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CN104201955A - Ultra high voltage conversion transformer tap switch control method based on variable discourse domain fuzzy - Google Patents

Ultra high voltage conversion transformer tap switch control method based on variable discourse domain fuzzy Download PDF

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CN104201955A
CN104201955A CN201410396104.9A CN201410396104A CN104201955A CN 104201955 A CN104201955 A CN 104201955A CN 201410396104 A CN201410396104 A CN 201410396104A CN 104201955 A CN104201955 A CN 104201955A
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angle
domain
dangle
fuzzy
discourse
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张志朝
徐攀腾
刘茂涛
余荣兴
余涛
洪谊东
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South China University of Technology SCUT
Guangzhou Bureau of Extra High Voltage Power Transmission Co
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South China University of Technology SCUT
Guangzhou Bureau of Extra High Voltage Power Transmission Co
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Abstract

本发明公开了一种基于变论域模糊的特高压换流变分接开关控制方法,属于特高压直流输电系统控制领域。本发明控制方法分为三个阶段,第一阶段是模糊化输入数据,即触发角及其变换量;第二阶段是确定触发角及其变化量的论域;第三阶段是通过模糊规则表对经过论域变化的触发角及其变化量进行推理得到输出档位;本发明实现分接开关的更精确控制,可使在发生某阀组分接开关无法调整的故障时控制过程中更快找到精确的档位,提高特高压直流输电系统的可靠性。

The invention discloses a method for controlling an ultra-high voltage converter transformer tap changer based on variable universe fuzzy, and belongs to the field of ultra-high voltage direct current transmission system control. The control method of the present invention is divided into three stages, the first stage is to fuzzify the input data, i.e. the trigger angle and its change amount; the second stage is to determine the domain of discussion of the trigger angle and its change amount; The output gear is obtained by inferring the trigger angle and its variation after the domain change; the invention realizes more precise control of the tap changer, and can make the control process faster when a valve group tap changer fails to be adjusted. Find the precise gear and improve the reliability of the UHV DC transmission system.

Description

一种基于变论域模糊的特高压换流变分接开关控制方法A Control Method of UHV Converter Transformer Tap-Changer Based on Variable Discourse Fuzzy

技术领域technical field

本发明涉及特高压直流输电系统控制技术领域,特别是涉及一种基于变论域模糊的特高压换流变分接开关控制方法。The invention relates to the technical field of UHV direct current transmission system control, in particular to a method for controlling UHV converter tap-changers based on variable universe fuzzy.

背景技术Background technique

高压直流输电系统主要由交流系统、整流站、长距离输电线路、逆变站组成。整流站通过换流阀组将交流电整流为直流电,直流电通过线路传输到逆变站后再经过逆变站阀组逆变为交流电以供使用。The HVDC transmission system is mainly composed of an AC system, a rectifier station, a long-distance transmission line, and an inverter station. The rectifier station rectifies the alternating current into direct current through the converter valve group, and the direct current is transmitted to the inverter station through the line, and then converted into alternating current by the inverter station valve group for use.

现有特高压直流输电系统整流侧由两个阀组串联组成,每个阀组电压的控制是通过对每个阀组各自的触发角和换流变分接开关的联合控制来实现的。提高阀组电压的方法是降低触发角和降低换流变分接开关档位,降低整流侧阀组电压的方法提高阀组触发角和提高换流变分接开关档位。同时为了保证阀组的稳定运行降低换相失败出现的几率,整流侧阀组的触发角有一个最佳运行范围,需要维持在12.5°至17.5°之间,换流变分接开关与角度控制协调配合在保证电压处于正常范围的情况下,使触发角也保持在最佳运行范围内。The rectifier side of the existing UHV DC transmission system is composed of two valve groups connected in series, and the voltage control of each valve group is realized through joint control of each valve group's respective firing angle and converter tap-changer. The way to increase the voltage of the valve group is to reduce the trigger angle and reduce the tap changer gear of the converter transformer. At the same time, in order to ensure the stable operation of the valve group and reduce the probability of commutation failure, the trigger angle of the valve group on the rectification side has an optimal operating range, which needs to be maintained between 12.5° and 17.5°. Coordinated cooperation keeps the firing angle within the optimum operating range while ensuring that the voltage is within the normal range.

特高压直流输电系统中换流变分接开关的控制方法主要有自动定角度控制与自动定电压控制两种方式。自动定角度控制包括整流侧换流变压器自动定角度的控制,整流侧换流变压器自动定角度的控制目标是通过改变换流变分接头的位置来保证换流器触发角处于给定的范围内。通过换流变分接头档位调整,使得整流侧的触发角保持在12.5°至17.5°的正常范围之间。在整流侧,当触发角低于12.5°时,换流变分接开关控制系统发出降低分接头命令;当触发角高于17.5°时,发出升高分接头命令。There are two main control methods for converter tap-changers in UHVDC transmission systems: automatic fixed angle control and automatic constant voltage control. The automatic angle setting control includes the automatic angle setting control of the converter transformer on the rectification side. The control goal of the automatic angle setting control of the converter transformer on the rectification side is to ensure that the firing angle of the converter is within a given range by changing the position of the converter transformer tap. . The firing angle of the rectifier side is kept within the normal range of 12.5° to 17.5° by adjusting the tap position of the rectifier. On the rectifier side, when the trigger angle is lower than 12.5°, the converter tap changer control system issues a command to lower the tap; when the trigger angle is higher than 17.5°, it issues a command to raise the tap.

