

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109307795A (en) * 2018-11-30 2019-02-05 广东电网有限责任公司 Data point detection method and device
CN109856505A (en) * 2019-01-11 2019-06-07 广州供电局有限公司 The immunization time detection method of voltage dip
CN110137947A (en) * 2019-05-10 2019-08-16 华南理工大学 Severity method temporarily drops in a kind of network voltage based on ITIC curve
CN110196377A (en) * 2019-04-18 2019-09-03 华南理工大学 Ranking method temporarily drops in a kind of network voltage
CN110687344A (en) * 2019-10-24 2020-01-14 南京南瑞继保电气有限公司 Single-phase voltage sag detection method and device, voltage restorer, equipment and medium
CN111506878A (en) * 2020-04-08 2020-08-07 国网湖北省电力有限公司电力科学研究院 Node number selection device and method based on sag system index random sample estimation
CN111722002A (en) * 2020-06-29 2020-09-29 国网四川省电力公司电力科学研究院 Novel voltage sag severity assessment method
CN112285454A (en) * 2020-09-11 2021-01-29 国网天津市电力公司电力科学研究院 Voltage sag severity evaluation method based on improved energy index
CN112686549A (en) * 2020-12-31 2021-04-20 华南理工大学 Node voltage sag severity evaluation method, device, equipment and storage medium
CN112881824A (en) * 2021-01-08 2021-06-01 国网安徽省电力有限公司电力科学研究院 Method and device for evaluating influence of voltage sag of medium-voltage system on computer equipment
CN113849954A (en) * 2021-07-05 2021-12-28 华北电力大学 Method for evaluating voltage sag tolerance capability of power electronic transformer

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6118676A (en) * 1998-11-06 2000-09-12 Soft Switching Technologies Corp. Dynamic voltage sag correction
KR20070003175A (en) * 2005-06-30 2007-01-05 엘에스산전 주식회사 Method for compensating a voltage by using the multi-layer perceptron model
CN103424654A (en) * 2013-08-02 2013-12-04 华南理工大学 Method for assessing voltage sag sensitivity of sensitive equipment
CN103886518A (en) * 2014-03-21 2014-06-25 国家电网公司 Early warning method for voltage sag based on electric energy quality data mining at monitoring point
CN104849763A (en) * 2015-04-03 2015-08-19 中国石油化工股份有限公司江汉油田分公司勘探开发研究院 Method for standardizing multi-well logging curves with low-frequency trends
CN105893757A (en) * 2016-04-01 2016-08-24 国网河南省电力公司电力科学研究院 Voltage sag severity comprehensive evaluation method
CN105930976A (en) * 2016-04-28 2016-09-07 华北电力大学 Node voltage sag severity comprehensive assessment method based on weighted ideal point method

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6118676A (en) * 1998-11-06 2000-09-12 Soft Switching Technologies Corp. Dynamic voltage sag correction
KR20070003175A (en) * 2005-06-30 2007-01-05 엘에스산전 주식회사 Method for compensating a voltage by using the multi-layer perceptron model
CN103424654A (en) * 2013-08-02 2013-12-04 华南理工大学 Method for assessing voltage sag sensitivity of sensitive equipment
CN103886518A (en) * 2014-03-21 2014-06-25 国家电网公司 Early warning method for voltage sag based on electric energy quality data mining at monitoring point
CN104849763A (en) * 2015-04-03 2015-08-19 中国石油化工股份有限公司江汉油田分公司勘探开发研究院 Method for standardizing multi-well logging curves with low-frequency trends
CN105893757A (en) * 2016-04-01 2016-08-24 国网河南省电力公司电力科学研究院 Voltage sag severity comprehensive evaluation method
CN105930976A (en) * 2016-04-28 2016-09-07 华北电力大学 Node voltage sag severity comprehensive assessment method based on weighted ideal point method

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
孔详雨: "电压暂降特性及其对敏感设备影响评估研究", 《中国优秀硕士论文全文数据库(电子期刊)》 *
杨家莉等: "基于熵权法的电压暂降严重程度综合评估方法", 《现代电力》 *

