CN105897030A - Dead beat fixed frequency model forecast control method, device and system - Google Patents

Dead beat fixed frequency model forecast control method, device and system Download PDF

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Publication number
CN105897030A
CN105897030A CN201610403634.0A CN201610403634A CN105897030A CN 105897030 A CN105897030 A CN 105897030A CN 201610403634 A CN201610403634 A CN 201610403634A CN 105897030 A CN105897030 A CN 105897030A
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vector
voltage
moment
coordinate system
phase
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CN105897030B (en
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黄敏
杨勇
方刚
卢进军
刘滔
蒋峰
曾维波
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Goodwe Technologies Co Ltd
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JIANGSU GOODWE POWER SUPPLY TECHNOLOGY Co Ltd
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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02MAPPARATUS FOR CONVERSION BETWEEN AC AND AC, BETWEEN AC AND DC, OR BETWEEN DC AND DC, AND FOR USE WITH MAINS OR SIMILAR POWER SUPPLY SYSTEMS; CONVERSION OF DC OR AC INPUT POWER INTO SURGE OUTPUT POWER; CONTROL OR REGULATION THEREOF
    • H02M7/00Conversion of ac power input into dc power output; Conversion of dc power input into ac power output
    • H02M7/42Conversion of dc power input into ac power output without possibility of reversal
    • H02M7/44Conversion of dc power input into ac power output without possibility of reversal by static converters
    • H02M7/48Conversion of dc power input into ac power output without possibility of reversal by static converters using discharge tubes with control electrode or semiconductor devices with control electrode
    • H02M7/53Conversion of dc power input into ac power output without possibility of reversal by static converters using discharge tubes with control electrode or semiconductor devices with control electrode using devices of a triode or transistor type requiring continuous application of a control signal
    • H02M7/537Conversion of dc power input into ac power output without possibility of reversal by static converters using discharge tubes with control electrode or semiconductor devices with control electrode using devices of a triode or transistor type requiring continuous application of a control signal using semiconductor devices only, e.g. single switched pulse inverters
    • H02M7/5387Conversion of dc power input into ac power output without possibility of reversal by static converters using discharge tubes with control electrode or semiconductor devices with control electrode using devices of a triode or transistor type requiring continuous application of a control signal using semiconductor devices only, e.g. single switched pulse inverters in a bridge configuration
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02MAPPARATUS FOR CONVERSION BETWEEN AC AND AC, BETWEEN AC AND DC, OR BETWEEN DC AND DC, AND FOR USE WITH MAINS OR SIMILAR POWER SUPPLY SYSTEMS; CONVERSION OF DC OR AC INPUT POWER INTO SURGE OUTPUT POWER; CONTROL OR REGULATION THEREOF
    • H02M1/00Details of apparatus for conversion
    • H02M1/0003Details of control, feedback or regulation circuits
    • H02M1/0025Arrangements for modifying reference values, feedback values or error values in the control loop of a converter
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E10/00Energy generation through renewable energy sources
    • Y02E10/50Photovoltaic [PV] energy
    • Y02E10/56Power conversion systems, e.g. maximum power point trackers

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Inverter Devices (AREA)

Abstract

The invention discloses a dead beat fixed frequency model forecast control method, device and system, and belongs to the technical field of photovoltaic power generation conversion control. The method comprises the following steps of obtaining values of output reference currents i<*><Alpha>(k+1) and i<*><Beta>(k+1) of a three-phase voltage inverter under a AlphaBeta coordinate system at the (k+1) moment through calculation; obtaining output reference currents u<*><Alpha>(k) and u<*><Beta>(k) of the three-phase voltage inverter under the AlphaBeta coordinate system at the k moment by calculation; taking two voltage vectors of a sector where the encircled reference voltage vector is located as a first action vector and a second action vector and a zero vector as a third action vector according to the sector where the reference voltage vector u<*><ref>(k)=u<*><Alpha>(k)+ju<*><Beta>(k) is located; and obtaining action time t1 of the first action vector, action time t2 of the second action vector and action time t0 of the third action vector by calculation. By the method, the advantages of model forecast and dead beat control are combined, the output voltage and the current frequency spectrum of the inverter are concentrated at integer multiples of switching frequency, and the design of an output filter is facilitated.

Description

A kind of dead beat frequency model predictive control method, Apparatus and system surely
Technical field
The present invention relates to photovoltaic generation Variable flow control technical field, be specifically related to a kind of dead beat frequency Model Predictive Control surely Method, Apparatus and system.