当前自动定角度模式下换流变分接开关的档位调整载发现角度越限后的增加档位和降低档位的过程都需要逐档进行加减,这种调整在出现阀组触发角严重越限的情况下,只能逐档调节,调整过程较慢,不能实现分接开关的智能控制。In the current automatic angle-fixed mode, the gear adjustment of the converter transformer tap-changer needs to be added and subtracted step by step after the angle is found to be beyond the limit. This adjustment occurs when the trigger angle of the valve group is serious In the case of exceeding the limit, it can only be adjusted step by step, the adjustment process is slow, and the intelligent control of the tap changer cannot be realized.

发明内容Contents of the invention

本发明的目的是为了弥补目前特高压换流变分接开关控制方法在人工智能化方面的缺陷,以分接头控制快速调整、提高分接开关控制稳定性为目标,提出一种基于变论域模糊的换流变分接开关控制方法,实现分接开关的智能控制,可使在控制过程中快速找到能使系统平稳运行的分接头档位,提高分接开关控制系统的鲁棒性。The purpose of the present invention is to make up for the defects of the current UHV converter tap-changer control method in the aspect of artificial intelligence, and to quickly adjust the tap control and improve the stability of the tap-changer control, and propose a method based on variable universe The fuzzy converter tap changer control method realizes the intelligent control of the tap changer, which can quickly find the tap position that can make the system run smoothly during the control process, and improves the robustness of the tap changer control system.

本发明的目的通过如下技术方案实现:The purpose of the present invention is achieved through the following technical solutions:

一种基于变论域模糊的换流变分接开关控制方法,其特征在于,换流变分接开关控制方法通过换流变分接开关控制系统实现,所述换流变分接开关控制系统为双输入‐单输出系统,采用分接头控制信触发角及其变化量作为模糊控制器的两个输入;两个输入通过变论域模糊控制系统的模糊推理确定输出;包括如下步骤:A method for controlling a converter transformer tap-changer based on variable universe fuzzy, characterized in that the converter transformer tap-changer control method is realized by a converter transformer tap-changer control system, and the converter transformer tap-changer control system It is a dual-input-single-output system, using the tap control signal firing angle and its variation as two inputs of the fuzzy controller; the two inputs determine the output through the fuzzy reasoning of the variable universe fuzzy control system; it includes the following steps:

1)确定触发角及其变化量的论域1) Determining the domain of trigger angle and its variation

论域是指输入量的变化范围;伸缩因子用于改变论域的大小;伸缩因子的设计;如式(1‐1)所示;The domain of discourse refers to the variation range of the input quantity; the expansion factor is used to change the size of the domain of discourse; the design of the expansion factor; as shown in formula (1‐1);

αangle=(sumANGLE/30/DomainANGLE)0.8 α angle = (sumANGLE/30/DomainANGLE) 0.8

αdangle=(sumdANGLE/30/DomaindANGLE)0.8         (1-1)α dangle = (sumdANGLE/30/DomaindANGLE) 0.8 (1-1)

其中sumANGLE为记录的当前运行周期的前30的周期的触发角angle的加和值,DomainANGLE为外部输入的换流变触发角angle的域值;sumdANGLE为记录的当前运行周期的前30个周期的dangle的加和值,DomaindANGLE为外部输入的换流变触发角的变化量dangle的域值;Among them, sumANGLE is the sum value of the firing angle angle of the first 30 cycles of the recorded current operation cycle, DomainANGLE is the domain value of the externally input converter trigger angle angle; sumdANGLE is the recorded value of the first 30 cycles of the current operation cycle The sum value of dangle, DomaindANGLE is the domain value of dangle, the variation of trigger angle of the converter input externally;

论域变化前,触发角angle的基本论域为[0,0.5244],对应于角度的变化量为0°到30°,触发角变化量dangle的基本论域为[‐0.1311,0.1311],对应的角度变换量为‐7.5°到7.5°;经过论域变化后,触发角angle的论域变为[0,0.5244*αangle],d触发角变化量angle的论域变为[‐0.1311*αdangle,0.1311*αdangle]。论域是指输入量的变化范围;Before the domain of discourse changes, the basic domain of discourse of the trigger angle angle is [0,0.5244], corresponding to the change of the angle from 0° to 30°, the basic domain of discourse of the trigger angle change dangle is [-0.1311,0.1311], corresponding to The angle transformation of d is from -7.5° to 7.5°; after the domain of discourse changes, the discourse domain of trigger angle angle becomes [0,0.5244*α angle ], and the discourse domain of d trigger angle change amount angle becomes [‐0.1311* α dangle ,0.1311*α dangle ]. Domain of discourse refers to the variation range of the input quantity;

2)系统变量的模糊化。2) Fuzzification of system variables.

在所设计的特高压换流变分接开关模糊控制器根据三角形隶属度函数对输入变量进行模糊处理,其隶属度函数为三角形,如式(1‐2)所示;In the designed UHV converter tap-changer fuzzy controller, the input variables are fuzzy processed according to the triangular membership function, and the membership function is a triangle, as shown in formula (1-2);

μμ (( xx )) == xx -- aa bb -- aa xx -- bb aa -- bb aa pp xx pp bb -- -- -- (( 11 -- 22 ))

式中x为输入量,a,b为模糊规则的界值,为隶属于a所隶属度值,为隶属于b的隶属度值,μ(x)表示输入x的隶属度函数;In the formula, x is the input quantity, a and b are the boundary values of fuzzy rules, is the degree of membership of a, is the membership value of b, μ(x) represents the membership function of the input x;

对于angle的模糊规则取值,分别为负大大(NBB)、负大小(NBS)、负中大(NMB)、负中小(NMS)、负小大(NSB)、负小小(NBB)、零(ZO)、正小小(PSS)、正小大(PSB)、正中小(PMS)、正中大(PMB)、正大小(PBS)和正大大(PBB);For the values of the fuzzy rules of angle, they are Negative Big (NBB), Negative Big (NBS), Negative Medium Big (NMB), Negative Medium Small (NMS), Negative Small Big (NSB), Negative Small (NBB), Zero (ZO), Plus Small (PSS), Plus Small Big (PSB), Plus Medium Small (PMS), Plus Medium Big (PMB), Plus Size (PBS), and Plus Big (PBB);

