Difference between revisions of "Scilab/C4/Discrete-systems/English-timed"
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| 00:01 | | 00:01 | ||
− | |Dear Friends, | + | |Dear Friends, Welcome to the Spoken Tutorial on '''Discrete Time System'''. |
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|00:09 | |00:09 | ||
− | | | + | | Convert between '''state space''' and '''transfer function''' descriptions |
|- | |- | ||
|00:14 | |00:14 | ||
− | | | + | | Define a '''discrete time system''' and plot its '''step response''' |
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| 00:20 | | 00:20 | ||
− | | | + | | Discretize a continuous time system. |
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|01:15 | |01:15 | ||
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|Type: '''sys three is equal to syslin into bracket into quotes c comma four comma three comma six comma nine close bracket''' and press '''Enter.''' | |Type: '''sys three is equal to syslin into bracket into quotes c comma four comma three comma six comma nine close bracket''' and press '''Enter.''' | ||
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|01:32 | |01:32 | ||
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|Press '''Enter''' to continue the display. | |Press '''Enter''' to continue the display. | ||
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|01:35 | |01:35 | ||
|This is an example for '''single state, single input single output'''. | |This is an example for '''single state, single input single output'''. | ||
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| 01:40 | | 01:40 | ||
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|The output will have matrices A, B, C and D and '''initial state x zero'''. | |The output will have matrices A, B, C and D and '''initial state x zero'''. | ||
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| 01:49 | | 01:49 | ||
|Type '''clc ''' to clear the '''console'''. | |Type '''clc ''' to clear the '''console'''. | ||
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|01:52 | |01:52 | ||
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|Define, for example, matrices A, B, C, D on '''Scilab console''' as you see | |Define, for example, matrices A, B, C, D on '''Scilab console''' as you see | ||
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|02:09 | |02:09 | ||
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|press '''Enter'''. | |press '''Enter'''. | ||
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|02:11 | |02:11 | ||
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|''' B is equal to open square bracket one semicolon two close square bracket''', | |''' B is equal to open square bracket one semicolon two close square bracket''', | ||
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| 02:19 | | 02:19 | ||
|''' C is equal to open square bracket minus three space minus six close the square bracket''' | |''' C is equal to open square bracket minus three space minus six close the square bracket''' | ||
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|02:27 | |02:27 | ||
− | |||
|and press '''Enter'''. | |and press '''Enter'''. | ||
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|02:30 | |02:30 | ||
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| '''D is equal to two''', | | '''D is equal to two''', | ||
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|02:33 | |02:33 | ||
− | |||
| press '''Enter'''. | | press '''Enter'''. | ||
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| 02:35 | | 02:35 | ||
− | |||
|Let us substitute these matrices in the previous command: | |Let us substitute these matrices in the previous command: | ||
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| 03:03 | | 03:03 | ||
− | |The output will have matrices A B C D and '''initial state x zero''', as you see. | + | |The output will have matrices A, B, C, D and '''initial state x zero''', as you see. |
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| 03:11 | | 03:11 | ||
− | |Check whether '''poles''' of ''' sys4''' are same as '''eigenvalues''' of '' | + | |Check whether '''poles''' of ''' sys4''' are same as '''eigenvalues''' of 'A'. |
