CN110456645B - A Discrete Repetitive Control Method for Inverters - Google Patents
A Discrete Repetitive Control Method for Inverters Download PDFInfo
- Publication number
- CN110456645B CN110456645B CN201910761405.XA CN201910761405A CN110456645B CN 110456645 B CN110456645 B CN 110456645B CN 201910761405 A CN201910761405 A CN 201910761405A CN 110456645 B CN110456645 B CN 110456645B
- Authority
- CN
- China
- Prior art keywords
- inverter
- tracking error
- attraction
- interference
- discrete
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 230000003252 repetitive effect Effects 0.000 title claims abstract description 34
- 238000000034 method Methods 0.000 title claims abstract description 27
- 230000001629 suppression Effects 0.000 claims abstract description 10
- 230000014509 gene expression Effects 0.000 claims abstract description 8
- 230000008569 process Effects 0.000 claims abstract description 7
- 230000000737 periodic effect Effects 0.000 claims description 11
- 230000009471 action Effects 0.000 claims description 10
- RPOCQUTXCSLYFJ-UHFFFAOYSA-N n-(4-ethylphenyl)-2-(2-methyl-3,5-dioxothiomorpholin-4-yl)acetamide Chemical compound C1=CC(CC)=CC=C1NC(=O)CN1C(=O)C(C)SCC1=O RPOCQUTXCSLYFJ-UHFFFAOYSA-N 0.000 claims description 5
- 108010067930 structure-specific endonuclease I Proteins 0.000 claims description 5
- 238000013178 mathematical model Methods 0.000 claims description 4
- 230000002401 inhibitory effect Effects 0.000 claims 1
- 238000006243 chemical reaction Methods 0.000 abstract 2
- 238000004088 simulation Methods 0.000 description 14
- 238000013461 design Methods 0.000 description 10
- 244000145845 chattering Species 0.000 description 7
- 230000006870 function Effects 0.000 description 7
- 238000005070 sampling Methods 0.000 description 6
- 238000010586 diagram Methods 0.000 description 5
- 101100285899 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) SSE2 gene Proteins 0.000 description 4
- 230000006399 behavior Effects 0.000 description 4
- 230000008901 benefit Effects 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000009825 accumulation Methods 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000012938 design process Methods 0.000 description 1
- 230000008030 elimination Effects 0.000 description 1
- 238000003379 elimination reaction Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/042—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02M—APPARATUS 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
- H02M7/00—Conversion of AC power input into DC power output; Conversion of DC power input into AC power output
- H02M7/42—Conversion of DC power input into AC power output without possibility of reversal
- H02M7/44—Conversion of DC power input into AC power output without possibility of reversal by static converters
- H02M7/48—Conversion 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
- H02M7/53—Conversion 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
- H02M7/537—Conversion 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
- H02M7/5387—Conversion 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
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Feedback Control In General (AREA)
Abstract
Description
技术领域technical field
本发明涉及一种用于逆变器的离散重复控制方法,该方法适于逆变电源,也适用于工业控制中的周期运行过程。The invention relates to a discrete repetitive control method for an inverter, which is suitable for an inverter power supply and also for a periodic operation process in industrial control.
背景技术Background technique
重复控制器是一种具有“周期学习”特性的控制技术。这种控制技术采用延迟时间为T的延迟环节的正反馈形式1/(1-e-Ts)来构造周期为T的周期信号内模,并将其嵌入稳定的闭环系统中,内模输出就会对输入信号逐周期累加形成控制作用,解决参考信号的周期跟踪或周期性干扰信号的抑制问题。目前已经广泛应用于电机伺服系统、电力电子逆变器、硬盘/光盘伺服系统及其它重复运行过程。The repetitive controller is a control technique with a "cycle learning" feature. This control technology uses the
实际工程中采用计算机控制技术,控制系统多是以离散时间方式实现。离散重复控制器设计主要有两种途径:一种是通过对连续重复控制器离散化得到;另一种是直接针对离散时间系统进行控制器设计。取采样周期Ts,使得参考信号周期为采样周期的整数倍,记每个周期中的采样点个数为N,即T=NTs。这样,离散周期信号内模为1/(1-Z-N)。离散重复控制器频域设计采用这种离散内模。Computer control technology is used in practical engineering, and the control system is mostly realized in discrete time mode. There are two main ways to design discrete repetitive controllers: one is obtained by discretizing continuous repetitive controllers; the other is to design controllers directly for discrete time systems. The sampling period T s is taken so that the reference signal period is an integer multiple of the sampling period, and the number of sampling points in each period is denoted as N, that is, T=NT s . In this way, the internal modulus of the discrete periodic signal is 1/(1-Z- N ). The discrete repetitive controller frequency domain design uses this discrete internal model.
实际中采用周期参考信号下的逆变器控制技术,系统多是以离散方式实现,存在抖振问题,无法对周期干扰信号进行完全抑制。对于断续特性带来的抖振问题,常用的方法就是连续化处理方法,例如饱和函数,双曲正切函数以及单位向量连续化函数等代替符号函数,但这样处理会降低系统的收敛速度和鲁棒性。此外,在消除周期干扰的同时,进一步抑制非周期干扰或分数间谐波等信号,有效减小稳态误差界是亟待解决的难题。In practice, the inverter control technology under the periodic reference signal is used, and the system is mostly implemented in a discrete manner, which has the problem of chattering and cannot completely suppress the periodic interference signal. For the chattering problem caused by discontinuous characteristics, the commonly used method is continuous processing methods, such as saturation function, hyperbolic tangent function and unit vector continuous function instead of symbolic function, but such processing will reduce the convergence speed and robustness of the system. Awesome. In addition, while eliminating periodic interference, further suppressing signals such as aperiodic interference or fractional interharmonics, and effectively reducing the steady-state error bound is an urgent problem to be solved.
