CN112688543A - Method for eliminating specific harmonic of three-level NPC converter - Google Patents

Method for eliminating specific harmonic of three-level NPC converter Download PDF

Info

Publication number
CN112688543A
CN112688543A CN202011491469.1A CN202011491469A CN112688543A CN 112688543 A CN112688543 A CN 112688543A CN 202011491469 A CN202011491469 A CN 202011491469A CN 112688543 A CN112688543 A CN 112688543A
Authority
CN
China
Prior art keywords
level npc
npc converter
switching angle
switching
converter
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
CN202011491469.1A
Other languages
Chinese (zh)
Other versions
CN112688543B (en
Inventor
李宁
张世乾
李怡心
何复兴
肖子涵
安卓尔
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.)
Xian University of Technology
Original Assignee
Xian University of Technology
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 Xian University of Technology filed Critical Xian University of Technology
Priority to CN202011491469.1A priority Critical patent/CN112688543B/en
Publication of CN112688543A publication Critical patent/CN112688543A/en
Application granted granted Critical
Publication of CN112688543B publication Critical patent/CN112688543B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Power Conversion In General (AREA)

Abstract

The invention discloses a method for eliminating specific harmonics of a three-level NPC converter, which comprises the steps of constructing a nonlinear transcendental equation set for solving a switching angle according to input and output signals of the three-level NPC converter, realizing equalisation of inequality constraint conditions in the nonlinear transcendental equation set by utilizing coordinate transformation, solving the switching angle according to the obtained equalisation nonlinear transcendental equation set, converting the solved switching angle into a pulse signal, and driving a switching tube in the three-level NPC converter to be switched on and off by utilizing the pulse signal, namely eliminating the specific harmonics of the three-level NPC converter. The method for eliminating the specific harmonic of the three-level NPC converter simplifies multivariable constraint conditions into single-variable judgment conditions through the idea of geometric planning, improves the calculation speed and precision, further improves the accuracy of eliminating the specific harmonic of the three-level NPC converter, and has good application value.