触发角变化量dangle的论域在[‐0.1311*αdangle,0.1311*αdangle]之间,对于dangle的模糊规则为7个规则,分别为负大(NB)、负中(NM)、负小(NS)、零(ZO)、正小(PS)、正中(PM)和正大(PB);The discourse domain of trigger angle variation dangle is between [‐0.1311*α dangle ,0.1311*α dangle ], and there are 7 fuzzy rules for dangle, which are negative large (NB), negative medium (NM), and negative small (NS), Zero (ZO), Positive Small (PS), Positive Medium (PM) and Positive Big (PB);

3)控制器控制档位调整量通过式(1‐3)计算:3) The adjustment amount of the controller control gear is calculated by formula (1‐3):

其中ΔTAP为换流变分接开关控制器的档位调整量,α为输入的触发角值,为触发角变化量对应的分接开关档位调整量。Among them, ΔTAP is the gear adjustment value of the converter tap changer controller, α is the input trigger angle value, It is the adjustment amount of tap switch gear corresponding to the change amount of firing angle.

如果触发角隶属于(0,2.5°*αangle),且触发角的变化量隶属于(‐∞,‐7.5°*αangle),则换流变分接开关的调整为降低6档,其档位计算过程为ΔTAP=(cos15°‐cos2.5°)/0.0125‐3=6If the firing angle belongs to (0, 2.5°*α angle ), and the variation of the firing angle belongs to (‐∞, -7.5°*α angle ), the adjustment of the converter tap-changer is reduced by 6 gears, and its The gear calculation process is ΔTAP=(cos15°-cos2.5°)/0.0125-3=6

如果触发角隶属于(2.5°*αdangle,7.5°*αdangle)且触发角的变化量隶属于(‐∞,‐7.5°*αdangle),则换流变分接开关的调整为降低5档,ΔTAP=(cos15°‐cos5°)/0.0125‐3=5。If the firing angle belongs to (2.5°*α dangle , 7.5°*α dangle ) and the variation of firing angle belongs to (‐∞, ‐7.5°*α dangle ), the adjustment of the converter tap changer is reduced by 5 file, ΔTAP=(cos15°-cos5°)/0.0125-3=5.

本发明方法弥补传统换流变分接开关控制受故障干扰时调整速度较慢的缺点,在分接开关控制系统中加入变论域模糊控制,实现分接头调整的优化控制。变论域模糊控制过程分为三个阶段:第一阶段是模糊化输入数据;第二阶段是通过规则库和变论域模糊推理算法对输入数据进行处理;第三阶段是去模糊化。The method of the invention makes up for the shortcoming of slow adjustment speed when the traditional converter transformer tap changer control is disturbed by faults, adds variable domain fuzzy control to the tap changer control system, and realizes optimal control of tap adjustment. The variable universe fuzzy control process is divided into three stages: the first stage is to fuzzify the input data; the second stage is to process the input data through the rule base and the variable universe fuzzy inference algorithm; the third stage is to defuzzify.

相对于现有技术,本发明具有如下优点:本发明实现对换流变分接开关的智能快速控制,在发生分接某一阀组分接开关故障时,取代原有分接开关控制系统的逐档调整,能够实现另一阀组分接开关的迅速调整,大大提高直流输电系统的可靠性。Compared with the prior art, the present invention has the following advantages: the present invention realizes the intelligent and fast control of the rheological tap changer, and replaces the control system of the original tap changer when a tap changer failure of a certain valve group occurs. The step-by-step adjustment can realize the rapid adjustment of the switch of another valve group, which greatly improves the reliability of the direct current transmission system.

附图说明Description of drawings

图1为本发明换流变分接开关变论域模糊控制框架图。Fig. 1 is a framework diagram of the fuzzy control of the discourse domain of the converter transformer tap changer of the present invention.

图2为输入量触发角angle的论域变化情况。Figure 2 shows the changes in the domain of discourse of the input trigger angle angle.

图3(a)输入angle的隶属度函数。Figure 3(a) The membership function of the input angle.

图3(b)输入dangle的隶属度函数。Figure 3(b) The membership function of the input dangle.

图4为仿真分接开关一般控制下的整流侧触发角α波形图。Figure 4 is a waveform diagram of the firing angle α on the rectifier side under the general control of the simulated tap changer.

图5为仿真分接开关变论域模糊控制下的整流侧触发角α波形图。Fig. 5 is a waveform diagram of the firing angle α on the rectification side under the fuzzy control of the variable universe of the simulated tap changer.

图6为仿真分接开关一般控制模式下的整流侧低端阀组换流变分接头档位。Figure 6 shows the low-end valve group on the rectification side in the general control mode of the simulated tap changer tap position.

图7为仿真分接开关变论域模糊控制模式下的整流侧低端阀组换流变分接头档位。Fig. 7 shows the low-end valve group on the rectification side under the fuzzy control mode of the tap changer in the simulation tap changer.

具体实施方式Detailed ways

为更好地理解本发明,下面结合附图对本发明作进一步的说明,但本发明的实施方式不限如此。In order to better understand the present invention, the present invention will be further described below in conjunction with the accompanying drawings, but the embodiments of the present invention are not limited thereto.

实施例Example

本实施例是通过PSCAD/EMTDC软件仿真平台搭建±800kV特高压直流输电模型并加入了变论域模糊分接开关控制器实现的。This embodiment is realized by building a ±800kV UHV DC transmission model through the PSCAD/EMTDC software simulation platform and adding a variable universe fuzzy tap-changer controller.