发明内容SUMMARY OF THE INVENTION
本发明提供了一种用于逆变器的离散重复控制方法。为了抑制逆变器齐次/偶次谐波和分数间谐波对系统性能的影响,提高跟踪控制精度,采用等效干扰二阶差分补偿技术,将其嵌入到新型双曲正切吸引律,据此设计出离散重复控制器,使得闭环系统具有双曲正切吸引律所刻画的特性,从而抑制逆变器齐次/偶次谐波和分数谐波。本发明具体给出绝对吸引层、稳态误差带以及跟踪误差首次进入稳态误差带所需的最多步数等3个指标的具体表达式,用于指导控制器参数整定。The present invention provides a discrete repetitive control method for an inverter. In order to suppress the influence of inverter homogeneous/even harmonics and fractional harmonics on system performance and improve the tracking control accuracy, the equivalent interference second-order differential compensation technology is used to embed it into the new hyperbolic tangent attraction law. The discrete repetitive controller is designed to make the closed-loop system have the characteristics described by the hyperbolic tangent attraction law, thereby suppressing the inverter homogeneous/even harmonics and fractional harmonics. The invention specifically provides the specific expressions of three indexes, such as the absolute attraction layer, the steady-state error band, and the maximum number of steps required for the tracking error to enter the steady-state error band for the first time, which is used to guide the parameter setting of the controller.
本发明解决上述技术问题采用的技术方案是:The technical scheme adopted by the present invention to solve the above-mentioned technical problems is:
一种用于逆变器的离散重复控制方法,为抑制逆变器的齐次/偶次谐波和分数间谐波,使得系统输出在有有限时间内逼近给定的参考信号,本发明构造下述离散新型双曲正切吸引律:A discrete repetitive control method for an inverter, in order to suppress the homogeneous/even harmonics and fractional inter-harmonics of the inverter, so that the system output can approach a given reference signal in a limited time, the present invention constructs The following discrete new hyperbolic tangent law of attraction:
其中,0<ρ<1,ε≥0,δ>0为用于调整吸引速度的参数;ek+1,ek分为k+1,k时刻的跟踪误差,且ek=rk-yk;Among them, 0<ρ<1, ε≥0, δ>0 are the parameters used to adjust the suction speed; e k+1 , e k is divided into k+1, the tracking error at time k, and e k =r k -y k ;
在吸引律(1)中,跟踪误差ek的动态行为如下:1)当且ε>0时,跟踪误差将严格单调收敛,无抖振、无正负交替地收敛于的邻域内;2)当且ε>0时,跟踪误差将严格绝对收敛,正负交替的收敛于原点;3)当ek≠0且ε=0时,跟踪误差将严格单调收敛,无抖振、无正负交替的收敛于原点;4)当ek≠0且ε>0时,跟踪误差从任意初始值e0开始经过步首次穿越原点;其中,为不小于·的最小整数;In the law of attraction (1), the dynamic behavior of the tracking error ek is as follows: 1) When And when ε > 0, the tracking error will converge strictly monotonically, with no chattering and no positive and negative alternation. within the neighborhood of ; 2) when And when ε>0, the tracking error will be strictly and absolutely convergent, and the positive and negative alternately will converge to the origin; 3) When e k ≠ 0 and ε=0, the tracking error will be strictly monotonic convergence, no chattering, no positive and negative alternating Convergence to the origin; 4) When e k ≠ 0 and ε > 0, the tracking error starts to pass from an arbitrary initial value e 0 step crosses the origin for the first time; where, is the smallest integer not less than ·;
为了提高系统对齐次、偶次以及分数谐波干扰的抑制能力,采用等效干扰二阶差分补偿技术,将离散吸引律(1)修正为In order to improve the system's ability to suppress align-order, even-order and fractional harmonic interference, the second-order differential compensation technology of equivalent interference is used, and the discrete attraction law (1) is modified as
其中,dk+1=wk+1-wk+1-N表示k+1时刻等效干扰,可实现齐次谐波和偶次谐波的抑制;用于补偿逆变器的间(分数次)谐波和其他非周期干扰;Among them, d k+1 =w k+1 -w k+1-N represents the equivalent interference at time k+1, which can realize the suppression of homogeneous harmonics and even harmonics; For compensating inverter inter (fractional) harmonics and other aperiodic disturbances;
依据吸引律(4)设计离散重复控制器为According to the law of attraction (4), the discrete repetitive controller is designed as
其中,uk,uk-1,uk-N,uk-1-N分别为第k,k-1,k-N,k-1-N时刻的控制输入信号;yk,yk-1,yk-1-N,yk-N,yk+1-N分别为第k,k-1,k-1-N,k-N,k+1-N时刻的输出信号;rk+1为k+1时刻的给定参考信号;N为给定参考信号的周期;式(5)中的a1,a2,b1,b2为逆变器的系统参数,逆变器的数学模型如下:Among them, u k , u k-1 , u kN , u k-1-N are the control input signals at the kth, k-1, kN, k-1-N times respectively; y k , y k-1 , y k-1-N , y kN , y k+1-N are the output signals at the kth, k-1, k-1-N, kN, k+1-N times respectively; r k+1 is k+1 The given reference signal at the moment; N is the period of the given reference signal; a 1 , a 2 , b 1 , b 2 in the formula (5) are the system parameters of the inverter, and the mathematical model of the inverter is as follows:
yk+1+a1yk+a2yk-1=b1uk+b2uk-1+wk+1 (6)y k+1 +a 1 y k +a 2 y k-1 =b 1 u k +b 2 u k-1 +w k+1 (6)