Description

Method for eliminating specific harmonic of three-level NPC converter
Technical Field
The invention belongs to the technical field of flexible power transmission and distribution of a power system, and relates to a method for eliminating specific harmonics of a three-level NPC converter.
Background
In some high voltage high power applications, self-heating of the devices in the power converter is a serious problem, and therefore, the switching frequency of the converter is not designed to be very high. During the operation of the converter, in order to ensure the quality of the output waveform, a cumbersome filter system needs to be designed, which undoubtedly increases the overall system loss and economic cost. For this purpose, a specific Harmonic cancellation Pulse Width Modulation (SHEPWM) strategy is proposed. The SHEPWM can eliminate selected low-order harmonic waves and realize accurate control of the harmonic waves by predetermining the switching angle at the switching-on and switching-off time. However, in solving for the switching angle, SHEPWM needs to write out a nonlinear transcendental system of equations for the switching angle, and the complexity of the system of equations increases as the number of switching angles to be solved increases.
A large number of researches show that the solving method of the nonlinear transcendental equation system is generally divided into a mathematical iterative algorithm and an intelligent algorithm. The initial value needs to be set in advance in the process of using the iterative algorithm to solve, but the calculation process of the initial value is complicated, and the accuracy of the calculation result is greatly influenced by the given range. The intelligent algorithm is used for solving the problem that initial values do not need to be given, but the non-sequence of the optimization results of the intelligent algorithm can cause that the solved results cannot meet the inherent relation between the switch angles, and in addition, the traditional intelligent algorithm also has the defect of long solving time. An expert proposes an idea of performing element replacement by using a trigonometric function relation of sum-difference products according to a constraint condition between SHEPWM switching angles, but the method causes the times of equations after element replacement to be too high, also brings great burden to calculation, causes the accuracy of a calculation result to be lower, and further causes the elimination accuracy of specific harmonics of the converter to be lower.
The three-level NPC converter can realize higher voltage output under the condition of lower input voltage, and is widely applied to the fields of flexible power transmission systems, high-power motor driving and the like. SHEPWM is widely applied to the three-level field as a modulation strategy aiming at optimizing output harmonic waves, but the problems can also occur in the practical application process. Therefore, a fast SHEPWM strategy applied to a three-level NPC converter needs to be provided, so that the speed and the precision in the calculation process are improved.
Disclosure of Invention
The invention aims to provide a method for eliminating specific harmonics of a three-level NPC converter, and solves the problems that the existing method for eliminating specific harmonics is complex in calculation process and low in accuracy of eliminating the specific harmonics of the converter.
The invention adopts the technical scheme that a method for eliminating specific harmonics of a three-level NPC converter comprises the following steps:
step 1, constructing a nonlinear transcendental equation system for solving a switching angle according to input and output signals of a three-level NPC converter:
Figure BDA0002840789140000021
in the formula, n represents the harmonic order, betaiRepresenting the switching angle of the ith switching angle, m representing the modulation ratio, and N representing the number of the switching angles;
step 2, realizing equalisation of inequality constraint conditions in the nonlinear transcendental equation set by utilizing coordinate transformation;
step 3, solving a switch angle according to the equalisation nonlinear transcendental equation set obtained in the step 2;
and 4, converting the solved switching angle into a pulse signal, and driving the on-off of a switching tube in the three-level NPC converter by using the pulse signal, namely eliminating the specific harmonic of the three-level NPC converter.
The present invention is also technically characterized in that,
the specific process of step 1 is as follows:
step 1.1, collecting input and output signals of a three-level NPC converter, and utilizing three currentsOutput phase reference voltage U of flat NPC converterrefAnd converter input side DC voltage UdcSolving the modulation ratio m:
Figure BDA0002840789140000031
step 1.2, collecting output phase voltage waveforms of the three-level NPC converter, and writing the amplitude a of each subharmonic according to waveform symmetryn,bnDetermines the number of switching angles N according to the number of harmonics N to be eliminated:
Figure BDA0002840789140000041
step 1.3, making the fundamental wave amplitude a1Equal to the reference voltage, and the amplitude of the eliminated subharmonic is selected to be equal to zero, so that a nonlinear transcendental equation set for solving the switching angle is constructed.
The specific process of step 2 is as follows:
introducing variable alphai,αi∈[0,R]N, R ≧ 1,2,3, establishes αiAnd betaiThe established equation is as follows:
Figure BDA0002840789140000042