现有的换流变分接开关控制器升降档按都是按照一档来调整,无论整流侧触发角的偏差有多大,升降档的时候都只能按一档来调整,而每调整一次档位都需要一定的时间(分接开关的动作频率按秒级来计算),加入辩论域模糊分接开关控制器后升降档位的变化量就不局限于一档,辩论域模糊控制器会根据整流侧触发角的偏差确定升降档的调整量。The up and down gears of the existing converter tap changer controllers are adjusted according to one gear. No matter how large the deviation of the trigger angle of the rectification side is, the up and down gears can only be adjusted according to one gear, and each time the gear is adjusted It takes a certain amount of time (the action frequency of the tap-changer is calculated in seconds). After adding the fuzzy tap-changer controller in the debate domain, the change of the up and down gears is not limited to one gear. The fuzzy controller in the debate domain will The deviation of the firing angle on the commutation side determines the adjustment amount of the up/down gear.

本发明特高压换流变分接开关模糊控制系统中,采用分接头控制信触发角及其变化量作为模糊控制器的输入,将根据角度及角度变化量计算的模糊控制器输出分接开关的调整量。In the UHV converter tap-changer fuzzy control system of the present invention, the trigger angle of the tap control signal and its variation are used as the input of the fuzzy controller, and the fuzzy controller calculated according to the angle and the variation of the angle is output to the tap-changer. Adjustment amount.

1)确定触发角及其变化量的论域1) Determining the domain of trigger angle and its variation

论域是指输入量的变化范围。伸缩因子可以改变论域的大小,变论域模糊控制器可通过修改输入量论域来达到优化控制效果的目的。伸缩因子的设计规则有很多,这里采用一种常用的比例伸缩因子,如式(1‐1)所示。The domain of discourse refers to the variation range of the input quantity. The expansion factor can change the size of the universe, and the variable universe fuzzy controller can achieve the purpose of optimizing the control effect by modifying the universe of input. There are many design rules for the expansion factor, and a commonly used proportional expansion factor is used here, as shown in formula (1‐1).

αangle=(sumANGLE/30/DomainANGLE)0.8 α angle = (sumANGLE/30/DomainANGLE) 0.8

αdangle=(sumdANGLE/30/DomaindANGLE)0.8          (1-1)α dangle = (sumdANGLE/30/DomaindANGLE) 0.8 (1-1)

其中sumANGLE为记录的当前运行周期的前30的周期的触发角angle的加和值,DomainANGLE为外部输入的换流变触发角angle的域值;sumdANGLE为记录的当前运行周期的前30个周期的dangle的加和值,DomaindANGLE为外部输入的换流变触发角的变化量dangle的域值;Among them, sumANGLE is the sum value of the firing angle angle of the first 30 cycles of the recorded current operation cycle, DomainANGLE is the domain value of the externally input converter trigger angle angle; sumdANGLE is the recorded value of the first 30 cycles of the current operation cycle The sum value of dangle, DomaindANGLE is the domain value of dangle, the variation of trigger angle of the converter input externally;

如图2所示;论域变化前,触发角angle的基本论域为[0,0.5244],对应于角度的变化量为0°到30°,触发角变化量dangle的基本论域为[‐0.1311,0.1311],对应的角度变换量为‐7.5°到7.5°;经过论域变化后,触发角angle的论域变为[0,0.5244*αangle],d触发角变化量angle的论域变为[‐0.1311*αdangle,0.1311*αdangle]。论域是指输入量的变化范围;As shown in Figure 2; before the domain of discourse changes, the basic domain of discourse of the trigger angle angle is [0,0.5244], corresponding to the change of the angle from 0° to 30°, the basic domain of discourse of the trigger angle change dangle is [‐ 0.1311,0.1311], the corresponding angle change is ‐7.5° to 7.5°; after the domain of discourse changes, the discourse domain of trigger angle angle becomes [0,0.5244*α angle ], the domain of discourse of d trigger angle variation angle becomes [-0.1311*α dangle ,0.1311*α dangle ]. Domain of discourse refers to the variation range of the input quantity;

2)系统变量的模糊化。2) Fuzzification of system variables.

在所设计的特高压换流变分接开关模糊控制器根据三角形隶属度函数对输入变量进行模糊处理,设触发角angle的论域为[0,0.5244*αangle],对应于角度的变化量为0°到30°*αangle,触发角变化量dangle的论域为[‐0.1311*αdangle,0.1311*αdangle],对应的角度变换量为‐7.5°*αdangle到7.5*αdangle°,其隶属度函数为三角形,如式(1‐2)所示。In the designed UHV converter tap-changer fuzzy controller, the input variable is fuzzy processed according to the triangular membership function, and the discourse domain of the trigger angle angle is [0,0.5244*α angle ], corresponding to the angle change is 0° to 30°*α angle , the domain of trigger angle change dangle is [‐0.1311*α dangle ,0.1311*α dangle ], and the corresponding angle change is from ‐7.5°*α dangle to 7.5*α dangle ° , and its membership function is triangular, as shown in formula (1‐2).

μμ (( xx )) == xx -- aa bb -- aa xx -- bb aa -- bb aa pp xx pp bb -- -- -- (( 11 -- 22 ))

式中x为输入量,a,b为模糊规则的界值,为隶属于a所隶属度值,为隶属于b的隶属度值,μ(x)表示输入x的隶属度函数。In the formula, x is the input quantity, a and b are the boundary values of fuzzy rules, is the degree of membership of a, is the membership value of b, and μ(x) represents the membership function of the input x.