其中,yk+1,yk,yk-1为逆变器k+1,k,k-1时刻的输出信号,uk,uk-1表示逆变器k,k-1时刻的控制输入信号,a1,a2,b1,b2为系统参数;wk+1为k+1时刻的系统干扰信号,包括齐次谐波、偶次谐波以及其他间谐波和参数摄动;Among them, y k+1 , y k , y k-1 are the output signals of the inverter k+1, k, k-1 time, u k , u k-1 represent the inverter k, k-1 time Control input signal, a 1 , a 2 , b 1 , b 2 are system parameters; w k+1 is the system interference signal at time k+1, including homogeneous harmonics, even harmonics and other interharmonics and parameters Perturbed;
将uk作为逆变器的控制输入信号,可量测获得逆变器系统输出信号yk,跟随参考信号rk变化,且系统跟踪误差的动态行为由式(4)表征;Taking u k as the control input signal of the inverter, the output signal y k of the inverter system can be measured and obtained, which changes with the reference signal r k , and the dynamic behavior of the system tracking error is represented by equation (4);
进一步,为表征吸引律的吸引过程,本发明给出绝对吸引层、稳态误差带以及跟踪误差首次进入稳态误差带所需最多步数这3个指标的具体表达式;这3个指标可用于指导控制器参数整定,其中绝对吸引层和稳态误差带的定义如下:Further, in order to characterize the attraction process of the law of attraction, the present invention provides the specific expressions of the absolute attraction layer, the steady-state error band, and the maximum number of steps required for the tracking error to enter the steady-state error band for the first time; these three indices can be used. It is used to guide the parameter tuning of the controller, where the absolute attraction layer and the steady-state error band are defined as follows:
1)绝对吸引层ΔAAL 1) Absolute attraction layer Δ AAL
|ek+1|<|ek|,当|ek|>ΔAAL (7)|e k+1 |<|e k |, when |e k |>Δ AAL (7)
2)稳态误差带ΔSSE 2) Steady state error band Δ SSE
|ek+1|≤ΔSSE,当|ek|≤ΔSSE (8)|e k+1 |≤Δ SSE , when |e k |≤Δ SSE (8)
这里,ΔAAL为绝对吸引层边界,ΔSSE为稳态误差带边界。Here, ΔAAL is the absolute attraction layer boundary, and ΔSSE is the steady-state error band boundary.
在离散重复控制器(5)作用下,且等效干扰二阶差分补偿误差满足Under the action of the discrete repetitive controller (5), and the equivalent disturbance second-order differential compensation error satisfies
时,各指标的表达式如下:, the expressions of each indicator are as follows:
1)绝对吸引层ΔAAL表示为:1) The absolute attraction layer ΔAAL is expressed as:
ΔAAL=max{ΔAAL1,ΔAAL2} (10)Δ AAL = max{Δ AAL1 ,Δ AAL2 } (10)
式中,ΔAAL1,ΔAAL2为正实数,且满足In the formula, Δ AAL1 and Δ AAL2 are positive real numbers and satisfy
其中,Δ为等效干扰补偿误差的上确界;Among them, Δ is the supremum of the equivalent interference compensation error;
2)稳态误差带ΔSSE表示为:2) The steady-state error band Δ SSE is expressed as:
ΔSSE=max{ΔSSE1,ΔSSE2,Δ}Δ SSE =max{Δ SSE1 ,Δ SSE2 ,Δ}
(12) (12)
式中,ΔSSE1,ΔSSE2为正实数,由下式确定In the formula, Δ SSE1 and Δ SSE2 are positive real numbers, which are determined by the following formula
式中,ξ为正实数,由下式确定In the formula, ξ is a positive real number, which is determined by the following formula
式中,sech(·)是双曲正割函数, where sech( ) is the hyperbolic secant function,
3)收敛步数|k**|3) Convergence steps |k ** |
其中,e0为跟踪误差初始值,ei为第i时刻的跟踪误差;ψ满足Among them, e 0 is the initial value of the tracking error, e i is the tracking error at the ith moment; ψ satisfies
本发明的技术构思为:提出一种用于逆变器的离散重复控制器,是一种时域设计方法,它不同于普遍采用的频域方法。控制器的时域设计易于结合现有的干扰抑制手段。本发明将等效干扰二阶差分补偿项嵌入到吸引律中,在实现对齐次谐波、偶次谐波以及分数谐波干扰有效抑制的同时,使得系统跟踪误差的稳态误差界更小。The technical idea of the present invention is to propose a discrete repetitive controller for inverters, which is a time domain design method, which is different from the commonly used frequency domain method. The time-domain design of the controller is easy to incorporate with existing interference suppression methods. The invention embeds the second-order differential compensation term of equivalent interference into the law of attraction, and at the same time achieves effective suppression of the interference of aligned harmonics, even harmonics and fractional harmonics, and makes the steady-state error bound of the system tracking error smaller.
本发明的控制效果主要表现在:具有等效干扰二阶差补偿、齐次谐波和偶次谐波完全消除、分数谐波有效抑制、快速收敛性能和高跟踪精度。The control effects of the present invention are mainly manifested in: equivalent interference second-order difference compensation, complete elimination of homogeneous harmonics and even-order harmonics, effective suppression of fractional harmonics, fast convergence performance and high tracking accuracy.
附图说明Description of drawings
图1是基于吸引律方法的控制系统设计流程图。Fig. 1 is the control system design flow chart based on the law of attraction method.
图2是本发明所提出的吸引律、指数吸引律以及常规双曲正切吸引律的误差收敛速度比较图。FIG. 2 is a comparison diagram of the error convergence speed of the law of attraction proposed by the present invention, the law of exponential attraction and the conventional law of attraction of hyperbolic tangent.
图3是离散重复控制器方框图。Figure 3 is a block diagram of a discrete repetitive controller.
图4是离散重复控制系统的内模方框图。Figure 4 is an internal model block diagram of the discrete repetitive control system.
图5是本发明实施例中逆变器控制系统框图。FIG. 5 is a block diagram of an inverter control system in an embodiment of the present invention.