the solution of the switching angle beta can be derived from equation (4)NThe equation of (a) is as follows:
Figure BDA0002840789140000043
in which B is a variable alphaiThe relational expression (c) of (c).
The specific process of step 3 is as follows:
step 3.1, establishing a model objective function F:
Figure BDA0002840789140000044
in the formula (f)nRepresenting a set error function, n being an odd number;
step 3.2, establishing a constraint condition of a model objective function F:
Figure BDA0002840789140000051
step 3.3, solving an objective function F through the formula (6) and the formula (7);
step 3.4, setting an optimal expected value P, returning to the step 3.3 to solve the objective function F again if the objective function F is not more than P, and otherwise, carrying out the next step;
step 3.5, satisfy variable alpha under the optimum expectation value PiConverted into a switching angle β in equation (5)iJudging whether the angle of each switch satisfies
Figure BDA0002840789140000052
If yes, the next step is carried out, and if not, the step 3.3 is returned to solve the target function F again.
And 4, acquiring the solved switching angle by adopting a digital signal acquisition device and converting the switching angle into a pulse signal.
The method has the advantages that a nonlinear transcendental equation set for solving the switching angle is constructed according to input and output signals of the three-level NPC converter, inequality constraint condition equalisation in the nonlinear transcendental equation set is realized by utilizing coordinate transformation, the switching angle is solved, the solved switching angle is converted into a pulse signal, the pulse signal is utilized to drive a switching tube in the three-level NPC converter to be switched on and off, and specific harmonics of the three-level NPC converter are eliminated. According to the method, multivariate constraint conditions are simplified into single variable judgment conditions through the idea of coordinate transformation, high-performance hardware equipment is not needed to provide calculation support for a complex nonlinear equation set, the calculation speed and precision are improved through the idea of nonlinear programming, the specific harmonic elimination accuracy of the three-level NPC converter is further improved, and the method has a good application value.
Drawings
FIG. 1 is a flow chart of a three-level NPC converter specific harmonic cancellation method of the present invention;
FIG. 2 is a topology block diagram of an application in an embodiment of the present invention;
FIG. 3 is the A-phase voltage U of FIG. 2AOA waveform diagram of (a);
FIG. 4 is a waveform of a line voltage calculated directly using an intelligent algorithm in an embodiment of the present invention;
FIG. 5 is a graph of an FFT analysis of line voltage calculated directly using an intelligent algorithm in an embodiment of the present invention;
FIG. 6 is a waveform diagram of a phase voltage calculated directly using an intelligent algorithm in an embodiment of the present invention;
FIG. 7 is a graph of an FFT analysis of phase voltages calculated directly using an intelligent algorithm according to an embodiment of the present invention;
FIG. 8 is a waveform of line voltage obtained using the particular harmonic cancellation method of the present application in an embodiment of the present invention;
FIG. 9 is a graph of an FFT analysis of line voltage obtained using the particular harmonic cancellation method of the present application in an embodiment of the present invention;
FIG. 10 is a waveform diagram of a phase voltage obtained using the particular harmonic cancellation method of the present application in an embodiment of the present invention;
FIG. 11 is a plot of an FFT analysis of phase voltages obtained using the particular harmonic cancellation method of the present application in accordance with an embodiment of the present invention;
FIG. 12 is a graph of the iterative effect of directly using an intelligent algorithm to compute the optimal expected value in the practice of the present invention;
fig. 13 is a graph of the iterative effect of achieving the optimal desired value using the specific harmonic cancellation method of the present application in the embodiment of the present invention.
Detailed Description
The present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
The invention discloses a method for eliminating specific harmonics of a three-level NPC converter, which comprises the following steps of:
step 1, constructing a nonlinear transcendental equation set for solving a switching angle according to input and output signals of a three-level NPC converter;
step 1.1, collecting input and output signals of a three-level NPC converter, and utilizing an output reference voltage U of the three-level NPC converterrefAnd converter input side DC voltage UdcSolving the modulation ratio m:
Figure BDA0002840789140000071
step 1.2, collecting output phase voltage waveforms of the three-level NPC converter, and writing the amplitude a of each subharmonic according to waveform symmetryn,bn
Figure BDA0002840789140000072
In the formula, n represents the harmonic order, betaiThe number of switching angles N is determined according to the number of harmonics to be eliminated, and in the present embodiment, the number of switching angles N is 5, and the number of specific harmonics that can be eliminated is N-1 — 4.
Referring to fig. 2 and 3, in the three-phase neutral ungrounded system, the harmonic quantity of 3 times is self-eliminated, and thus equation (2) becomes
Figure BDA0002840789140000081