Background technology
Along with economic fast development and the pollution day by day of environment, the demand of regenerative resource is increased by the mankind day by day.Mesh Before, the development and utilization of regenerative resource obtains the attention of national governments.In regenerative resource development and utilization, inverter is made The bridge being connected with electrical network or load for renewable energy power generation (wind-power electricity generation, solar electrical energy generation etc.), is development of renewable energy The core of electricity, its performance directly affects whole renewable energy system.For the control of three-phase voltage-type inverter, conventional Method has quasi-resonance control, current hysteresis-band control, dead beat control under the proportional plus integral control under rotating coordinate system, rest frame System etc..But under proportional plus integral control method under rotating coordinate system and rest frame there is inverter in quasi-resonance control method Performance is relevant to the parameter of controller waits deficiency.And proportional plus integral control parameter and quasi-resonance control selection and the designer of parameter Experience be correlated with, the selection of its parameter will be through substantial amounts of experiment.The current hysteresis-band control of voltage source inverter is simple and is System has good dynamic property, but inverter output voltage, current spectrum ratio are relatively decentralized, are unfavorable for the design of output filter. Deadbeat Control Inverter has good dynamic property.But system is more sensitive to filtering parameter, robustness is poor.
In recent years, along with microelectric technique and the development of digital signal processor, Model Predictive Control becomes at power electronics Parallel operation is widely used.Converters or motor driver can be defined as how going to select suitable gate pole Drive control signal S (t), makes variable x (t) of control system go close to desired reference variable x as far as possible*(t).Assuming that system Sampling period be Ts, system variable x (t) is at tkMoment value is x (tk).If system exists n controlling behavior, and n is limited.Mould Type PREDICTIVE CONTROL makes full use of the discretization feature of converters, fully takes into account the limited kind of converters On off state (converters has particular kind of switch combination).Model Predictive Control with an object function to often A kind of behavior (switch combination of converters) predicts the outcome and carries out online evaluation, and it is minimum that selection can meet object function The switches set incompatible realization control to converters.As Chile Rodriguez professor R should by Model Predictive Control For two level grid-connected inverters, many level grid-connected inverters, AC Motor Control, uninterrupted power source (UPS), matrix form conversion Deng, obtain the most quiet, dynamic property.The not enough inverter output voltage of Model Predictive Control maximum, current spectrum ratio are relatively decentralized, The difficult design of inverter filtering device.
Summary of the invention
Therefore, the embodiment of the present invention to solve the technical problem that the inverter output being current model predictive control method Voltage, current spectrum ratio are relatively decentralized, the difficult design of output filter.
To this end, a kind of dead beat of embodiment of the present invention frequency model predictive control method surely, comprise the following steps:
Calculate to obtain and under k+1 moment three-phase voltage-type inverter α β coordinate system, export reference currentWith Value;
According to formulaCalculate and obtain k moment three-phase voltage-type inverter α Output reference voltage under β coordinate systemWithWherein, iα(k) and iβK () is respectively k moment three-phase voltage type inversion Device output electric current α, β component under α β coordinate system, R is load resistance, TsFor the sampling period, L is filter inductance value;
According to reference voltage vectorResiding sector, will surround reference voltage vector Two voltage vectors of residing sector act on vector as the first effect vector second, are vowed as the 3rd effect by zero vector Amount, wherein, obtains the voltage space arrow that α β plane marks off sector according to the switch combination of three-phase voltage-type inverter output Amount, space vector of voltage includes voltage vector and zero vector;
According to formulaCalculate the work obtaining the first effect vector Use time t1, second effect vector t action time2T action time with the 3rd effect vector0, its In, g1、g2And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the target function value that vector is corresponding,Wherein, uαm(k) and uβmK () is respectively k moment m Effect vector α, β component under α β coordinate system, m=0,1,2.
Preferably, described output reference currentWithCalculated by linear interpolation theorem and obtain, calculate public affairs Formula is as follows:
Wherein,WithPoint Wei k moment, k-1 moment and the output reference current in k-2 moment.
Preferably, described space vector of voltage is the space vector of voltage that α β plane marks off six sectors, including voltage Vector unWith zero vector u0、u7, n=1,2 ..., 6;
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,Sa、SbAnd ScRepresent a, b and c phase respectively On off state.