|- | |- | ||
| 03:17 | | 03:17 | ||
− | |For this you can use '''p l z r''' function and the '''spec''' function. | + | |For this, you can use '''p l z r''' function and the '''spec''' function. |
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|03:33 | |03:33 | ||
− | |Type on your '''Scilab Console''' | + | |Type on your '''Scilab Console''' "clc" to clear it. |
|- | |- | ||
− | |||
| 03:37 | | 03:37 | ||
− | + | |And then type: '''sys''' capital 'T' capital 'F' is equal to s s two t f into bracket sys four close bracket ''' and | |
− | |And then type: '''sys''' capital | + | |
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− | |||
| 03:50 | | 03:50 | ||
|press '''Enter'''. | |press '''Enter'''. | ||
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|03:52 | |03:52 | ||
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|You see this output. | |You see this output. | ||
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| 03:54 | | 03:54 | ||
| It is in the form '''sys TF equal to ss two tf into bracket sys of SS'''. | | It is in the form '''sys TF equal to ss two tf into bracket sys of SS'''. | ||
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| 04:01 | | 04:01 | ||
− | |||
|Use '''ss two tf''' function for '''sys three''' defined earlier. | |Use '''ss two tf''' function for '''sys three''' defined earlier. | ||
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| 04:07 | | 04:07 | ||
+ | | '''sys T F''' is a new variable for which''' 'denom' command''' is applicable. | ||
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| 04:12 | | 04:12 | ||
− | + | | It is not applicable to '''sys four''', as it is in '''state space form'''. | |
− | | It is not applicable to '''sys four''' as it is in '''state space form'''. | + | |
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− | |||
|04:18 | |04:18 | ||
− | |||
||Solve the following exercise. | ||Solve the following exercise. | ||
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|04:20 | |04:20 | ||
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|Find a '''state space realization''' of the '''second order transfer function''' defined below. | |Find a '''state space realization''' of the '''second order transfer function''' defined below. | ||
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| 04:26 | | 04:26 | ||
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|Use '''t f two s s''' command. | |Use '''t f two s s''' command. | ||
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| 04:30 | | 04:30 | ||
− | |||
|For the new system in '''state space form''', say '''sys S S''', check if the eigenvalues of the matrix A and the '''poles''' of the '''transfer function G of s''' are the same. | |For the new system in '''state space form''', say '''sys S S''', check if the eigenvalues of the matrix A and the '''poles''' of the '''transfer function G of s''' are the same. | ||
|- | |- | ||
− | |||
| 04:43 | | 04:43 | ||
− | + | |Use the A, B, C, D matrices of the '''system sys S S ''' to obtain the ''' transfer function''', | |
− | |Use the | + | |
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| 04:53 | | 04:53 | ||
+ | |check if the answer is the original one. | ||
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| 04:56 | | 04:56 | ||
− | |||
|We now define a '''discrete time system.''' | |We now define a '''discrete time system.''' | ||
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| 05:00 | | 05:00 | ||
− | + | |It is customary to use ’z’ for the variable in the numerator and denominator polynomials. | |
− | |It is customary to use ’z’ for the variable in the | + | |
|- | |- | ||
− | |||
| 05:07 | | 05:07 | ||
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|Recall that the variable ’z’ has a shortcut. | |Recall that the variable ’z’ has a shortcut. | ||
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− | |||
| 05:11 | | 05:11 | ||
− | + | |Instead of '''z is equal to poly into bracket zero comma inside quotes z''' use '''z is equal to percentage z'''. | |