Step 1.3, making the fundamental wave amplitude a1Equal to the magnitude of the reference voltage, selecting the subharmonic amplitude equal to zero, and constructing a nonlinear transcendental equation system for solving the switching angle:
Figure BDA0002840789140000082
thus, in the embodiment where m is 0.6 and N is 5, the nonlinear transcendental system of switching angles is solved as follows:
Figure BDA0002840789140000083
step 2, coordinate transformation is utilized to realize equalisation of inequality constraint conditions in the nonlinear transcendental equation set, and the specific process is as follows:
introducing variable alphai,αi∈[0,R]N, R ≧ 1,2,3, establishes αiAnd betaiThe established equation is as follows:
Figure BDA0002840789140000091
the solution of the switching angle beta can be derived from equation (4)NThe equation of (a) is as follows:
Figure BDA0002840789140000092
in which B is a variable alphaiThe relationship (c) of (a) to (b),
Figure BDA0002840789140000093
variables of
Figure BDA0002840789140000094
Step 3, solving a switch angle according to the equalisation nonlinear transcendental equation set obtained in the step 2;
step 3.1, establishing a model objective function F:
Figure BDA0002840789140000095
in the formula (f)nRepresenting a set error function, n being an odd number;
step 3.2, establishing a constraint condition of a model objective function F:
Figure BDA0002840789140000101
step 3.3, solving the model by adopting a group intelligent algorithm, wherein the variable alpha is introduced in the step 2iThe value can be randomly taken according to the upper and lower boundaries, and an objective function F is solved through the formula (8) and the formula (9);
step 3.4, setting the optimal expected value P to be 0.99 according to the requirement, returning to the step 3.3 to solve the objective function F again if the objective function F is not more than P, and otherwise, carrying out the next step;
step 3.5, satisfy variable alpha under the optimum expectation value PiConverted into a switching angle β in equation (7)iJudging whether the angle of each switch satisfies
Figure BDA0002840789140000102
If yes, the next step is carried out, and if not, the step 3.3 is returned to solve the target function F again.
And 4, converting the solved switching angle into a pulse signal by adopting a digital signal collector, and driving the on-off of a switching tube in the three-level NPC converter by using the pulse signal, namely eliminating the specific harmonic of the three-level NPC converter.
Fig. 4 and 5 are a waveform diagram and an FFT analysis diagram of a line voltage calculated directly using an intelligent algorithm, respectively, in which the abscissa of fig. 5 is the harmonic order n and the ordinate is the content of each harmonic, and it can be seen from the diagrams that the THD content of the line voltage calculated directly using the intelligent algorithm is 65.72%.
Fig. 6 and 7 are a waveform diagram and an FFT analysis diagram of a phase voltage calculated directly by an intelligent algorithm, respectively, in which the abscissa of fig. 7 is the number n of harmonics and the ordinate is the content of each harmonic, and it can be seen from the diagrams that the THD content of the line voltage calculated directly by the intelligent algorithm is 91.91%.
Fig. 8 and 9 are a waveform diagram and an FFT analysis diagram of the line voltage calculated by using the method for eliminating the specific harmonic of the three-level NPC converter of the present application, respectively, where the abscissa of fig. 9 is the harmonic number n and the ordinate is the content of each harmonic, and it can be seen from comparison with fig. 5 that the line voltage THD content is reduced from 65.72% to 61.58% by using the method of the present application, which achieves a better elimination effect.
Fig. 10 and 11 are a waveform diagram and an FFT analysis diagram, respectively, of phase voltages obtained using the three-level NPC converter specific harmonic cancellation method of the present application. The abscissa of fig. 11 is the number of harmonics, and the ordinate is the content of each harmonic, and it can be seen from comparison with fig. 7 that, by using the method of the present application, the content of the phase voltage THD is reduced from 91.91% to 89.76%, so as to achieve a better cancellation effect.
Fig. 12 and 13 are graphs of iterative effects calculated by directly using the intelligent algorithm and the optimal expected value achieved by using the method of the present application, respectively, in which the abscissa represents the number of iterations and the ordinate represents the objective function value of each generation, and it can be seen from a comparison between fig. 12 and 13 that, compared with the case of directly using the intelligent algorithm, the number of iterations required to achieve the set optimal expected value in the present application is reduced from 664 to 454, the convergence rate is increased, and the calculation rate is greatly increased.
The method for eliminating the specific harmonic of the three-level NPC converter is a method for judging that a thought multivariable constraint condition of geometric programming is a single variable aiming at the situation that an intelligent algorithm optimizing result does not meet an angle constraint condition in a disordered way, can quickly realize the solution of a SHEPWM nonlinear transcendental equation set without improving a circuit structure and additional equipment, and improves the calculation speed and the calculation accuracy, thereby improving the accuracy of the specific harmonic elimination of the three-level NPC converter.

