湘潭大学模糊控制2005秋试题答案

湘潭大学模糊控制2005秋试题答案
湘潭大学模糊控制2005秋试题答案

一、(10分)简要解释下列概念 [每小题2分] 1 语言变量 2 模糊逻辑 3 模糊等价关系 4 T-S 模糊模型 5自适应模糊控制 答:

1.语言变量是指用自然语言中的词来表示变量,如正大、正中、正小等,通常可以表示为五元体(X,X (T ),U,G,M )

2.研究模糊命题的逻辑称为模糊逻辑。

3.把具有自反性、对称性和传递性的模糊关系,称为模糊等价关系。

4.模糊模型是指描述系统特性的一组模糊条件语句,T-S 模糊模型的语句形式为:

1122:,,i i i i i i i

m m R ifx A x A x A ===L %%%

%% then 01122i i m m y p p x p x p x =++++L

5.自适应模糊控制是在普通模糊控制器加入了一个自适应环节,用以改善和提高其性能,这种控制器具有控制和学习功能,分别是通过两个反馈实现的。

二、(10分)填空 [每空1分]

1. 模糊控制通过引入模糊_逻辑变量__及其它们之间构成的___模糊关系_,

进行_模糊推理_,从而使微机控制进入那些基于_传统控制___无法控制的禁区,以便对复杂非线性对象实现__精确有效__的控制。 2. 二值逻辑的运算法则是_布尔代数_,它可表示为({0,1},∧,∨,C );

而模糊逻辑的运算法则是模糊代数,它可表示为([0,1],∧,∨,C )。 它们的主要区别在于后者不再满足补余律。

三、(10分)在论域{}123,45,,,U x x x x x =上定义两个模糊集合分别为 123450.2/0.5/1/0.5/0.2/A x x x x x =++++%

23450.3/0.6/0.8/1/B x x x x =+++%

求:0.5,,,c A B A B A B U I %%%%%%

答:

12345

0.200.50.310.60.50.80.21

A B x x x x x ∨∨∨∨∨=

++++U %% (3分)

123450.20.50.811x x x x x =++++

12345

0.200.50.310.60.50.80.21A B x x x x x ∧∧∧∧∧=

++++I %% (3分)

2

3

4

5

0.30.60.50.2x x x x =+++

{}0.5234,,A x x x =%

(或 234

111

x x x =

++) (2分) 12345

1010.310.610.811

c B x x x x x -----=

++++%

(2分) 123450.70.40.201x x x x x =++++

四、(5分)给定下述两条模糊控制规则 R 1: if x 1=1A %

and y 1=1B %

then z =1C %

R 2:if x 2=2A %

and y 2=2B %

then z =2C %

的隶属函数分别如图所示,利用MIN —MAX —重心法在图上画出当00,x x y y ==时利用这两条规则所获得的模糊集合C %

及其重心z 。

五、(15分)操作工人调节炉温的经验规则是“如果炉温高,则外加电压低,否则不很低”。如果炉温不很高,问外加电压如何调节。设论域{}1,2,3U =,定义U 上的模糊集合A =%

[高]=(0.1 0.5 1) B =%

[低]=(1 0.5 0.1)

解:A =%

[高]=(0.1 0.5 1) B =%

[低]=(1 0.5 0.1)

1A =%

[不很高]=(0.99 0.75 0) C =%

[不很低]=(0 0.75 0.99)

“如果炉温高,则外加电压低,否则不很低”所对应的模糊关系 (0.10.51)(10.50.1)c R A B A C =?+?=?%%%%

%

min

min

Δ Z 0

(2分)

(1分)

(1分)

(1分)

(0.90.50)(00.750.99)+?

=(0.10.51)(10.50.1)(0.90.50)(00.750.99)T T +o o

0.10.10.100.750.90.10.750.90.50.50.100.50.50.50.50.510.50.100010.50.1??????

? ? ?