− | |Instead of '''z is equal to poly into bracket zero comma inside quotes z''' use '''z is equal to percentage z''' | + | |
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− | |||
| 05:21 | | 05:21 | ||
− | |||
|Go to '''Scilab console.''' | |Go to '''Scilab console.''' | ||
|- | |- | ||
− | |||
|05:23 | |05:23 | ||
− | + | |Type "clc" to clear. | |
− | |Type | + | |
|- | |- | ||
− | |||
| 05:26 | | 05:26 | ||
− | + | |Type: '''z is equal to percentage z''' | |
− | |Type '''z is equal to percentage z | + | |
|- | |- | ||
− | |||
| 05:29 | | 05:29 | ||
− | |||
| and press '''Enter'''. | | and press '''Enter'''. | ||
|- | |- | ||
− | |||
| 05:31 | | 05:31 | ||
− | + | |We now define a '''first order discrete time system'''. | |
− | |We now define a first order discrete time system. | + | |
|- | |- | ||
− | |||
| 05:35 | | 05:35 | ||
− | + | |On the '''Scilab Console''', type: | |
− | |On the | + | |
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| 06:02 | | 06:02 | ||
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|We use the '''syslin''' function for this. | |We use the '''syslin''' function for this. | ||
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| 06:05 | | 06:05 | ||
− | + | | This time, we specify the '''domain''' to be '''discrete time''' instead of '''continuous time.''' | |
− | | This time, we specify the '''domain to be discrete time''' instead of '''continuous time.''' | + | |
|- | |- | ||
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| 06:13 | | 06:13 | ||
− | |||
| For checking the '''step response,''' we have to define the '''input''' explicitly as '''ones'''. | | For checking the '''step response,''' we have to define the '''input''' explicitly as '''ones'''. | ||
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| 06:19 | | 06:19 | ||
− | |||
|for example: for '''50 points''', | |for example: for '''50 points''', | ||
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− | |||
| 06:22 | | 06:22 | ||
− | |||
| type on the '''Scilab Console''': | | type on the '''Scilab Console''': | ||
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− | |||
| 06:25 | | 06:25 | ||
− | |||
|'''u is equal to ones into bracket one comma fifty close the bracket put a semicolon''' | |'''u is equal to ones into bracket one comma fifty close the bracket put a semicolon''' | ||
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− | |||
| 06:36 | | 06:36 | ||
− | |||
|and press '''Enter'''. | |and press '''Enter'''. | ||
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| 06:38 | | 06:38 | ||
− | |||
|Instead of '''csim,''' we have to use the '''flts''' function to '''simulate''' this system. | |Instead of '''csim,''' we have to use the '''flts''' function to '''simulate''' this system. | ||
|- | |- | ||
− | |||
| 06:45 | | 06:45 | ||
− | + | |Type on the '''Scilab Console''': | |
− | |Type on the '''Scilab Console''' | + | |
|- | |- | ||
− | |||
| 06:48 | | 06:48 | ||
− | + | |"clc" to clear the '''console'''. | |
− | | | + | |
|- | |- | ||
− | |||
| 06:51 | | 06:51 | ||
− | |||
|''' y is equal to f l t s into bracket u comma D T System close bracket put a semi colon''' | |''' y is equal to f l t s into bracket u comma D T System close bracket put a semi colon''' | ||
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− | |||
| 07:02 | | 07:02 | ||
− | |||
|and press '''Enter'''. | |and press '''Enter'''. | ||
|- | |- | ||
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| 07:05 | | 07:05 | ||
− | + | |Now, type: '''plot of y''' and press '''Enter'''. | |
− | |Now type '''plot of y''' and press '''Enter'''. | + | |
|- | |- | ||
− | |||
| 07:11 | | 07:11 | ||
− | |||
|The output will be plotted. | |The output will be plotted. | ||
|- | |- | ||
− | |||
| 07:14 | | 07:14 | ||
− | + | |Close the '''graphic window'''. | |
− | |Close the graphic window. | + | |
|- | |- | ||
− | |||
| 07:17 | | 07:17 | ||
− | |||
|It is helpful to '''discretize''' a given '''continuous time system.''' | |It is helpful to '''discretize''' a given '''continuous time system.''' | ||
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| 07:21 | | 07:21 | ||