Claims (5)

1. A method for cancellation of specific harmonics in a three-level NPC converter, comprising the steps of:
step 1, constructing a nonlinear transcendental equation system for solving a switching angle according to input and output signals of a three-level NPC converter:
Figure FDA0002840789130000011
in the formula, n represents the harmonic order, betaiRepresenting the switching angle of the ith switching angle, m representing the modulation ratio, and N representing the number of the switching angles;
step 2, realizing equalisation of inequality constraint conditions in the nonlinear transcendental equation set by utilizing coordinate transformation;
step 3, solving a switch angle according to the equalisation nonlinear transcendental equation set obtained in the step 2;
and 4, converting the solved switching angle into a pulse signal, and driving the on-off of a switching tube in the three-level NPC converter by using the pulse signal, namely eliminating the specific harmonic of the three-level NPC converter.
2. The modulation method for the specific harmonic elimination pulse width of the three-level NPC converter as claimed in claim 1, wherein the specific process of step 1 is as follows:
step 1.1, collecting input and output signals of a three-level NPC converter, and utilizing an output reference voltage U of the three-level NPC converterrefAnd converter input side DC voltage UdcSolving the modulation ratio m:
Figure FDA0002840789130000021
step 1.2, collecting output phase voltage waveforms of the three-level NPC converter, and writing the amplitude a of each subharmonic according to waveform symmetryn,bnThe number of switching angles N is determined according to the number N of harmonics to be eliminated:
Figure FDA0002840789130000022
step 1.3, making the fundamental wave amplitude a1And (3) the amplitude of the selected subharmonic is equal to zero, and a nonlinear transcendental equation set for solving the switching angle is constructed.
3. The modulation method for the specific harmonic elimination pulse width of the three-level NPC converter as claimed in claim 1, wherein the specific process of step 2 is as follows:
introducing variable alphai,αi∈[0,R]N, R ≧ 1,2,3, establishes αiAnd betaiThe established equation is as follows:
Figure FDA0002840789130000023
the solution of the switching angle beta can be derived from equation (4)NThe equation of (a) is as follows:
Figure FDA0002840789130000031
in which B is a variable alphaiThe relational expression (c) of (c).
4. The modulation method for the specific harmonic elimination pulse width of the three-level NPC converter as claimed in claim 3, wherein the specific process of step 3 is as follows:
step 3.1, establishing a model objective function F:
Figure FDA0002840789130000032
in the formula (f)nRepresenting a set error function, n being an odd number;
step 3.2, establishing a constraint condition of a model objective function F:
Figure FDA0002840789130000033
step 3.3, solving an objective function F through the formula (6) and the formula (7);
step 3.4, setting an optimal expected value P, returning to the step 3.3 to solve the objective function F again if the objective function F is not more than P, and otherwise, carrying out the next step;
step 3.5, satisfy variable alpha under the optimum expectation value PiConverted into a switching angle β in equation (5)iJudging whether the angle of each switch satisfies
Figure FDA0002840789130000034
If yes, the next step is carried out, and if not, the step 3.3 is returned to solve the target function F again.
5. The method as claimed in claim 1, wherein in step 4, the digital signal collector is used to collect the solved switching angle and convert the switching angle into a pulse signal.
CN202011491469.1A 2020-12-16 2020-12-16 Method for eliminating specific harmonic of three-level NPC converter Active CN112688543B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202011491469.1A CN112688543B (en) 2020-12-16 2020-12-16 Method for eliminating specific harmonic of three-level NPC converter

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202011491469.1A CN112688543B (en) 2020-12-16 2020-12-16 Method for eliminating specific harmonic of three-level NPC converter

Publications (2)

Publication Number Publication Date
CN112688543A true CN112688543A (en) 2021-04-20
CN112688543B CN112688543B (en) 2022-02-22

Family

ID=75448536

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202011491469.1A Active CN112688543B (en) 2020-12-16 2020-12-16 Method for eliminating specific harmonic of three-level NPC converter

Country Status (1)

Country Link
CN (1) CN112688543B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102594192A (en) * 2010-11-30 2012-07-18 中国南方电网有限责任公司电网技术研究中心 Step wave pulse width modulation method based on nonlinear programming
CN103078479A (en) * 2011-10-25 2013-05-01 江苏东润光伏科技有限公司 Control method for canceling specified harmonics of three-level midpoint clamp photovoltaic inverter
CN104050378A (en) * 2014-06-25 2014-09-17 中国矿业大学(北京) Calculation method for switching angle of specific harmonic wave elimination converter on basis of polynomial interpolation
US20170250533A1 (en) * 2014-09-17 2017-08-31 Universidade Federal De Minas Gerais - Ufmg Method and Apparatus for Eliminating Harmonic Components and Obtaining a Uniform Power Factor in Alternating Current-Direct Current and Direct Current-Alternating Current Converters
CN108683350A (en) * 2018-05-25 2018-10-19 西安理工大学 A kind of three level NPC converter particular harmonics optimization modulation strategy