图6是在控制器(9)(只存在齐次/偶次谐波,且考虑干扰补偿项作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 6 is in the controller (9) (there are only homogeneous/even harmonics, and the interference compensation term is considered The given reference signal, output signal and tracking error signal under the action;
图7是在控制器(9)(只存在齐次/偶次谐波,且考虑干扰补偿项)作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 7 is in the controller (9) (there are only homogeneous/even harmonics, and the interference compensation term is considered ) under the action of the given reference signal, output signal and tracking error signal;
图8是在控制器(9)(只存在齐次/偶次谐波,且考虑干扰补偿项)作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 8 is in the controller (9) (there are only homogeneous/even harmonics, and the interference compensation term is considered ) under the action of the given reference signal, output signal and tracking error signal;
图9是在控制器(9)(存在齐次/偶次/分数谐波,且考虑干扰补偿项)作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 9 is in the controller (9) (the existence of homogeneous/even/fractional harmonics, and considering the interference compensation term ) under the action of the given reference signal, output signal and tracking error signal;
图10是在控制器(9)(只存在齐次/偶次/分数谐波,且考虑干扰补偿项)作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 10 is in the controller (9) (there are only homogeneous/even/fractional harmonics, and the interference compensation term is considered ) under the action of the given reference signal, output signal and tracking error signal;
图11是在控制器(9)(只存在齐次/偶次/分数谐波,且考虑干扰补偿项)作用下的给定参考信号、输出信号和跟踪误差信号;Fig. 11 is in the controller (9) (only homogeneous/even/fractional harmonics exist, and the disturbance compensation term is considered ) under the action of the given reference signal, output signal and tracking error signal;
具体实施方式Detailed ways
下面结合附图对本发明具体实施方式做进一步描述。The specific embodiments of the present invention will be further described below with reference to the accompanying drawings.
参照图1-11,一种用于逆变器的离散重复控制方法,控制系统设计流程图见图1,其所述的逆变器控制系统数学模型为:Referring to Figure 1-11, a discrete repetitive control method for an inverter, the control system design flowchart is shown in Figure 1, and the mathematical model of the inverter control system is:
yk+1+a1yk+a2yk-1=b1uk+b2uk-1+wk+1 (1)y k+1 +a 1 y k +a 2 y k-1 =b 1 u k +b 2 u k-1 +w k+1 (1)
其中,yk+1,yk,yk-1为逆变器k+1,k,k-1时刻的输出信号,uk,uk-1表示逆变器k,k-1时刻的控制输入信号,a1,a2,b1,b2为系统参数;wk+1为k+1时刻的系统干扰信号,包括齐次谐波、偶次谐波以及其他间(分数次)谐波和参数摄动;Among them, y k+1 , y k , y k-1 are the output signals of the inverter k+1, k, k-1 time, u k , u k-1 represent the inverter k, k-1 time Control input signal, a 1 , a 2 , b 1 , b 2 are system parameters; w k+1 is the system interference signal at
给定参考信号rk是周期为N的正弦信号,满足The given reference signal r k is a sinusoidal signal with a period of N, which satisfies
rk=Asin(2πk/N),rk=rk-N (2)r k =Asin(2πk/N), r k =r kN (2)
其中,rk,rk-N分别为k,k-N时刻的给定参考信号,A为给定参考信号rk的幅值;Among them, r k , r kN are the given reference signals at time k, kN respectively, and A is the amplitude of the given reference signal r k ;
本发明构造下述离散新型双曲正切吸引律:The present invention constructs the following discrete new hyperbolic tangent attraction law:
其中,0<ρ<1,ε≥0,δ>0为用于调整吸引速度的参数;ek+1,ek分为k+1,k时刻的跟踪误差,且ek=rk-yk;图2为本发明所提出的吸引律(实线)、常规双曲正切吸引律(点划线)和指数吸引律ek+1=(1-ρ)ek-εsgn(ek)(虚线)的比较图;由图2可知本发明所提出的吸引律在减少了系统颤振的同时,实现了更快速误差收敛;Among them, 0<ρ<1, ε≥0, δ>0 are the parameters used to adjust the suction speed; e k+1 , e k is divided into k+1, the tracking error at time k, and e k =r k -y k ; Fig. 2 is the law of attraction (solid line) proposed by the present invention, the law of attraction of conventional hyperbolic tangent (dotted line) and exponential attraction law e k+1 =(1-ρ)e k -εsgn(e k ) (dotted line) comparison diagram; it can be seen from FIG. 2 that the attraction law proposed by the present invention reduces the system vibration At the same time of vibration, faster error convergence is achieved;
在吸引律(1)中,跟踪误差ek的动态行为如下:1)当且ε>0时,跟踪误差将严格单调收敛,无抖振、无正负交替地收敛于的邻域内;2)当且ε>0时,跟踪误差将严格绝对收敛,正负交替地收敛于原点地邻域内;3)当ek≠0且ε=0时,跟踪误差将严格单调收敛,无抖振、无正负交替地收敛于原点;4)当ek≠0且ε>0时,跟踪误差从任意初始值e0开始经过步首次穿越原点;其中,为不小于·的最小整数;In the law of attraction (1), the dynamic behavior of the tracking error ek is as follows: 1) When And when ε > 0, the tracking error will converge strictly monotonically, with no chattering and no positive and negative alternation. within the neighborhood of ; 2) when And when ε>0, the tracking error will converge strictly and absolutely, and the positive and negative will converge in the neighborhood of the origin alternately; 3) When e k ≠ 0 and ε=0, the tracking error will converge strictly monotonically, no chattering, no positive Negative alternately converge to the origin; 4) When e k ≠ 0 and ε > 0, the tracking error starts to pass from an arbitrary initial value e 0 step crosses the origin for the first time; where, is the smallest integer not less than ·;
为了提高系统对齐次、偶次以及分数谐波干扰的抑制能力,可将离散吸引律(3)修正为In order to improve the suppression ability of the system for align-order, even-order and fractional harmonic interference, the discrete attraction law (3) can be modified as
其中,dk+1=wk+1-wk+1-N表示k+1时刻等效干扰,可实现齐次谐波和偶次谐波的抑制;用于补偿逆变器的间(分数次)谐波和其他非周期干扰;Among them, d k+1 =w k+1 -w k+1-N represents the equivalent interference at