对于angle的模糊规则取值,分别为负大大(NBB)、负大小(NBS)、负中大(NMB)、负中小(NMS)、负小大(NSB)、负小小(NBB)、零(ZO)、正小小(PSS)、正小大(PSB)、正中小(PMS)、正中大(PMB)、正大小(PBS)和正大大(PBB);这些规则论域的划分是根据系统的特性和调试经验而划分的。在本模型的特高压换流变分接开关模糊控制器采用的触发角angle规则论域见附图3(a)所示。For the values of the fuzzy rules of angle, they are Negative Big (NBB), Negative Big (NBS), Negative Medium Big (NMB), Negative Medium Small (NMS), Negative Small Big (NSB), Negative Small (NBB), Zero (ZO), Positive Small (PSS), Positive Small Big (PSB), Positive Medium Small (PMS), Positive Medium Big (PMB), Positive Big (PBS) and Positive Big (PBB); the domain of these rules is divided according to the system The characteristics and debugging experience are divided. The domain of triggering angle rules adopted by the UHV converter tap-changer fuzzy controller in this model is shown in Figure 3(a).

特高压换流变分接开关模糊控制器的触发角变化量dangle的论域在[‐0.1311*αdangle,0.1311*αdangle]之间,对于dangle的模糊规则为7个规则,分别为负大(NB)、负中(NM)、负小(NS)、零(ZO)、正小(PS)、正中(PM)和正大(PB);特高压换流变分接开关模糊控制器中采用的触发角变化量dangle规则论域见附图3(b)所示。The discourse domain of the firing angle change dangle of UHV converter tap-changer fuzzy controller is between [-0.1311*α dangle ,0.1311*α dangle ], and there are 7 fuzzy rules for dangle, which are respectively negative large (NB), Negative Medium (NM), Negative Small (NS), Zero (ZO), Positive Small (PS), Positive Medium (PM) and Positive Big (PB); used in UHV converter tap-changer fuzzy controller The universe of the dangle rule of the trigger angle variation is shown in Figure 3(b).

3)本发明模拟控制器采用if-then-else的形式。前面已经对两个个输入触发角angle和触发角变化量angle进行了模糊化处理。随后即需要控制规则来描述整个控制的逻辑。3) The analog controller of the present invention adopts the form of if-then-else. The two input firing angles angle and the firing angle change amount angle have been fuzzified previously. Then control rules are needed to describe the logic of the entire control.

本控制器通过模糊控制13×7规则表1实现,规则表中的档位调整量通过式(1‐3)计算:This controller is realized through fuzzy control 13×7 rule table 1, and the gear adjustment amount in the rule table is calculated by formula (1‐3):

其中ΔTAP为换流变分接开关控制器的档位调整量,α为输入的触发角值,为触发角变化量对应的分接开关档位调整量;表中,NB(负大)、NM(负中)、NS(负小)、ZO(零)、PS(正小)、PM(正中)、PB(正大)分别对应降3档、降2档、降1档、不改变、升1档、升2档、升3档。Among them, ΔTAP is the gear adjustment value of the converter tap changer controller, α is the input trigger angle value, It is the adjustment amount of the tap changer corresponding to the trigger angle variation; in the table, NB (negative large), NM (negative middle), NS (negative small), ZO (zero), PS (positive small), PM (positive middle ), PB (Zhengda) correspond to down 3 gears, down 2 gears, down 1 gear, unchanged, up 1 gear, up 2 gears, and up 3 gears respectively.

表1 变论域模糊控制器控制规则表Table 1 Control rules table of variable universe fuzzy controller

NBNB NMN M NSNS ZOZO PSP.S. PMPM PBPB NBBNBB ‐6-6 ‐5-5 ‐4-4 ‐3-3 ‐2-2 ‐1-1 ‐1-1 NBSNBS ‐6-6 ‐5-5 ‐4-4 ‐3-3 ‐2-2 ‐1-1 ‐1-1 NMBNMB ‐5-5 ‐4-4 ‐3-3 ‐2-2 ‐1-1 ‐1-1 ‐1-1 NMSNMS ‐5-5 ‐4-4 ‐3-3 ‐2-2 ‐1-1 ‐1-1 ‐1-1 NSBNSB ‐4-4 ‐3-3 ‐2-2 ‐1-1 ‐1-1 ‐1-1 ‐1-1 NSSNSS 00 00 00 00 00 00 00 ZOZO 00 00 00 00 00 00 00 PSSPSS 00 00 00 00 00 00 00 PSBPSB 11 11 11 11 22 33 44 PMSPMS 11 11 11 22 33 44 55

PMBPMB 11 11 22 33 44 55 66 PBSPBS 22 33 44 55 66 77 88 PBBPBB 33 44 55 66 77 88 99

对于第一条规则:如果输入触发角angle为负大大(NBB),输入触发角变化量dangle为负大(NB),那么TCC调整量输出thisAction为负大大大(NBBB),因为触发角变小,为了使直流线路电压达到给定值,控制器调整TCC命令,使换流变分接头变比变小即调低分接头档位。用模糊语言可以描述为:For the first rule: if the input firing angle angle is negative large (NBB), and the input firing angle variation dangle is negative large (NB), then the TCC adjustment value output thisAction is negative large large (NBBB), because the firing angle becomes smaller , in order to make the DC line voltage reach a given value, the controller adjusts the TCC command to make the tap ratio of the converter transformer smaller, that is, lower the tap position. In fuzzy language it can be described as:

if angle is NBB,dangle is NB thenif angle is NBB, dangle is NB then

thisaction is NBBBthis action is NBBB

第一条规则对应于规则表中的第一行第一列,所代表的意义为如果触发角隶属于(0,2.5°*αangle),且触发角的变化量隶属于(‐∞,‐7.5°*αangle),则换流变分接开关的调整为降低6档,其档位计算过程为ΔTAP=(cos15°‐cos2.5°)/0.0125‐3=6The first rule corresponds to the first row and the first column in the rule table, which means that if the trigger angle belongs to (0, 2.5°*α angle ), and the variation of the trigger angle belongs to (‐∞,‐ 7.5°*α angle ), then the adjustment of the converter tap-changer is down 6 gears, and the gear calculation process is ΔTAP=(cos15°-cos2.5°)/0.0125-3=6