Preferably, described reckoning obtains output reference current under k+1 moment three-phase voltage-type inverter α β coordinate systemWithValue step before, further comprising the steps of:
Obtain k moment three-phase voltage-type inverter output electric current under three phase static abc coordinate system;
The α component i that output electric current under three phase static abc coordinate system is converted under α β coordinate systemα(k) and β component iβ (k)。
A kind of dead beat of embodiment of the present invention frequency model predictive control apparatus surely, including:
First computing unit, is used for calculating that under acquisition k+1 moment three-phase voltage-type inverter α β coordinate system, output is with reference to electricity StreamWithValue;
Second computing unit, for according to formulaCalculate and obtain the k moment Output reference voltage under three-phase voltage-type inverter α β coordinate systemWithWherein, iα(k) and iβK () is respectively k Moment three-phase voltage-type inverter output electric current α, β component under α β coordinate system, R is load resistance, TsFor sampling period, L For filter inductance value;
Effect vector determination unit, for according to reference voltage vectorResiding fan Surround sector residing for reference voltage vector two voltage vectors are acted on vector as the first effect vector second by district, will Zero vector is as the 3rd effect vector, wherein, obtains according to the switch combination of three-phase voltage-type inverter output and is drawn by α β plane Separating the space vector of voltage of sector, space vector of voltage includes voltage vector and zero vector;
Action time obtains unit, for according to formulaCalculate Obtain t action time of the first effect vector1, second effect vector t action time2Action time with the 3rd effect vector t0, wherein, g1、g2And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the object function that vector is corresponding Value, Wherein, uαm(k) and uβmK () is respectively the k moment M effect vector α, β component under α β coordinate system, m=0,1,2.
Preferably, described output reference currentWithCalculated by linear interpolation theorem and obtain, calculate public affairs Formula is as follows:
Wherein,WithPoint Wei k moment, k-1 moment and the output reference current in k-2 moment.
Preferably, described space vector of voltage is the space vector of voltage that α β plane marks off six sectors, including voltage Vector unWith zero vector u0、u7, n=1,2 ..., 6;
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,SbAnd ScRepresent a, b and c phase respectively On off state.
Preferably, before described first computing unit, also include:
Acquiring unit, for obtaining k moment three-phase voltage-type inverter output electricity under three phase static abc coordinate system Stream;
Coordinate transformation unit, for dividing the α that the output electric current under three phase static abc coordinate system is converted under α β coordinate system Amount iα(k) and β component iβ(k)。
A kind of dead beat of embodiment of the present invention frequency model predictive control system surely, including: three-phase voltage-type inverter and Above-mentioned dead beat frequency model predictive control apparatus surely;
Three-phase voltage-type inverter, its input is connected with the outfan of regenerative resource, and it is fixed with dead beat that it controls end Frequently the outfan of model predictive control apparatus connects;
Dead beat frequency model predictive control apparatus surely, for generating the first effect vector controlling three-phase voltage-type inverter T action time1, second effect vector t action time2T action time with the 3rd effect vector0
The technical scheme of the embodiment of the present invention, has the advantage that
1. the dead beat that the embodiment of the present invention provides frequency model predictive control method, Apparatus and system surely, by using k+1 Moment output reference currentWithCalculate k moment output reference voltageWithI.e. according to inverse Become device set-point and the deviation of actual value, realize the tracking to set-point in next one sampling, it is achieved that track with zero error, and Inverter output voltage, current spectrum concentrate on the integral multiple of switching frequency, thus combine model prediction and track with zero error Advantage, system has the most quiet, dynamic property, is also beneficial to the design of output filter.And use three effect vectors It is predicted the calculating of model and object function, greatly reduces calculation times, improve computational efficiency.
Accompanying drawing explanation
In order to be illustrated more clearly that the specific embodiment of the invention or technical scheme of the prior art, below will be to specifically In embodiment or description of the prior art, the required accompanying drawing used is briefly described, it should be apparent that, in describing below Accompanying drawing is some embodiments of the present invention, for those of ordinary skill in the art, before not paying creative work Put, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the flow chart of a dead beat concrete example of frequency model predictive control method surely in the embodiment of the present invention 1;
Fig. 2 is the space vector of voltage graph of a relation marking off six sectors;
Fig. 3 is the structure chart of three-phase voltage type contravariant generating system;
Fig. 4 is action time and the precedence diagram that reference voltage vector respectively acts on vector when I sector;
Fig. 5 is the dead beat frequency Model Predictive Control policy map surely of three-phase voltage-type inverter;
Fig. 6 is the principle frame of a dead beat concrete example of frequency model predictive control apparatus surely in the embodiment of the present invention 2 Figure;
Fig. 7 is the principle frame of a dead beat concrete example of frequency model predictive control system surely in the embodiment of the present invention 3 Figure.
Detailed description of the invention
Below in conjunction with accompanying drawing, technical scheme is clearly and completely described, it is clear that described enforcement Example is a part of embodiment of the present invention rather than whole embodiments.Based on the embodiment in the present invention, ordinary skill The every other embodiment that personnel are obtained under not making creative work premise, broadly falls into the scope of protection of the invention.
In describing the invention, it should be noted that term " first ", " second " etc. are not only used for describing purpose, and not It is understood that as instruction or hint relative importance.
If additionally, the most non-structure of technical characteristic involved in invention described below difference embodiment Become conflict just can be combined with each other.