由跟踪误差ek=rk-yk和系统(1)知,According to the tracking error e k =r k -y k and the system (1),
将dk+1=wk+1-wk+1-N表达为Express d k+1 =w k+1 -w k+1-N as
将式(8)代入式(6),则离散重复控制器的表达式(见图3)为Substituting Equation (8) into Equation (6), the expression of the discrete repetitive controller (see Figure 3) is
如图4所示,重复控制器(9)也可以表达成As shown in Figure 4, the repetition controller (9) can also be expressed as
uk=uk-N+vk (10)u k = u kN +v k (10)
其中,in,
将uk作为逆变器的控制输入信号,可量测获得逆变器系统输出信号yk,跟随参考信号rk变化,且系统跟踪误差的动态行为由式(6)表征;Taking u k as the control input signal of the inverter, the output signal y k of the inverter system can be measured and obtained, which changes with the reference signal r k , and the dynamic behavior of the system tracking error is represented by equation (6);
进一步,为表征吸引律的吸引过程,本发明给出绝对吸引层、稳态误差带以及跟踪误差首次进入稳态误差带所需最多步数这3个指标的具体表达式;这3个指标可用于指导控制器参数整定,其中绝对吸引层和稳态误差带的定义如下:Further, in order to characterize the attraction process of the law of attraction, the present invention provides the specific expressions of the absolute attraction layer, the steady-state error band, and the maximum number of steps required for the tracking error to enter the steady-state error band for the first time; these three indices can be used. It is used to guide the parameter tuning of the controller, where the absolute attraction layer and the steady-state error band are defined as follows:
1)绝对吸引层ΔAAL 1) Absolute attraction layer Δ AAL
|ek+1|<|ek|,当|ek|>ΔAAL (12)|e k+1 |<|e k |, when |e k |>Δ AAL (12)
2)稳态误差带ΔSSE 2) Steady state error band Δ SSE
|ek+1|≤ΔSSE,当|ek|≤ΔSSE (13)|e k+1 |≤Δ SSE , when |e k |≤Δ SSE (13)
这里,ΔAAL为绝对吸引层边界,ΔSSE为稳态误差带边界。Here, ΔAAL is the absolute attraction layer boundary, and ΔSSE is the steady-state error band boundary.
在离散重复控制器(9)作用下,且等效干扰二阶差分补偿误差满足Under the action of the discrete repetitive controller (9), and the equivalent disturbance second-order differential compensation error satisfies
时,各指标的表达式如下:, the expressions of each indicator are as follows:
1)绝对吸引层ΔAAL表示为:1) The absolute attraction layer ΔAAL is expressed as:
ΔAAL=max{ΔAAL1,ΔAAL2} (15)Δ AAL = max{Δ AAL1 ,Δ AAL2 } (15)
式中,ΔAAL1,ΔAAL2为正实数,且满足In the formula, Δ AAL1 and Δ AAL2 are positive real numbers and satisfy
其中,Δ为等效干扰二阶差分补偿误差的上确界;Among them, Δ is the supremum of the second-order differential compensation error of equivalent interference;
2)稳态误差带ΔSSE表示为:2) The steady-state error band Δ SSE is expressed as:
ΔSSE=max{ΔSSE1,ΔSSE2,Δ}Δ SSE =max{Δ SSE1 ,Δ SSE2 ,Δ}
(17) (17)
式中,ΔSSE1,ΔSSE2为正实数,由下式确定In the formula, Δ SSE1 and Δ SSE2 are positive real numbers, which are determined by the following formula
式中,ξ为正实数,由下式确定In the formula, ξ is a positive real number, which is determined by the following formula
式中,sech(·)是双曲正割函数, where sech( ) is the hyperbolic secant function,
3)收敛步数|k**|3) Convergence steps |k ** |
其中,e0为跟踪误差初始值,ei为第i时刻的跟踪误差;ψ满足Among them, e 0 is the initial value of the tracking error, e i is the tracking error at the ith moment; ψ satisfies
再进一步,离散重复控制器设计完成后,需要整定其中的控制器参数。可调参数ρ,ε,δ的整定可根据表征吸引律吸引过程的3个指标进行。Further, after the discrete repetitive controller design is completed, the controller parameters need to be tuned. Adjustable parameters ρ, ε, δ can be adjusted according to the three indicators that characterize the attraction process of the law of attraction.
对于上述重复控制器设计做以下说明:The following descriptions are made for the above repetitive controller design:
1)本发明所提出的吸引律采用双曲正切函数设计新型的吸引律;与指数吸引律和常规双曲正切吸引律相比较,本发明所提出的吸引律在收敛速度和减少系统抖振方面有显著的优势(见图2);1) The law of attraction proposed by the present invention adopts the hyperbolic tangent function to design a new law of attraction; compared with the law of attraction of the exponential and the conventional law of attraction of the hyperbolic tangent, the law of attraction proposed by the present invention is in terms of convergence speed and reduction of system chattering. There are significant advantages (see Figure 2);
2)在吸引律中引入dk+1反映了对于已知周期的周期干扰信号的抑制措施,比如逆变器中的齐次和偶次谐波干扰;为dk+1的补偿值,用于补偿分数谐波和其他非周期干扰。干扰补偿方法常用的有两种:(1)一种简单的补偿值确定方法是一步延迟方法,即(2)一种dk+1界已知时的补偿值确定方法。设等效干扰dk+1的上、下界分别为du、dl,则dk+1满足不等式dl≤dk+1≤du;记则可取 2) The introduction of d k+1 into the law of attraction reflects the suppression measures for periodic interference signals with known periods, such as homogeneous and even harmonic interference in inverters; is the compensation value of d k+1 , which is used to compensate fractional harmonics and other aperiodic disturbances. There are two commonly used interference compensation methods: (1) A simple compensation value determination method is a one-step delay method, namely (2) A compensation value determination method when the d k+1 bound is known. Let the upper and lower bounds of the equivalent disturbance d k+1 be d u and d l respectively, then d k+1 satisfies the inequality d l ≤d k+1 ≤d u ; but desirable
本发明采用等效干扰二阶差分补偿技术,用用于补偿逆变器的间(分数次)谐波和其他非周期干扰,可得使得使得系统跟踪误差的稳态误差界达到dk+1-2dk+dk-1=O(T3),获得更小稳态误差界。The invention adopts the equivalent interference second-order differential compensation technology, and uses For compensating the inverter's inter (fractional) harmonics and other aperiodic disturbances, it can be obtained that the steady-state error bound of the system tracking error reaches d k+1 -2d k +d k-1 =O(T 3 ) to obtain a smaller steady-state error bound.