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102594192A (en) * 2010-11-30 2012-07-18 中国南方电网有限责任公司电网技术研究中心 Step wave pulse width modulation method based on nonlinear programming
CN103078479A (en) * 2011-10-25 2013-05-01 江苏东润光伏科技有限公司 Control method for canceling specified harmonics of three-level midpoint clamp photovoltaic inverter
CN104050378A (en) * 2014-06-25 2014-09-17 中国矿业大学(北京) Calculation method for switching angle of specific harmonic wave elimination converter on basis of polynomial interpolation
US20170250533A1 (en) * 2014-09-17 2017-08-31 Universidade Federal De Minas Gerais - Ufmg Method and Apparatus for Eliminating Harmonic Components and Obtaining a Uniform Power Factor in Alternating Current-Direct Current and Direct Current-Alternating Current Converters
CN108683350A (en) * 2018-05-25 2018-10-19 西安理工大学 A kind of three level NPC converter particular harmonics optimization modulation strategy

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
CUNGANG HU,ETAL: "Optimization method for generating SHEPWM switching patterns using chaotic ant colony algorithm applied to three-level NPC inverter", 《2007 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS)》 *
叶满园,等: "基于捕食策略遗传算法的3电平中点箝位型逆变器", 《高电压技术》 *

Also Published As

Publication number Publication date
CN112688543B (en) 2022-02-22

Similar Documents

Publication Publication Date Title
CN107425703B (en) Calculation method and system for optimal harmonic distribution SHEPWM switching angle
CN110417333B (en) Switching frequency half fundamental wave period segmentation random space vector pulse width modulation method
CN106160541A (en) The mid-point voltage Ripple Suppression system and method optimized based on off state
CN109149983B (en) Three-dimensional coordinate system-based rapid three-phase space vector modulation method
CN110504854B (en) Dead zone compensation method suitable for dual-modulation wave carrier modulation
CN112688543B (en) Method for eliminating specific harmonic of three-level NPC converter
CN104980045B (en) A kind of asymmetric modulator approach of modified suitable for matrix converter
Zhou et al. Hybrid prediction-based deadbeat control for a high-performance shunt active power filter
CN110957936B (en) NPC three-level converter hybrid DPWM (digital pulse Width modulation) method under two-phase symmetric load
CN109962480B (en) Control system, method and application of static var generator without phase-locked loop
US10666159B2 (en) Single-phase converter control method and apparatus
CN110350815B (en) Sawtooth carrier PWM modulation method for symmetrical odd-phase two-level inverter
CN109787278B (en) Dead-beat grid-connected control method based on interpolation prediction and inductance compensation
CN115864798B (en) Three-level converter carrier DPWM (digital pulse Width modulation) method
CN113964837B (en) Composite control method and system suitable for LCL type parallel active power filter
CN112332689B (en) Modulation method of neutral point clamped three-level converter based on geometric transformation
CN111756267B (en) Double fuzzy PI controller of three-phase full-bridge circuit voltage outer ring and control method thereof
CN115459567A (en) Three-level pulse width modulation optimization method and device
CN112467776B (en) Current source type converter system, control method and space vector modulation method
CN108988673B (en) Pulse width modulation method for minimizing harmonic suppression of switching frequency of two-level inverter
CN106712564B (en) Generalized three-level SVPWM (space vector pulse width modulation) algorithm
CN108494312B (en) SVPWM synchronous overmodulation method
CN102215024B (en) Difference voltage space vector modulation method with selector
CN112366929B (en) VIENNA rectifier harmonic suppression method
CN110601578B (en) Space vector modulation method with nearest level equivalence

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
GR01 Patent grant
GR01 Patent grant