Embodiment 1
The present embodiment provides a kind of dead beat frequency model predictive control method surely, for example, it is possible to be applied to three-phase voltage type Contravariant generating system, as it is shown in figure 1, the method comprises the following steps:
S1, reckoning obtain and export reference current under k+1 moment three-phase voltage-type inverter α β coordinate systemWithValue;
S2, according to formulaCalculate acquisition k moment three-phase voltage type inverse Become output reference voltage under device α β coordinate systemWithWherein, iα(k) and iβK () is respectively k moment three-phase voltage Type inverter output current α, β component under α β coordinate system, R is load resistance, TsFor the sampling period, L is filter inductance value;
S3, according to reference voltage vectorResiding sector, will surround reference voltage Two voltage vectors of sector residing for vector act on vector as the first effect vector second, using zero vector as the 3rd effect Vector, wherein, obtains the voltage space that α β plane marks off sector according to the switch combination of three-phase voltage-type inverter output Vector, space vector of voltage includes voltage vector and zero vector;
S4, according to formulaCalculate and obtain the first effect vector Action time t1, second effect vector t action time2T action time with the 3rd effect vector0, wherein, g1、g2 And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the target function value that vector is corresponding,Wherein, uαm(k) and uβmK () is respectively k moment m Effect vector α, β component under α β coordinate system, m=0,1,2.
Above-mentioned dead beat frequency model predictive control method surely, by using the k+1 moment to export reference currentWithCalculate k moment output reference voltageWithI.e. according to inverter set-point and the deviation of actual value, The tracking to set-point is realized, it is achieved that track with zero error, and inverter output voltage, current spectrum collection in next one sampling In at the integral multiple of switching frequency, thus combine the advantage of model prediction and track with zero error, system has the most quiet, dynamic Performance, is also beneficial to the design of output filter.And use three effect vectors to be predicted the meter of model and object function Calculate, greatly reduce calculation times, improve computational efficiency.
Preferably, output reference currentWithBeing calculated by linear interpolation theorem and obtain, computing formula is such as Under:
Wherein,WithPoint Wei k moment, k-1 moment and the output reference current in k-2 moment.
Preferably, space vector of voltage is the space vector of voltage that α β plane marks off six sectors, space vector of voltage Relation is as in figure 2 it is shown, it includes voltage vector unWith zero vector u0、u7, n=1,2 ..., 6;Six sectors are expressed as sector Ⅰ、Ⅱ、Ⅲ、Ⅳ、Ⅴ、Ⅵ。
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,Sa、SbAnd ScRepresent a, b and c phase respectively On off state.
Preferably, before step S1, further comprising the steps of:
S0-1, acquisition k moment three-phase voltage-type inverter output electric current under three phase static abc coordinate system;
S0-2, the α component i that the output electric current under three phase static abc coordinate system is converted under α β coordinate systemαK () and β divide Amount iβ(k)。
Above-mentioned dead beat frequency model predictive control method surely, by first obtaining under three-phase voltage-type inverter abc coordinate system Output electric current, the most again the output electric current under this abc coordinate system is converted into α, β component under α β coordinate system, for follow-up meter Calculate and use, owing to the acquisition of the output electric current under abc coordinate system is relatively easy, calculates such that it is able to simplify, improve treatment effeciency.
It is described in detail as a example by a kind of concrete three-phase voltage type contravariant generating system below, the knot of this electricity generation system Structure is as shown in Figure 3.This electricity generation system is mainly by regenerative resource (such as photovoltaic, wind-powered electricity generation etc.), three-phase voltage-type inverter, L filtering Device, load R etc. are constituted.Regenerative resource can be by DC source EdcWith direct current input resistance RdcEquivalence.
According to Kirchhoff's second law, its dynamic current equation is (current reference direction is as shown in Figure 3):
L d d t i a i b i c = u a N u b N u c N - u n N u n N u n N - R i a i b i c - - - ( 1 )
Wherein, ia、ib、icElectric current is exported for three-phase voltage-type inverter;uaN、ubN、ucNDefeated for three-phase voltage-type inverter Go out voltage;R is load resistance;unNFor the voltage between neutral point and the negative pole of dc bus of line voltage.
In view of three-phase symmetrical system, then
ia+ib+ic=0 (2)
Convolution (1) and (2) can obtain:
u n N = u a N + u b N + u c N 3 - - - ( 3 )
Convolution (1) and formula (3) can obtain:
L d d t i a i b i c = 1 3 2 - 1 - 1 - 1 2 - 1 - 1 - 1 2 u a N u b N u c N - R i a i b i c - - - ( 4 )
In order to the Transformation of Mathematical Model of three-phase voltage-type inverter three phase static abc coordinate system to biphase static α β coordinate In system, its transformation matrix C3/2(constant power coordinate transform) and its inverse matrixIt is defined as follows:
C 3 / 2 = 2 3 1 - 1 / 2 - 1 / 2 0 3 / 2 - 3 / 2 1 / 2 1 / 2 1 / 2 , C 3 / 2 - 1 = 2 3 1 0 1 / 2 - 1 / 2 3 / 2 1 / 2 - 1 / 2 - 3 / 2 1 / 2 - - - ( 5 )
Combinatorial formula (4) and formula (5) can obtain:
L di &alpha; d t = u a - Ri &alpha; L di &beta; d t = u &beta; - Ri &beta; - - - ( 6 )
Wherein, iα、iβElectric current α, β component under α β coordinate system is exported for three-phase voltage-type inverter;uα、uβFor three-phase electricity Die mould inverter output voltage is α, β component under α β coordinate system.