3)式(9)中,yk-1,yk+1-N,yk,yk-N,yk-N-1均可通过量测得到;uk-N,uk,uk-1,uk-1-N,为控制信号的存储值,可从内存中读取。3) In formula (9), y k-1 , y k+1-N , y k , y kN , y kN-1 can be obtained by measurement; u kN , u k , u k-1 , u k -1-N , which is the stored value of the control signal, which can be read from memory.
4)本发明给出的吸引律方法也适用于常值参考信号下的反馈控制。等效干扰为dk+1=wk+1-wk;其控制器如下:4) The law of attraction method given in the present invention is also suitable for feedback control under the constant value reference signal. The equivalent disturbance is d k+1 =w k+1 -w k ; its controller is as follows:
实施例Example
针对逆变器输出波形进行闭环控制。如图5所示,采用的逆变器系统由给定正弦信号部分,重复控制器,PWM调制部分,逆变器主控电路以及采样电路构成。其中给定正弦信号、重复控制器以及PWM调制模块均由DSP控制板实现,其余部分均由逆变器硬件电路实现。整个逆变器控制系统由DSP给定需要输出的期望信号,经过PWM调制后驱动逆变器的功率开关管的高低脉冲信号,实现导通和关断。逆变器输出信号经过LC滤波器还原成正弦信号,由电压传感器和和电流传感器来采样所需的电压和电流等信号数据返回到DSP,然后经过重复控制器作用后修正输入信号,实现逆变器波形跟踪控制,降低逆变器输出波形的THD值。Closed-loop control of the inverter output waveform. As shown in Figure 5, the adopted inverter system consists of a given sinusoidal signal part, a repetitive controller, a PWM modulation part, an inverter main control circuit and a sampling circuit. The given sinusoidal signal, repetitive controller and PWM modulation module are all realized by the DSP control board, and the rest are realized by the inverter hardware circuit. The entire inverter control system is given the desired output signal by the DSP, and after PWM modulation, the high and low pulse signals of the power switch tube of the inverter are driven to realize on and off. The output signal of the inverter is restored to a sinusoidal signal through the LC filter, and the required voltage and current signal data are sampled by the voltage sensor and the current sensor and returned to the DSP, and then the input signal is corrected after repeating the action of the controller to realize the inverter. The inverter waveform tracking control reduces the THD value of the inverter output waveform.
下面给出逆变器离散重复控制器的设计过程。The design process of the inverter discrete repetitive controller is given below.
首先建立系统数学模型。将逆变器的主控电路、LC滤波电路以及采样电路作为对象进行建模,得到如下二阶差分方程模型Firstly, the mathematical model of the system is established. The main control circuit, LC filter circuit and sampling circuit of the inverter are modeled as objects, and the following second-order differential equation model is obtained
yk+1+a1yk+a2yk-1=b1uk+b2uk-1+wk+1 (23)y k+1 +a 1 y k +a 2 y k-1 =b 1 u k +b 2 u k-1 +w k+1 (23)
其中,yk+1,yk,yk-1分别表示k+1,k,k-1时刻的逆变器输出电压,uk,uk-1表示k和k-1时刻逆变器的控制量,wk+1为逆变器系统的不确定特性,由外部干扰以及未建模特性等所组成。模型中的系统参数a1,a2,b1,b2通过机理建模所获得,其具体取值如下:Among them, y k+1 , y k , y k-1 represent the inverter output voltages at times k+1, k, k-1, respectively, and u k , u k-1 represent the inverters at times k and k-1 The control quantity of , w k+1 is the uncertain characteristic of the inverter system, which is composed of external disturbances and unmodeled characteristics. The system parameters a 1 , a 2 , b 1 , and b 2 in the model are obtained through mechanism modeling, and their specific values are as follows:
a1=-0.5775,a2=0.2804,b1=0.4102,b2=0.2589 (24)a 1 =-0.5775,a 2 =0.2804,b 1 =0.4102,b 2 =0.2589 (24)
实施例中,逆变器的给定参考信号rk+1=220sin(2πfkTs),单位为V,信号频率为50Hz,采样周期为Ts=0.0001s,参考信号周期为0.02s。逆变器系统的扰动信号为In the embodiment, the inverter's given reference signal r k+1 =220sin( 2πfkTs ), the unit is V, the signal frequency is 50Hz, the sampling period is Ts =0.0001s, and the reference signal period is 0.02s. The disturbance signal of the inverter system is
其中,第一项用于模拟逆变器齐次谐波干扰信号,第二项用于模拟逆变器偶次谐波干扰信号,第三项用于模拟逆变器间(分数次)谐波干扰信号,第四项为随机扰动信号。Among them, the first term is used to simulate the homogeneous harmonic interference signal of the inverter, the second term is used to simulate the even harmonic interference signal of the inverter, and the third term is used to simulate the inter-inverter (fractional) harmonics The interference signal, the fourth term is the random disturbance signal.