− | |||
|This is done using the '''dscr''' function. | |This is done using the '''dscr''' function. | ||
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| 07:25 | | 07:25 | ||
− | |||
|Let us define a continuous system '''s is equal to percent s''' and | |Let us define a continuous system '''s is equal to percent s''' and | ||
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| 07:32 | | 07:32 | ||
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|'''sys G is equal to syslin into bracket into quotes c comma two divided by into bracket s square plus two multiplied by s plus nine close bracket close outer bracket''' and press '''Enter'''. | |'''sys G is equal to syslin into bracket into quotes c comma two divided by into bracket s square plus two multiplied by s plus nine close bracket close outer bracket''' and press '''Enter'''. | ||
|- | |- | ||
− | |||
| 07:56 | | 07:56 | ||
− | + | |Let us '''discretize''' the system '''sys G''' with a '''sampling period''' of zero point one. | |
− | |Let us '''discretize''' the system '''sys G''' with a '''sampling period of zero point one. | + | |
|- | |- | ||
− | |||
| 08:04 | | 08:04 | ||
− | + | |On the '''Console''', type "clc" to clear and then type: | |
− | |On the '''Console''', type | + | |
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− | |||
| 08:08 | | 08:08 | ||
− | |||
|'''sys five is equal to d s c r into bracket sys G comma zero point one close the bracket''' and then press '''Enter'''. | |'''sys five is equal to d s c r into bracket sys G comma zero point one close the bracket''' and then press '''Enter'''. | ||
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− | |||
| 08:25 | | 08:25 | ||
− | |||
|Press '''Enter''' to continue display. | |Press '''Enter''' to continue display. | ||
|- | |- | ||
− | |||
| 08:28 | | 08:28 | ||
+ | |As you see, system is discretized as A, B, C, D matrices and '''inital state x zero'''. | ||
− | |||
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− | |||
| 08:38 | | 08:38 | ||
+ | |Notice that we obtain the '''discretized system''' in the '''state space representation.''' | ||
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| 08:44 | | 08:44 | ||
− | + | |We can convert this to a '''transfer function representation''' in '''discrete time''' using ''' s s two t f''' function. | |
− | |We can convert this to a '''transfer function representation in discrete time''' using ''' s s two t f''' function. | + | |
|- | |- | ||
− | |||
| 08:54 | | 08:54 | ||
− | + | |For this, go to the '''Scilab Console Window'''. | |
− | |For this go to the '''Scilab Console Window''' | + | |
|- | |- | ||
− | |||
| 08:58 | | 08:58 | ||
+ | | Type "clc" and clear it. | ||
− | |||
|- | |- | ||
− | |||
| 09:01 | | 09:01 | ||
− | + | |Now, type: '''sys six is equal to s s two t f into bracket sys five comma zero point one close the brackets''' and press '''Enter'''. | |
− | |Now type '''sys six is equal to s s two t f into bracket sys five comma zero point one close the brackets''' and press '''Enter'''. | + | |
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− | |||
| 09:18 | | 09:18 | ||
+ | |The output gives the '''transfer function'''. | ||
− | |||
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| 09:22 | | 09:22 | ||
− | + | | In this tutorial, we have learnt to: | |
− | | In this tutorial we have learnt to: | + | |
|- | |- | ||
− | |||
| 09:24 | | 09:24 | ||
− | + | | Convert between '''state space''' and '''transfer function''' descriptions | |
− | | | + | |
|- | |- | ||
− | |||
| 09:28 | | 09:28 | ||
− | + | | Define a ''' discrete time system''' and plot its '''step response''' | |
− | | | + | |
|- | |- | ||
− | |||
| 09:33 | | 09:33 | ||
− | + | | '''Discretize''' a continuous time system. | |
− | | | + | |
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| 09:39 | | 09:39 | ||
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| It summarizes the Spoken Tutorial project. | | It summarizes the Spoken Tutorial project. | ||
|- | |- | ||
− | |||
|09:43 | |09:43 | ||
− | |||