Assuming that sampling period TsFor smaller, by Euler's formula, formula (6) discretization can be obtained:
L i &alpha; ( k + 1 ) - i &alpha; ( k ) T s = u a ( k ) - Ri &alpha; ( k ) L i &beta; ( k + 1 ) - i &beta; ( k ) T s = u &beta; ( k ) - Ri &beta; ( k ) - - - ( 7 )
At (k+1) moment three-phase voltage-type inverter predicted current it is then:
i &alpha; ( k + 1 ) = T s L &lsqb; u a ( k ) - Ri &alpha; ( k ) &rsqb; + i &alpha; ( k ) i &beta; ( k + 1 ) = T s L &lsqb; u &beta; ( k ) - Ri &beta; ( k ) &rsqb; + i &beta; ( k ) - - - ( 8 )
Assuming that reach given electric current at (k+1) moment three-phase voltage-type inverter electric current, it is achieved track with zero error, i.e.
i &alpha; ( k + 1 ) = i &alpha; * ( k + 1 ) i &beta; ( k + 1 ) = i &beta; * ( k + 1 ) - - - ( 9 )
And at (k+1) moment three-phase voltage-type inverter reference currentWithCan be by (k) moment, (k-1) Moment and (k-2) moment reference current can be obtained by linear interpolation theorem:
i &alpha; * ( k + 1 ) = 3 i &alpha; * ( k ) - 3 i &alpha; * ( k - 1 ) + i &alpha; * ( k - 2 ) i &beta; * ( k + 1 ) = 3 i &beta; * ( k ) - 3 i &beta; * ( k - 1 ) + i &beta; * ( k - 2 ) - - - ( 10 )
In order to realize realizing given electric current track with zero error in the next sampling period, three-phase voltage-type inverter exports Reference voltage is:
u &alpha; * ( k ) = L T s &lsqb; i &alpha; * ( k + 1 ) - i &alpha; ( k ) &rsqb; + Ri &alpha; ( k ) u &beta; * ( k ) = L T s &lsqb; i &beta; * ( k + 1 ) - i &beta; ( k ) &rsqb; + Ri &beta; ( k ) - - - ( 11 )
In any phase brachium pontis of three-phase voltage type inverter circuit, according to different switch combinations, can obtain following Two kinds of output states: " P " state and " N " state.As a example by a phase brachium pontis: (1) " P " state: now switching tube Sa1Conducting, switch Pipe Sa2Turning off, outfan a is relative to N point current potential uaN=Vdc;(2) " N " state: switching tube Sa1Turn off, switching tube Sa2Conducting, defeated Go out to hold a relative to N point current potential uaN=0.The output state of b, c phase brachium pontis is similar with a phase brachium pontis.According to three-phase voltage-type inverter The switch combination of output, three-phase voltage-type inverter produces 2 altogether3=8 voltage vectors, the size of its voltage vector and space Position is as shown in Figure 2.Assuming that variable Sa, Sb, Sc{ 1, the 0} on off state representing each phase, wherein " 1 " represents output and bus Positive polarity P point is connected, and " 0 " represents output and is connected with busbar voltage negative pole N point.The switch shape of three-phase voltage-type inverter output State Sj=[Sa Sb Sc]T, wherein j=0 ..., 7.Then inverter output voltage voltmeter under static α β coordinate system is shown as:
u j = u &alpha; j u &beta; j = V d c C 3 / 2 S j , ( j = 0 , 1 , ... , 7 ) - - - ( 12 )
For realizing three-phase voltage-type inverter to given electric current accurate tracking, dead beat Model Predictive Control object function It is chosen as:
g ( k ) = | u &alpha; * ( k ) - u &alpha; j ( k ) | + | u &beta; * ( k ) - u &beta; j ( k ) | - - - ( 13 )
From formula (11), formula (12) and formula (13), traditional model prediction needs to vow 8 voltages of inverter output Amount is predicted model and object function g (k) at line computation and online evaluation, and these 8 which voltage vectors of voltage vector make Object function is minimum, and this voltage vector will be used at next cycle, it is achieved the optimum control of target.Therefore, tradition Model Predictive Control will carry out 8 forecast models and the calculating of object function, for reducing forecast model and the meter of object function Calculate number of times, can be according to reference voltageLocus, participate in forecast model and object function and exist The voltage vector of line assessment be 3 closest to reference voltage vector (2 non-zero and 1 zero vector).Therefore, prediction is participated in The voltage vector of model and object function online evaluation greatly reduces, and is greatly improved the meter of limited on off state Model Predictive Control Calculate efficiency.The locus of reference voltage vector is:
&theta; = a r t a n ( u &beta; * ( k ) / u &alpha; * ( k ) ) - - - ( 14 )