取上述系统参数进行数值仿真,用于检验离散重复控制器在逆变器系统上的实施结果。Numerical simulation is carried out with the above system parameters to verify the implementation results of discrete repetitive controller on the inverter system.
1)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰只考虑齐次谐波和偶次谐波干扰,则h1=10,h2=5,h3=0,h4=0;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,仿真结果见图6。1) Using the controller (9) and considering the interference compensation term During the simulation, the inverter system interference only considers the homogeneous harmonic and even harmonic interference, then h 1 =10,h 2 =5,h 3 =0,h 4 =0; the controller parameters are selected as ρ=0.5 , ε = 0.2, δ = 0.5, the simulation results are shown in Figure 6.
2)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰只考虑齐次谐波和偶次谐波干扰,则h1=10,h2=5,h3=0,h4=0;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,仿真结果见图7。2) Adopt the controller (9) and consider the interference compensation term During the simulation, the inverter system interference only considers the homogeneous harmonic and even harmonic interference, then h 1 =10,h 2 =5,h 3 =0,h 4 =0; the controller parameters are selected as ρ=0.5 , ε=0.2, δ=0.5, the simulation results are shown in Figure 7.
3)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰只考虑齐次谐波和偶次谐波干扰,则h1=10,h2=5,h3=0,h4=0;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,仿真结果见图8。3) Using the controller (9) and considering the interference compensation term During the simulation, the inverter system interference only considers the homogeneous harmonic and even harmonic interference, then h 1 =10,h 2 =5,h 3 =0,h 4 =0; the controller parameters are selected as ρ=0.5 , ε=0.2, δ=0.5, and the simulation results are shown in Figure 8.
4)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰考虑齐次谐波、偶次谐波干扰、分数谐波干扰以及随机干扰,则h1=10,h2=5,h3=2,h4=0.05,可获得Δ=2.6341;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,可得ΔAAL=ΔSSE=3.6483;仿真结果见图9。4) Using the controller (9) and considering the interference compensation term During simulation, the inverter system interference considers homogeneous harmonics, even-order harmonics, fractional harmonics and random interference, then h 1 =10, h 2 =5, h 3 =2,h 4 =0.05, which can be Obtain Δ = 2.6341; the controller parameters are selected as ρ = 0.5, ε = 0.2, δ = 0.5, Δ AAL = Δ SSE = 3.6483; the simulation results are shown in Figure 9.
5)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰考虑齐次谐波、偶次谐波干扰、分数谐波干扰以及随机干扰,则h1=10,h2=5,h3=2,h4=0.05,可获得Δ=0.762;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,可得ΔAAL=ΔSSE=0.7929;仿真结果见图10。5) Adopt the controller (9) and consider the interference compensation term During simulation, the inverter system interference considers homogeneous harmonics, even-order harmonics, fractional harmonics and random interference, then h 1 =10, h 2 =5, h 3 =2,h 4 =0.05, which can be Δ=0.762 is obtained; the controller parameters are selected as ρ=0.5, ε=0.2, δ=0.5, and ΔAAL = ΔSSE =0.7929 can be obtained; the simulation results are shown in Figure 10.
6)采用控制器(9)且考虑干扰补偿项仿真时,逆变器系统干扰考虑齐次谐波、偶次谐波干扰、分数谐波干扰以及随机干扰,则h1=10,h2=5,h3=2,h4=0.05,可获得Δ=0.2989;控制器参数选取为ρ=0.5,ε=0.2,δ=0.5,可得ΔAAL=0.331,ΔSSE=0.3327;仿真结果见图11。6) Adopt the controller (9) and consider the interference compensation term During simulation, the inverter system interference considers homogeneous harmonics, even-order harmonics, fractional harmonics and random interference, then h 1 =10, h 2 =5, h 3 =2,h 4 =0.05, which can be Δ=0.2989 is obtained; the controller parameters are selected as ρ=0.5, ε=0.2, δ=0.5, ΔAAL =0.331, ΔSSE =0.3327; the simulation results are shown in Figure 11.
上述数值仿真结果验证了本发明专利给出的离散重复控制器在0.02s起作用,从图6-8所示,重复控制可以很好的消除周期干扰(齐次谐波和偶次谐波干扰)。从图9-11所示,采用等效干扰二阶差分补偿技术的重复控制器在抑制分数谐波信号上有更大的优势,稳态误差界更小。The above numerical simulation results verify that the discrete repetitive controller given by the patent of the present invention works in 0.02s. As shown in Figure 6-8, the repetitive control can well eliminate periodic interference (homogeneous harmonic and even harmonic interference). ). As shown in Figure 9-11, the repetitive controller using the equivalent interference second-order differential compensation technology has a greater advantage in suppressing fractional harmonic signals, and the steady-state error bound is smaller.