第二条规则对应于规则表中第一行第二列,所代表的意义为,如果触发角隶属于(2.5°*αdangle,7.5°*αdangle)且触发角的变化量隶属于(‐∞,‐7.5°*αdangle),则换流变分接开关的调整为降低5档,ΔTAP=(cos15°‐cos5°)/0.0125‐3=5,其它规则的计算类似。The second rule corresponds to the first row and the second column in the rule table, which means that if the trigger angle belongs to (2.5°*α dangle , 7.5°*α dangle ) and the variation of the trigger angle belongs to (‐ ∞, -7.5°*α dangle ), then the adjustment of the converter tap-changer is to reduce by 5 gears, ΔTAP=(cos15°-cos5°)/0.0125-3=5, and the calculation of other rules is similar.

模糊控制器参数设置Fuzzy controller parameter setting

在PSCAD自定义模块环境下的特高压换流变分接开关模糊控制器外形如附图4所示。其中输入量angle为实时检测的触发角α,输入量tccin为换流变分接开关档位信号,输出tccout是经过模糊控制器计算的新的换流变分接开关档位信号。The appearance of the fuzzy controller of the UHV converter tap-changer in the PSCAD custom module environment is shown in Figure 4. The input angle is the trigger angle α detected in real time, the input tccin is the converter tap changer gear signal, and the output tccout is the new converter converter tap changer gear signal calculated by the fuzzy controller.

位于图片上方区域的变量domainangle和domaindangle及图片下方区域的domainchange是为模糊控制器外部变量domainangle为实时控制angle域值变化的外部参数,domaindangle为实时控制dangle域值变化的外部参数,而domainchange为实时控制输出变量change的外部参数。这些外部参数的调节可实时控制模糊控制器的控制效果,并可在线修正。The variables domainangle and domaindangle located in the upper area of the picture and the domainchange in the lower area of the picture are the external variables of the fuzzy controller. The domainangle is an external parameter that controls the change of the domain value of the angle in real time. External parameters that control the output variable change. The adjustment of these external parameters can control the control effect of the fuzzy controller in real time and can be corrected online.

本发明是基于变论域模糊控制器实现的。整个控制方法分为三个阶段,第一阶段是模糊化输入数据,即触发角及其变换量;第二阶段是确定触发角及其变化量、输出档位的论域;第三阶段是通过规则库和模糊推理算法对经过论域变化触发角及其变化量进行处理得到输出档位;第四阶段是对输出档位进行去模糊化。其控制流程如附图1所示,具体包括以下步骤:The present invention is realized based on the variable domain fuzzy controller. The whole control method is divided into three stages. The first stage is to fuzzify the input data, that is, the trigger angle and its transformation amount; the second stage is to determine the domain of discussion of the trigger angle and its change amount, and the output gear; the third stage is to pass The rule base and the fuzzy inference algorithm process the trigger angle and its variation after the domain of discourse changes to obtain the output gear; the fourth stage is to defuzzify the output gear. Its control flow is shown in accompanying drawing 1, specifically comprises the following steps:

步骤1、确定控制目标,即换流变分接开关发生故障时控制系统能快速地调整到准确换流变分接开关档位,使得整流侧的触发角保持在12.5°至17.5°之间系统平稳运行。Step 1. Determine the control target, that is, when the converter tap-changer fails, the control system can quickly adjust to the correct converter tap-changer position, so that the firing angle of the rectifier side is kept between 12.5° and 17.5° run smoothly.

步骤2、换流变分接开关控制系统设计为双输入‐单输出系统,系统的输入量是在一个控制周期开始时采集待控制的换流变实时运行数据,控制系统的第一个输入量是α,表示触发角,第二个输入量是触发角在两个控制周期之间的变化量,这两个输入通过变论域模糊控制系统的模糊推理确定输出,控制系统的输出量为换流变分接头的档位输入。Step 2. The converter tap-changer control system is designed as a dual-input-single-output system. The input of the system is to collect the real-time operation data of the converter to be controlled at the beginning of a control cycle. The first input of the control system is is α, representing the firing angle, and the second input is the variation of the firing angle between two control cycles. These two inputs determine the output through the fuzzy reasoning of the variable domain fuzzy control system, and the output of the control system is Gear input for rheological taps.

步骤3、利用三角函数对触发角α及其变化量进行模糊化Step 3. Use trigonometric functions to fuzzify the firing angle α and its variation

步骤4根据触发角的α的变化确定触发角、触发角的变化量、输出档位的论域。Step 4: Determine the firing angle, the variation of the firing angle, and the discourse domain of the output gear according to the change of α of the firing angle.

步骤5、根据换流变分接开关控制系统的基本工作原理确定变论域模糊控制规则。Step 5. Determine the variable universe fuzzy control rules according to the basic working principle of the converter transformer tap changer control system.

步骤6、确定的变论域模糊实际上是一个多重模糊条件语句,它可以用用矩阵形式来表示这种模糊关系。Step 6. The determined variable universe fuzzy is actually a multiple fuzzy conditional statement, which can be expressed in matrix form.

步骤7、模糊控制器的输出控制量是由经过论域变化的输入量与模糊关系按推理合成规则来求得。Step 7. The output control quantity of the fuzzy controller is obtained from the input quantity and the fuzzy relationship after the domain of discourse change according to the reasoning synthesis rule.