Assuming that reference voltageIt is positioned at the Ith sector, then participate in forecast model and object function Voltage vector be u1(100)、u2(110)、u0(000) (or u7(111)).Zero vector u0And u (000)7(111) target produced Function is the same, therefore, participates in forecast model calculating and object function assessment has only to once.Compare, in advance with conventional model prediction The calculation times surveying model is reduced to 3 times by 8 times, greatly reduces amount of calculation, improves computational efficiency.For making inverter output electricity Pressure, the integral multiple of current spectrum centralizing switch frequency, it is assumed that reference voltageIt is positioned at the Ith sector, logical Cross formula (13), voltage vector u1Object function be g1, voltage vector u2Object function be g2, voltage vector u0(or u7) mesh Scalar functions is g0
Wherein,
Wherein,
Wherein,
According to three voltage vector object function g1、g2And g0Action time of each voltage vector of size linear distribution.? One sampling period TsIn, voltage vector u1Action time be t1, voltage vector u2Action time be t2, voltage vector u0 (or u7) action time be t0, the action time of the most each vector is:
t 1 = T s ( 1 / g 1 ) / ( ( 1 / g 1 ) + ( 1 / g 2 ) + ( 1 / g 0 ) ) t 2 = T s ( 1 / g 2 ) / ( ( 1 / g 1 ) + ( 1 / g 2 ) + ( 1 / g 0 ) ) t 0 = T s ( 1 / g 0 ) / ( ( 1 / g 1 ) + ( 1 / g 2 ) + ( 1 / g 0 ) ) T s = T s ( t 0 + t 1 + t 2 ) - - - ( 15 )
In order to reduce three-phase voltage-type inverter output voltage, current harmonics further, it is preferable that each voltage vector effect Time symmetrical distribution;Meanwhile, voltage vector u0And u7Acting on, each voltage vector action time is half simultaneously.Reference voltage vectorWhen I sector, the action time of its each voltage vector and sequence of operation are as shown in Figure 4.
Other sectors the like.Compare with traditional Model Predictive Control, have 1 zero vector and 2 at a PWM cycle Individual non-zero effect, similar with 7 traditional segmentation SVPWM modulation, it is achieved inverter output voltage, electric current frequency surely, thus can To simplify the design of output filter.The dead beat of three-phase voltage-type inverter frequency Model Predictive Control strategy surely is as shown in Figure 5.
Embodiment 2
Corresponding to embodiment 1, the present embodiment provides a kind of dead beat frequency model predictive control apparatus surely, as shown in Figure 6, bag Include:
First computing unit 1, is used for calculating that under acquisition k+1 moment three-phase voltage-type inverter α β coordinate system, output is with reference to electricity StreamWithValue;
Second computing unit 2, for according to formulaWhen calculating acquisition k Carve output reference voltage under three-phase voltage-type inverter α β coordinate systemWithWherein, iα(k) and iβK () is respectively K moment three-phase voltage-type inverter output electric current α, β component under α β coordinate system, R is load resistance, TsFor sampling period, L For filter inductance value;
Effect vector determination unit 3, for according to reference voltage vectorResiding Surround sector residing for reference voltage vector two voltage vectors are acted on vector as the first effect vector second by sector, Using zero vector as the 3rd effect vector, wherein, obtain α β plane according to the switch combination of three-phase voltage-type inverter output Marking off the space vector of voltage of sector, space vector of voltage includes voltage vector and zero vector;
Obtain unit 4 action time, for according to formulaCalculate Obtain t action time of the first effect vector1, second effect vector t action time2Action time with the 3rd effect vector t0, wherein, g1、g2And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the object function that vector is corresponding Value, Wherein, uαm(k) and uβmK () is respectively the k moment M effect vector α, β component under α β coordinate system, m=0,1,2.
Above-mentioned dead beat frequency model predictive control apparatus surely, by using the k+1 moment to export reference currentWithCalculate k moment output reference voltageWithI.e. according to inverter set-point and the deviation of actual value, The tracking to set-point is realized, it is achieved that track with zero error, and inverter output voltage, current spectrum collection in next one sampling In at the integral multiple of switching frequency, thus combine the advantage of model prediction and track with zero error, system has the most quiet, dynamic Performance, is also beneficial to the design of output filter.And use three effect vectors to be predicted the meter of model and object function Calculate, greatly reduce calculation times, improve computational efficiency.