||If you do not have good bandwidth, you can download and watch it. | ||If you do not have good bandwidth, you can download and watch it. | ||
|- | |- | ||
− | |||
|09:47 | |09:47 | ||
− | + | ||The spoken tutorial project team: | |
− | ||The spoken tutorial project | + | |
|- | |- | ||
− | |||
|09:49 | |09:49 | ||
− | |||
||Conducts workshops using spoken tutorials. | ||Conducts workshops using spoken tutorials. | ||
|- | |- | ||
− | |||
|09:52 | |09:52 | ||
− | + | || Gives certificates to those who pass an online test. | |
− | ||Gives certificates to those who pass an online test. | + | |
|- | |- | ||
− | |||
|09:56 | |09:56 | ||
− | + | ||For more information, please write to: contact@spoken-tutorial.org | |
− | ||For more information, please write to contact@spoken-tutorial.org | + | |
|- | |- | ||
− | |||
|10:04 | |10:04 | ||
− | + | |'''Spoken Tutorial''' project is a part of the '''Talk to a Teacher''' project. | |
− | |Spoken Tutorial | + | |
|- | |- | ||
− | |||
| 10:08 | | 10:08 | ||
+ | | It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. | ||
− | |||
|- | |- | ||
− | |||
| 10:15 | | 10:15 | ||
− | + | |More information on this mission is available at: spoken-tutorial.org/NMEICT-Intro. | |
− | |More information on this mission is available at spoken-tutorial.org/NMEICT-Intro. | + | |
|- | |- | ||
− | |||
| 10:27 | | 10:27 | ||
− | |||
|This is Anuradha Amruthkar from IIT Bombay, signing off. | |This is Anuradha Amruthkar from IIT Bombay, signing off. | ||
|- | |- | ||
− | |||
|10:31 | |10:31 | ||
− | |||
| Thank you for joining. Good Bye. | | Thank you for joining. Good Bye. |
Latest revision as of 10:57, 10 March 2017
Time | Narration |
00:01 | Dear Friends, Welcome to the Spoken Tutorial on Discrete Time System. |
00:07 | In this tutorial, we will learn to: |
00:09 | Convert between state space and transfer function descriptions |
00:14 | Define a discrete time system and plot its step response |
00:20 | Discretize a continuous time system. |
00:23 | I am using Ubuntu 12.04 operating system and Scilab 5.3.3 for demonstration. |
00:31 | To practice this tutorial, you should have basic knowledge of Scilab. |
00:36 | If not, please refer to the Scilab tutorials, available on spoken-tutorial.org. |
00:44 | state space model: |
00:46 | x dot is equal to A x plus B u |
00:49 | y is equal to c x plus D u |
00:52 | is specified by sys three is equal to syslin into bracket into quotes c comma A comma B comma C comma D close bracket. |
01:05 | For pre-specified matrices A, B, C and D of suitable sizes. |
01:11 | Start Scilab on your computer. |
01:15 | Type: sys three is equal to syslin into bracket into quotes c comma four comma three comma six comma nine close bracket and press Enter. |
01:32 | Press Enter to continue the display. |
01:35 | This is an example for single state, single input single output. |
01:40 | The output will have matrices A, B, C and D and initial state x zero. |
01:49 | Type clc to clear the console. |
01:52 | Define, for example, matrices A, B, C, D on Scilab console as you see |
02:00 | A is equal to open square bracket two space three semicolon four space five close square bracket, |
02:09 | press Enter. |
02:11 | B is equal to open square bracket one semicolon two close square bracket, |
02:17 | press Enter. |
02:19 | C is equal to open square bracket minus three space minus six close the square bracket |
02:27 | and press Enter. |
02:30 | D is equal to two, |
02:33 | press Enter. |
02:35 | Let us substitute these matrices in the previous command: |
02:39 | sys four is equal to syslin into brackets into quotes c comma A comma B comma C comma D close bracket and press Enter |
02:57 | You will get the following output. |
03:00 | Press Enter to continue the display. |
03:03 | The output will have matrices A, B, C, D and initial state x zero, as you see. |
03:11 | Check whether poles of sys4 are same as eigenvalues of 'A'. |
03:17 | For this, you can use p l z r function and the spec function. |
03:23 | The s s two t f command can be used to obtain a transfer function of a state-space system sys S S. |
03:33 | Type on your Scilab Console "clc" to clear it. |