步骤8、在下一次控制周期到来时,返回步骤1。Step 8. Return to Step 1 when the next control cycle comes.

通过变论域模糊控制,当出现故障的情况导致整流侧触发角严重越限的情况下,换流变分接开关档位可以实现快速的调整。Through the variable universe fuzzy control, when a fault occurs and the firing angle of the rectifier side is severely exceeded, the gear position of the converter tap-changer can be adjusted quickly.

仿真实验Simulation

仿真工况为双极解锁5000MW,整流侧高端阀组换流变分接头档位因为故障原因无法调整,固定在5档。The simulated working condition is bipolar unlocking 5000MW, and the gear position of the high-end valve group converter transformer tap on the rectification side cannot be adjusted due to a fault, and is fixed at gear 5.

从图4、5运行波形图中可以看出,整流侧高端阀组换流变分接头档位因为故障原因无法调整,固定在5档情况下的运行工况平稳,双极电压分别达到±800kV,直流电流平稳,整流侧触发角在14.75°左右,逆变侧熄弧角在19.7°左右,整流侧高端阀组换流变分接头档位在5档。It can be seen from the operation waveform diagrams in Figures 4 and 5 that the gear position of the high-end valve group on the rectifier side and the converter transformer tap cannot be adjusted due to a fault, and the operating condition is stable when it is fixed at gear 5, and the bipolar voltage reaches ±800kV respectively , the DC current is stable, the firing angle of the rectification side is about 14.75°, the arc extinguishing angle of the inverter side is about 19.7°, and the high-end valve group converter tap position of the rectification side is at gear 5.

对比相同情况下未采用变论域模糊控制的仿真波形图,由图6、7可以看出,在未采用变论域模糊控制器的情况下,整流侧触发角要经过约5秒的时间达到14°,而采用变论域模糊控制器的情况下控制效果更快更好。Comparing the simulation waveforms without using variable universe fuzzy control under the same conditions, it can be seen from Figures 6 and 7 that without using variable universe fuzzy controller, it takes about 5 seconds for the firing angle of the rectifier side to reach 14°, and the control effect is faster and better when the variable domain fuzzy controller is used.

Claims (3)

1.一种基于变论域模糊的换流变分接开关控制方法,其特征在于,换流变分接开关控制方法通过换流变分接开关控制系统实现,所述换流变分接开关控制系统为双输入‐单输出系统,采用分接头控制信触发角及其变化量作为模糊控制器的两个输入;两个输入通过变论域模糊控制系统的模糊推理确定输出;包括如下步骤:  1. A method for controlling a converter tap-changer based on the fuzzy domain of variable universe, characterized in that the converter tap-changer control method is realized by a converter tap-changer control system, and the converter tap-changer The control system is a dual-input-single-output system, and the trigger angle of the tap control signal and its variation are used as the two inputs of the fuzzy controller; the two inputs determine the output through the fuzzy reasoning of the variable universe fuzzy control system; including the following steps: 1)确定触发角及其变化量的论域  1) Determining the domain of trigger angle and its variation 论域是指输入量的变化范围;伸缩因子用于改变论域的大小;伸缩因子的设计;如式(1‐1)所示;  The domain of discourse refers to the variation range of the input quantity; the expansion factor is used to change the size of the domain of discourse; the design of the expansion factor; as shown in formula (1‐1); αangle=(sumANGLE/30/DomainANGLE)0.8 α angle = (sumANGLE/30/DomainANGLE) 0.8 αdangle=(sumdANGLE/30/DomaindANGLE)0.8           (1-1)  α dangle = (sumdANGLE/30/DomaindANGLE) 0.8 (1-1) 其中sumANGLE为记录的当前运行周期的前30的周期的触发角angle的加和值,DomainANGLE为外部输入的换流变触发角angle的域值;sumdANGLE为记录的当前运行周期的前30个周期的dangle的加和值,DomaindANGLE为外部输入的换流变触发角的变化量dangle的域值;  Among them, sumANGLE is the sum value of the firing angle angle of the first 30 cycles of the recorded current operation cycle, DomainANGLE is the domain value of the externally input converter trigger angle angle; sumdANGLE is the recorded value of the first 30 cycles of the current operation cycle The sum value of dangle, DomaindANGLE is the domain value of dangle, the variation of trigger angle of the converter input externally; 论域变化前,触发角angle的基本论域为[0,0.5244],对应于角度的变化量为0°到30°,触发角变化量dangle的基本论域为[‐0.1311,0.1311],对应的角度变换量为‐7.5°到7.5°;经过论域变化后,触发角angle的论域变为[0,0.5244*αangle],d触发角变化量angle的论域变为[‐0.1311*αdangle,0.1311*α dangle]。论域是指输入量的变化范围;  Before the domain of discourse changes, the basic domain of discourse of the trigger angle angle is [0,0.5244], corresponding to the change of the angle from 0° to 30°, the basic domain of discourse of the trigger angle change dangle is [-0.1311,0.1311], corresponding to The angle transformation of d is from -7.5° to 7.5°; after the domain of discourse changes, the discourse domain of trigger angle angle becomes [0,0.5244*α angle ], and the discourse domain of d trigger angle change amount angle becomes [‐0.1311* α dangle ,0.1311*α dangle ]. Domain of discourse refers to the variation range of the input quantity; 2)系统变量的模糊化。  2) Fuzzification of system variables. the 在所设计的特高压换流变分接开关模糊控制器根据三角形隶属度函数对输入变量进行模糊处理,其隶属度函数为三角形,如式(1‐2)所示;  In the designed UHV converter tap-changer fuzzy controller, the input variables are fuzzy processed according to the triangular membership function, and the membership function is a triangle, as shown in formula (1-2); 式中x为输入量,a,b为模糊规则的界值,为隶属于a所隶属度值, 为隶属于b的隶属度值,μ(x)表示输入x的隶属度函数;  In the formula, x is the input quantity, a and b are the boundary values of fuzzy rules, is the degree of membership of a, is the membership value of b, μ(x) represents the membership function of the input x; 对于angle的模糊规则取值,分别为负大大(NBB)、负大小(NBS)、负中大(NMB)、负中小(NMS)、负小大(NSB)、负小小(NBB)、零(ZO)、正小小(PSS)、正小大(PSB)、正中小(PMS)、正中大(PMB)、正大小(PBS)和正大大(PBB);  For the values of the fuzzy rules of angle, they are Negative Big (NBB), Negative Big (NBS), Negative Medium Big (NMB), Negative Medium Small (NMS), Negative Small Big (NSB), Negative Small (NBB), Zero (ZO), Plus Small (PSS), Plus Small (PSB), Plus Medium Small (PMS), Plus Medium Big (PMB), Plus Size (PBS) and Plus Big (PBB); 触发角变化量dangle的论域在[‐0.1311*αdangle,0.1311*αdangle]之间,对于dangle的模糊规则为7个规则,分别为负大(NB)、负中(NM)、负小(NS)、零(ZO)、正小(PS)、正中(PM)和正大(PB);  The discourse domain of trigger angle variation dangle is between [‐0.1311*α dangle ,0.1311*α dangle ], and there are 7 fuzzy rules for dangle, which are negative large (NB), negative medium (NM), and negative small (NS), Zero (ZO), Positive Small (PS), Positive Medium (PM) and Positive Big (PB); 3)控制器控制档位调整量通过式(1‐3)计算:  3) The adjustment amount of the gear controlled by the controller is calculated by formula (1‐3): 其中ΔTAP为换流变分接开关控制器的档位调整量,α为输入的触发角值,为触发角变化量对应的分接开关档位调整量。  Among them, ΔTAP is the gear adjustment value of the converter tap changer controller, α is the input trigger angle value, It is the adjustment amount of tap switch gear corresponding to the change amount of firing angle. 2.根据权利要求1所述的变论域模糊的换流变分接开关控制方法,其特征在于,如果触发角隶属于(0,2.5°*αangle),且触发角的变化量隶属于(‐∞,‐7.5°*αangle),则换流变分接开关的调整为降低6档,其档位计算过程为ΔTAP=(cos15°‐cos2.5°)/0.0125‐3=6。  2. The variable universe fuzzy converter tap changer control method according to claim 1, characterized in that, if the firing angle belongs to (0, 2.5°*α angle ), and the variation of the firing angle belongs to (‐∞,‐7.5°*α angle ), then the adjustment of the converter tap changer is down 6 gears, and the gear calculation process is ΔTAP=(cos15°‐cos2.5°)/0.0125‐3=6. 3.根据权利要求1所述的变论域模糊的换流变分接开关控制方法,其特征在于,如果触发角隶属于(2.5°*αdangle,7.5°*αdangle)且触发角的变化量隶属于(‐∞,‐7.5°*αdangle),则换流变分接开关的调整为降低5档,ΔTAP=(cos15°‐cos5°)/0.0125‐3=5。  3. The variable universe fuzzy converter tap changer control method according to claim 1, wherein if the firing angle belongs to (2.5°*α dangle , 7.5°*α dangle ) and the change of firing angle ΔTAP=(cos15°-cos5°) /0.0125-3=5 .
CN201410396104.9A 2014-08-12 2014-08-12 Ultra high voltage conversion transformer tap switch control method based on variable discourse domain fuzzy Pending CN104201955A (en)