Preferably, output reference currentWithBeing calculated by linear interpolation theorem and obtain, computing formula is such as Under:
Wherein,WithPoint Wei k moment, k-1 moment and the output reference current in k-2 moment.
Preferably, space vector of voltage is the space vector of voltage that α β plane marks off six sectors, including voltage vector unWith zero vector u0、u7, n=1,2 ..., 6;
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,Sa、SbAnd ScRepresent a, b and c phase respectively On off state.
Preferably, before the first computing unit 1, also include:
Acquiring unit, for obtaining k moment three-phase voltage-type inverter output electricity under three phase static abc coordinate system Stream;
Coordinate transformation unit, for dividing the α that the output electric current under three phase static abc coordinate system is converted under α β coordinate system Amount iα(k) and β component iβ(k)。
Embodiment 3
The present embodiment provides a kind of dead beat frequency model predictive control system surely, as it is shown in fig. 7, comprises: three-phase voltage type The dead beat of inverter 10 and embodiment 2 frequency model predictive control apparatus 20 surely;
Three-phase voltage-type inverter 10, its input is connected with the outfan of regenerative resource, and it controls end and dead beat The outfan of fixed frequency model predictive control apparatus connects;
Dead beat frequency model predictive control apparatus 20 surely, vows for generating the first effect controlling three-phase voltage-type inverter T action time of amount1, second effect vector t action time2T action time with the 3rd effect vector0
Above-mentioned dead beat frequency model predictive control system surely, by using the k+1 moment to export reference currentWithCalculate k moment output reference voltageWithI.e. inclined according to inverter set-point and actual value Difference, realizes the tracking to set-point in next one sampling, it is achieved that track with zero error, and inverter output voltage, electric current frequency Spectrum concentrates on the integral multiple of switching frequency, thus combines the advantage of model prediction and track with zero error, system have the most quiet, Dynamic property, is also beneficial to the design of output filter.And use three effect vectors to be predicted model and object function Calculating, greatly reduce calculation times, improve computational efficiency.
Obviously, above-described embodiment is only for clearly demonstrating example, and not restriction to embodiment.Right For those of ordinary skill in the field, can also make on the basis of the above description other multi-form change or Variation.Here without also cannot all of embodiment be given exhaustive.And the obvious change thus extended out or Change among still in the protection domain of the invention.

Claims (9)

1. a dead beat frequency model predictive control method surely, it is characterised in that comprise the following steps:
Calculate to obtain and under k+1 moment three-phase voltage-type inverter α β coordinate system, export reference currentWithValue;
According to formulaCalculate and obtain k moment three-phase voltage-type inverter α β seat The lower output reference voltage of mark systemWithWherein, iα(k) and iβK () is respectively k moment three-phase voltage-type inverter Output electric current α, β component under α β coordinate system, R is load resistance, TsFor the sampling period, L is filter inductance value;
According to reference voltage vectorResiding sector, will surround residing for reference voltage vector Two voltage vectors of sector act on vector as the first effect vector second, using zero vector as the 3rd effect vector, its In, the space vector of voltage that α β plane is marked off sector, electricity is obtained according to the switch combination of three-phase voltage-type inverter output Pressure space vector includes voltage vector and zero vector;
According to formulaWhen calculating the effect obtaining the first effect vector Between t1, second effect vector t action time2T action time with the 3rd effect vector0, wherein, g1、g2 And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the target function value that vector is corresponding,Wherein, uαm(k) and uβmK () is respectively k moment m Effect vector α, β component under α β coordinate system, m=0,1,2.
Method the most according to claim 1, it is characterised in that described output reference currentWithPass through Linear interpolation theorem calculates and obtains, and computing formula is as follows:
Wherein,WithIt is respectively k The output reference current in moment, k-1 moment and k-2 moment.
Method the most according to claim 1 and 2, it is characterised in that described space vector of voltage is for mark off α β plane The space vector of voltage of six sectors, including voltage vector unWith zero vector u0、u7, n=1,2 ..., 6;
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,Sa、SbAnd ScRepresent a, b and c phase respectively On off state.