Claims (2)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910761405.XA CN110456645B (en) | 2019-08-18 | 2019-08-18 | A Discrete Repetitive Control Method for Inverters |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910761405.XA CN110456645B (en) | 2019-08-18 | 2019-08-18 | A Discrete Repetitive Control Method for Inverters |
Publications (2)
Publication Number | Publication Date |
---|---|
CN110456645A CN110456645A (en) | 2019-11-15 |
CN110456645B true CN110456645B (en) | 2022-02-15 |
Family
ID=68487441
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910761405.XA Expired - Fee Related CN110456645B (en) | 2019-08-18 | 2019-08-18 | A Discrete Repetitive Control Method for Inverters |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110456645B (en) |
Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103605288A (en) * | 2013-09-30 | 2014-02-26 | 浙江工业大学 | One-fourth period repetitive controller based on attractive rule |
CN103812368A (en) * | 2013-12-24 | 2014-05-21 | 浙江工业大学 | Quarter period repeated controller for converter |
CN105549381A (en) * | 2016-01-25 | 2016-05-04 | 浙江工业大学 | Discrete repetition control method based on attraction law |
CN106787910A (en) * | 2017-01-18 | 2017-05-31 | 天津大学 | It is applied to the improvement repetitive controller method for designing of combining inverter current control |
CN107346946A (en) * | 2017-06-26 | 2017-11-14 | 太原理工大学 | A kind of inverter is discrete to repeat sliding-mode control |
CN108958041A (en) * | 2018-08-19 | 2018-12-07 | 台州学院 | A kind of discrete binary cycle repetitive control attracting rule based on hyperbolic secant |
CN108983615A (en) * | 2018-08-17 | 2018-12-11 | 台州学院 | Attract the discrete binary cycle repetitive controller of rule based on asinh |
CN109188908A (en) * | 2018-09-25 | 2019-01-11 | 浙江工业大学 | Attract the Design Methods of Digital Controller of rule without switching based on exponential type |
CN109378862A (en) * | 2018-12-28 | 2019-02-22 | 东北大学 | A current control method of grid-connected inverter based on improved repetitive controller |
CN110134010A (en) * | 2019-04-17 | 2019-08-16 | 浙江工业大学 | A Power Attraction Repeated Control Method Using Equivalent Disturbance Compensation Servo System |
-
2019
- 2019-08-18 CN CN201910761405.XA patent/CN110456645B/en not_active Expired - Fee Related
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103605288A (en) * | 2013-09-30 | 2014-02-26 | 浙江工业大学 | One-fourth period repetitive controller based on attractive rule |
CN103812368A (en) * | 2013-12-24 | 2014-05-21 | 浙江工业大学 | Quarter period repeated controller for converter |
CN105549381A (en) * | 2016-01-25 | 2016-05-04 | 浙江工业大学 | Discrete repetition control method based on attraction law |
CN106787910A (en) * | 2017-01-18 | 2017-05-31 | 天津大学 | It is applied to the improvement repetitive controller method for designing of combining inverter current control |
CN107346946A (en) * | 2017-06-26 | 2017-11-14 | 太原理工大学 | A kind of inverter is discrete to repeat sliding-mode control |
CN108983615A (en) * | 2018-08-17 | 2018-12-11 | 台州学院 | Attract the discrete binary cycle repetitive controller of rule based on asinh |
CN108958041A (en) * | 2018-08-19 | 2018-12-07 | 台州学院 | A kind of discrete binary cycle repetitive control attracting rule based on hyperbolic secant |
CN109188908A (en) * | 2018-09-25 | 2019-01-11 | 浙江工业大学 | Attract the Design Methods of Digital Controller of rule without switching based on exponential type |
CN109378862A (en) * | 2018-12-28 | 2019-02-22 | 东北大学 | A current control method of grid-connected inverter based on improved repetitive controller |
CN110134010A (en) * | 2019-04-17 | 2019-08-16 | 浙江工业大学 | A Power Attraction Repeated Control Method Using Equivalent Disturbance Compensation Servo System |
Non-Patent Citations (2)
Title |
---|
Attracting-law-based_discrete-time repetitive control;Mingxuan Sun等;《2017 Chinese Automation Congress (CAC)》;20180101;第5343-5348页 * |
基于死区吸引律的离散重复控制;邬玲伟等;《控制与决策》;20150630;第30卷(第6期);第977-984页 * |
Also Published As
Publication number | Publication date |
---|---|
CN110456645A (en) | 2019-11-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107544244B (en) | Discrete repetitive control method for motor servo system based on elliptic attraction law and equivalent disturbance expansion state compensation | |
CN107544245B (en) | Discrete repetitive control method for motor servo system using first-order inertial attraction law with disturbance expansion compensation | |
CN110134010B (en) | Power attraction repetitive control method adopting equivalent disturbance compensation servo system | |
CN103809430B (en) | Discrete repetitive controller for cycle servosystem | |
CN108958041B (en) | A Discrete Bicycle Repetitive Control Method Based on Hyperbolic Secant Law of Attraction | |
CN109067232B (en) | Grid-connected inverter current control method based on recurrent neural network | |
CN105137757A (en) | Repeated controller with frequency adaptive capability, and control method | |
CN107025335B (en) | simulation calculation method and simulation system based on state variable discretization | |
CN108759875B (en) | Sensor dynamic compensation method based on system identification and frequency response correction | |
CN105159063A (en) | Fractional-phase-lead-compensation repetitive controller and control method thereof | |
CN110412876B (en) | Inverter repetitive control method based on attraction law | |
CN109450307A (en) | Attract rule based on class normal distribution and using the discrete repetitive control for motor servo system of disturbance expansion state compensation | |
CN110658719A (en) | A non-switching attraction repetitive control method of servo system using equivalent disturbance compensation | |
CN101261293A (en) | Power Steady-state Signal Tracking Measurement Method Based on Adaptive Filter | |
CN110032073A (en) | 1/2 power with equivalent disturbance compensation attracts repetitive control | |
CN102332721B (en) | Method for predicting harmonic current of hybrid active power filter based on optimal linear prediction theory | |
CN103605288B (en) | A kind of based on the 1/4 cycle repetitive controller attracting rule | |
CN109031957B (en) | Discrete multi-cycle repetitive controller based on attraction law | |
CN110456645B (en) | A Discrete Repetitive Control Method for Inverters | |
CN111896802A (en) | Frequency self-adaptive sampling method | |
CN103812368B (en) | Quarter period repeated controller for converter | |
CN110646518A (en) | An output control method of an ultrasonic transducer and related equipment | |
CN108828958B (en) | A Design Method of Non-Switching Law of Attraction for Discrete-Time Controller Using Disturbance Differential Suppression Strategy | |
CN115133526A (en) | Low-frequency oscillation optimal control method based on cascade type mixed direct current | |
CN108828933B (en) | Control method and system for improving output waveform quality of grid-connected converter |
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 | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20220215 |