=+= ? ? ? ? ? ???????

(5分) 由模糊推理合成规则,可得 1u A R =o %%

%

()0.10.750.90.990.7500.50.50.510.50.1??

?

= ? ???

o ()0.50.750.9= (4分) 答:由模糊推理结果可知若炉温不很高,则外加电压近似于“不很低”(或近似于高)。 (1分)

六、(15分)一条模糊控制规则:if E=PM or PB and EC=NB or NM them u=0. (1) 将该语句翻译成中文(不能使用符号、字母)。 (2) 写出该语句对应的模糊关系R %

(3) 若此采样时刻所得到的误差e %和误差变化为e &%,求出控制量u %

(4) 在阶跃响应曲线上画出该语句所对应的大致区域。 (5) 说明制定该条控制规则的理由。

解:(1)若误差为正中或正大且误差变化为负大或负中则控制量为零。 (2)()()E E u Ec Ec u R PM PB O NB NM O =+??+?????????%

(3分)

(3)()()E E u Ec Ec u u e PM PB O e NB NM O =+??+?????????&o o %%

%

(3分)

(4) (3分)

(5)根据此语句给定误差为正大或正中,但误差为负大或负中表明 被控制过程误差正在迅速减小,故不须再加控制量,否则会出现超调。

(3分)

七、(20分)一个单输入输出模糊控制系统用于控制水箱水位保持恒定,人工调节水位的经验规则是

(1) 若水位很低,则控制阀开度很大; (2) 若水位低,则控制阀大; (3) 若水位正好,则控制阀开度为零。 试问“若水位很低,模糊控制阀开度如何? 设论域{}1,2,3,4,5U =,定义论域U 上的模糊集合

1[A =%

低](10.5000)= ,1[B =%

大](0000.51)=

[O =%

零](00.510.50)=

解:1[A =%低](10.5000)= ,1[B =%

大](0000.51)=

2[A =%很低](10.25000)= ,2[B =%

很大](0000.251)=

3[A =%

不很低](00.75111)= (5分)

由经验规则可确立模糊关系为 1122R A B A B O O =?+?+?%%%%%%%

()()10.50000000.51?+

()()()()10.250000000.25100.510.5000.510.50?+?

阶跃响应曲线上的DE 段中间处

()()10.50000000.51T

=o (5分)

()()()()10.250000000.25100.510.5000.510.50T

T

++o o

0000.5

10

000.25

1000000000.50.50000.250.2500.50.50.50000000

000000.510.50000000000000.50.50.500

00000

000000000??????

?????????

???

??????=++???

???

??????????????????

00

00.5

100.50.50.50.500.510.5000.50.50.5000000??

???

?

??=?

?

??????

(5分)

根据模糊推理合成规则控制阀 开度()300.75111u A R R ==o o %%

%%

()00.510.50.5= (4分)

答:控制阀开度近似零。 (1分)

八、(15分)回答下列问题:

1. 模糊控制器中为什么要使用模糊逻辑?

2. 模糊逻辑表现在哪几方面?

3. 模糊控制和传统PID 控制有何主要区别?

4. 通过上机仿真实验说一下你对模糊控制特点和控制性能的认识。

1. 答:模糊控制是模拟人的模糊思维的,人的模糊思维善于描述模糊现象、模糊概念等,所以模糊控制器要采用模糊逻辑。(2分)

2. 答:模糊逻辑在模糊控制器中主要表现在三个方面: 模糊变量是、模糊控制规则和模糊推理。

3. 答: 模糊控制

① 基于人的控制经验,不基于被控对象精确模型 ② 属于非线性控制

③ 具有仿人智能控制的特点。 传统PID 控制

①基于被控对像精确模型

②属于线性控制

③不具有智能控制的特点。

4.答:通过对同一类对象(一阶、二阶环节)上机仿真表明模糊控制器性能优于PID控制性能,具体表现在①快速性②对参数适应能力强。

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