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109307795B (en) * 2018-11-30 2020-11-06 广东电网有限责任公司 Waveform point detection method and device
CN109307795A (en) * 2018-11-30 2019-02-05 广东电网有限责任公司 Data point detection method and device
CN109856505B (en) * 2019-01-11 2022-04-01 广东电网有限责任公司广州供电局 Immune time detection method for voltage sag
CN109856505A (en) * 2019-01-11 2019-06-07 广州供电局有限公司 The immunization time detection method of voltage dip
CN110196377A (en) * 2019-04-18 2019-09-03 华南理工大学 Ranking method temporarily drops in a kind of network voltage
CN110196377B (en) * 2019-04-18 2021-11-19 华南理工大学 Power grid voltage sag rating method
CN110137947A (en) * 2019-05-10 2019-08-16 华南理工大学 Severity method temporarily drops in a kind of network voltage based on ITIC curve
CN110687344A (en) * 2019-10-24 2020-01-14 南京南瑞继保电气有限公司 Single-phase voltage sag detection method and device, voltage restorer, equipment and medium
CN111506878A (en) * 2020-04-08 2020-08-07 国网湖北省电力有限公司电力科学研究院 Node number selection device and method based on sag system index random sample estimation
CN111506878B (en) * 2020-04-08 2022-05-03 国网湖北省电力有限公司电力科学研究院 Node number selection device and method based on sag system index random sample estimation
CN111722002A (en) * 2020-06-29 2020-09-29 国网四川省电力公司电力科学研究院 Novel voltage sag severity assessment method
CN111722002B (en) * 2020-06-29 2022-08-23 国网四川省电力公司电力科学研究院 Novel voltage sag severity assessment method
CN112285454A (en) * 2020-09-11 2021-01-29 国网天津市电力公司电力科学研究院 Voltage sag severity evaluation method based on improved energy index
CN112686549A (en) * 2020-12-31 2021-04-20 华南理工大学 Node voltage sag severity evaluation method, device, equipment and storage medium
CN112881824A (en) * 2021-01-08 2021-06-01 国网安徽省电力有限公司电力科学研究院 Method and device for evaluating influence of voltage sag of medium-voltage system on computer equipment
CN113849954A (en) * 2021-07-05 2021-12-28 华北电力大学 Method for evaluating voltage sag tolerance capability of power electronic transformer
CN113849954B (en) * 2021-07-05 2023-06-30 华北电力大学 Power electronic transformer voltage sag tolerance capability assessment method

Also Published As

Publication number Publication date
CN107561347B (en) 2020-11-03

Similar Documents

Publication Publication Date Title
CN107561347A (en) Voltage dip order of severity evaluation method and system
US9563722B2 (en) Sigma algebraic approximants as a diagnostic tool in power networks
CN110336377B (en) Intelligent power distribution system based on cloud computing
US20140278162A1 (en) Detecting and locating power outages via low voltage grid mapping
CN103954884B (en) Distribution network fault line selection method based on extensional fusion of pattern spectrum analysis and morphological peak and valley detection
AU2003230240A1 (en) Method and system for on-line dynamical screening of electric power system
CN104880605B (en) The measuring method of the DC internal resistance of battery management system and battery cell
CN105930976A (en) Node voltage sag severity comprehensive assessment method based on weighted ideal point method
KR20090010536A (en) System and method for determining areas of vulnerability for voltage sags assessment, and a medium having computer readable program for executing the method
CN104899353B (en) A kind of power quality disturbance localization method based on evidence theory
EP3783376A1 (en) Electric motor diagnosing device
CN103103570B (en) Based on the aluminium cell condition diagnostic method of pivot similarity measure
CN114252694A (en) System and method for monitoring energy related data in an electrical system
CN105699849A (en) Voltage sag estimation method based on quantum-behaved particle swarm optimization algorithm
CN103413033A (en) Method for predicting storage battery faults
CN104977499A (en) Small current grounding system single-phase grounding fault line selection method
CN107239896A (en) A kind of security of relay protection appraisal procedure
CN114035086B (en) Multi-fault diagnosis method for battery pack based on signal processing
CN104155543B (en) Transmission line parameter identification method based on power loss method
KR100782354B1 (en) System and method for determining areas of vulnerability for voltage sags assessment, and a medium having computer readable program for executing the method
CN105825317A (en) DC distribution network reliability assessment method based on Bayesian network
CN105243258A (en) Model based IGBT open-circuit fault diagnosis method for traction inverter of CRH3 electric multiple unit
CN206601463U (en) A kind of test system of travelling wave ranging blocking time
JP2010226904A (en) Power flow data processor
Ramirez et al. Monitoring voltage collapse margin with synchrophasors across transmission corridors with multiple lines and multiple contingencies

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right

Effective date of registration: 20200922

Address after: 510620 Tianhe District, Guangzhou, Tianhe South Road, No. two, No. 2, No.

Applicant after: Guangzhou Power Supply Bureau of Guangdong Power Grid Co.,Ltd.

Address before: 510620 Tianhe District, Guangzhou, Tianhe South Road, No. two, No. 2, No.

Applicant before: GUANGZHOU POWER SUPPLY Co.,Ltd.

TA01 Transfer of patent application right
GR01 Patent grant
GR01 Patent grant