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CN112968459A (en) * 2021-02-05 2021-06-15 国网山西省电力公司检修分公司 Tap control method based on fixed deviation alternate control of homopolar commutation variable tap
CN113036796A (en) * 2021-03-10 2021-06-25 广东电网有限责任公司 Method and system for optimizing direct current restart control parameters
CN114089795A (en) * 2021-11-22 2022-02-25 江苏科技大学 Fuzzy neural network temperature control system and method based on event triggering
CN114201862A (en) * 2021-11-30 2022-03-18 国网福建省电力有限公司电力科学研究院 PMS-based PSCAD regional power grid electromagnetic transient simulation model automatic generation method

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Publication number Priority date Publication date Assignee Title
CN105652667A (en) * 2016-03-31 2016-06-08 西南石油大学 High-precision path tracking control method for uncertain-model double-joint mechanical arms
CN110572091A (en) * 2019-09-16 2019-12-13 湖北文理学院 A Sensorless Control Method for Optimizing Permanent Magnet Synchronous Motors
CN110572091B (en) * 2019-09-16 2021-05-18 湖北文理学院 A Sensorless Control Method for Optimizing Permanent Magnet Synchronous Motors
CN112332438A (en) * 2020-11-05 2021-02-05 山东电力研究院 High-voltage direct-current power transmission dynamic control method and system for fixed tap switch gear
CN112968459A (en) * 2021-02-05 2021-06-15 国网山西省电力公司检修分公司 Tap control method based on fixed deviation alternate control of homopolar commutation variable tap
CN113036796A (en) * 2021-03-10 2021-06-25 广东电网有限责任公司 Method and system for optimizing direct current restart control parameters
CN114089795A (en) * 2021-11-22 2022-02-25 江苏科技大学 Fuzzy neural network temperature control system and method based on event triggering
CN114089795B (en) * 2021-11-22 2022-08-16 江苏科技大学 Fuzzy neural network temperature control system and method based on event triggering
CN114201862A (en) * 2021-11-30 2022-03-18 国网福建省电力有限公司电力科学研究院 PMS-based PSCAD regional power grid electromagnetic transient simulation model automatic generation method

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