4. according to the method described in any one of claim 1-3, it is characterised in that described reckoning obtains k+1 moment three-phase voltage Reference current is exported under type inverter α β coordinate systemWithValue step before, further comprising the steps of:
Obtain k moment three-phase voltage-type inverter output electric current under three phase static abc coordinate system;
The α component i that output electric current under three phase static abc coordinate system is converted under α β coordinate systemα(k) and β component iβ(k)。
5. a dead beat frequency model predictive control apparatus surely, it is characterised in that including:
First computing unit, is used for calculating output reference current under acquisition k+1 moment three-phase voltage-type inverter α β coordinate systemWithValue;
Second computing unit, for according to formulaCalculate and obtain k moment three-phase Output reference voltage under voltage source inverter α β coordinate systemWithWherein, iα(k) and iβK () is respectively the k moment Three-phase voltage-type inverter output electric current α, β component under α β coordinate system, R is load resistance, TsFor the sampling period, L is filter Ripple inductance value;
Effect vector determination unit, for according to reference voltage vectorResiding sector, Surround sector residing for reference voltage vector two voltage vectors are acted on vector, by null vector as the first effect vector second Measure as the 3rd effect vector, wherein, obtain according to the switch combination of three-phase voltage-type inverter output and α β plane is marked off The space vector of voltage of sector, space vector of voltage includes voltage vector and zero vector;
Action time obtains unit, for according to formulaCalculate acquisition the T action time of one effect vector1, second effect vector t action time2T action time with the 3rd effect vector0, its In, g1、g2And g0Be respectively the first effect vector, the second effect vector the 3rd acts on the target function value that vector is corresponding, Wherein, uαm(k) and uβmK () is respectively k moment m Effect vector α, β component under α β coordinate system, m=0,1,2.
Device the most according to claim 5, it is characterised in that described output reference currentWithPass through Linear interpolation theorem calculates and obtains, and computing formula is as follows:
Wherein,WithIt is respectively k The output reference current in moment, k-1 moment and k-2 moment.
7. according to the device described in claim 5 or 6, it is characterised in that described space vector of voltage is for mark off α β plane The space vector of voltage of six sectors, including voltage vector unWith zero vector u0、u7, n=1,2 ..., 6;
u n = u &alpha; n u &beta; n = V d c C 3 / 2 S n
Wherein, uαnAnd uβnIt is respectively voltage vector unα, β component under α β coordinate system, VdcFor DC bus-bar voltage,For transformation matrix,Sa、SbAnd ScRepresent a, b and c phase respectively On off state.
8. according to the device described in any one of claim 5-7, it is characterised in that before described first computing unit, also include:
Acquiring unit, for obtaining k moment three-phase voltage-type inverter output electric current under three phase static abc coordinate system;
Coordinate transformation unit, for the α component i being converted under α β coordinate system by the output electric current under three phase static abc coordinate systemα (k) and β component iβ(k)。
9. dead beat frequency model predictive control system surely, it is characterised in that including: three-phase voltage-type inverter and such as right Require the frequency model predictive control apparatus surely of the dead beat described in any one of 5-8;
Three-phase voltage-type inverter, its input is connected with the outfan of regenerative resource, and it controls end and dead beat frequency mould surely The outfan of type prediction control device connects;
Dead beat frequency model predictive control apparatus surely, for generating the work of the first effect vector controlling three-phase voltage-type inverter Use time t1, second effect vector t action time2T action time with the 3rd effect vector0
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Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106788047A (en) * 2017-03-08 2017-05-31 华中科技大学 A kind of motor control method and system containing constraints
CN107181415A (en) * 2017-06-22 2017-09-19 同济大学 A kind of solid-state transformer model predictive control method
CN107370186A (en) * 2017-08-30 2017-11-21 国网江苏省电力公司电力科学研究院 One kind is based on improvement dead beat photovoltaic parallel in system resonance suppressing method
CN108696170A (en) * 2018-04-25 2018-10-23 华南理工大学 Determine frequency finite aggregate model predictive control method for two level three-phase inverters
CN108712102A (en) * 2018-06-13 2018-10-26 郑州轻工业学院 A kind of low-loss voltage source inverter model prediction current control method
CN109787278A (en) * 2019-01-10 2019-05-21 东莞市钜大电子有限公司 A kind of dead beat grid-connected control method based on interpolative prediction and inductance compensation
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CN115224967A (en) * 2022-08-17 2022-10-21 南通大学 Two-level grid-connected inverter multi-vector finite control set model prediction control method
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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101638061A (en) * 2009-08-26 2010-02-03 上海磁浮交通发展有限公司 Method for suppressing line-side harmonics of magnetic-levitation train tractive power supply system capable of feeding back braking energy
CN102148580A (en) * 2010-02-08 2011-08-10 南京冠亚电源设备有限公司 Deadbeat current control method for adding zero vector for grid-connected inverter

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101638061A (en) * 2009-08-26 2010-02-03 上海磁浮交通发展有限公司 Method for suppressing line-side harmonics of magnetic-levitation train tractive power supply system capable of feeding back braking energy
CN102148580A (en) * 2010-02-08 2011-08-10 南京冠亚电源设备有限公司 Deadbeat current control method for adding zero vector for grid-connected inverter

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