03:37 | And then type: sys capital 'T' capital 'F' is equal to s s two t f into bracket sys four close bracket and |
03:50 | press Enter. |
03:52 | You see this output. |
03:54 | It is in the form sys TF equal to ss two tf into bracket sys of SS. |
04:01 | Use ss two tf function for sys three defined earlier. |
04:07 | sys T F is a new variable for which 'denom' command is applicable. |
04:12 | It is not applicable to sys four, as it is in state space form. |
04:18 | Solve the following exercise. |
04:20 | Find a state space realization of the second order transfer function defined below. |
04:26 | Use t f two s s command. |
04:30 | For the new system in state space form, say sys S S, check if the eigenvalues of the matrix A and the poles of the transfer function G of s are the same. |
04:43 | Use the A, B, C, D matrices of the system sys S S to obtain the transfer function, |
04:53 | check if the answer is the original one. |
04:56 | We now define a discrete time system. |
05:00 | It is customary to use ’z’ for the variable in the numerator and denominator polynomials. |
05:07 | Recall that the variable ’z’ has a shortcut. |
05:11 | Instead of z is equal to poly into bracket zero comma inside quotes z use z is equal to percentage z. |
05:21 | Go to Scilab console. |
05:23 | Type "clc" to clear. |
05:26 | Type: z is equal to percentage z |
05:29 | and press Enter. |
05:31 | We now define a first order discrete time system. |
05:35 | On the Scilab Console, type: |
05:39 | D T System is equal to syslin into bracket into quotes small d comma z divided by inside bracket z minus zero point five close the bracket close outer bracket. |
05:59 | Press Enter. |
06:02 | We use the syslin function for this. |
06:05 | This time, we specify the domain to be discrete time instead of continuous time. |
06:13 | For checking the step response, we have to define the input explicitly as ones. |
06:19 | for example: for 50 points, |
06:22 | type on the Scilab Console: |
06:25 | u is equal to ones into bracket one comma fifty close the bracket put a semicolon |
06:36 | and press Enter. |
06:38 | Instead of csim, we have to use the flts function to simulate this system. |
06:45 | Type on the Scilab Console: |
06:48 | "clc" to clear the console. |
06:51 | y is equal to f l t s into bracket u comma D T System close bracket put a semi colon |
07:02 | and press Enter. |
07:05 | Now, type: plot of y and press Enter. |
07:11 | The output will be plotted. |
07:14 | Close the graphic window. |
07:17 | It is helpful to discretize a given continuous time system. |
07:21 | This is done using the dscr function. |
07:25 | Let us define a continuous system s is equal to percent s and |
07:32 | sys G is equal to syslin into bracket into quotes c comma two divided by into bracket s square plus two multiplied by s plus nine close bracket close outer bracket and press Enter. |
07:56 | Let us discretize the system sys G with a sampling period of zero point one. |
08:04 | On the Console, type "clc" to clear and then type: |
08:08 | sys five is equal to d s c r into bracket sys G comma zero point one close the bracket and then press Enter. |
08:25 | Press Enter to continue display. |
08:28 | As you see, system is discretized as A, B, C, D matrices and inital state x zero. |
08:38 | Notice that we obtain the discretized system in the state space representation. |
08:44 | We can convert this to a transfer function representation in discrete time using s s two t f function. |
08:54 | For this, go to the Scilab Console Window. |
08:58 | Type "clc" and clear it. |
09:01 | Now, type: sys six is equal to s s two t f into bracket sys five comma zero point one close the brackets and press Enter. |
09:18 | The output gives the transfer function. |
09:22 | In this tutorial, we have learnt to: |
09:24 | Convert between state space and transfer function descriptions |
09:28 | Define a discrete time system and plot its step response |
09:33 | Discretize a continuous time system. |
09:36 | Watch the video available at the following link. |
09:39 | It summarizes the Spoken Tutorial project. |
09:43 | If you do not have good bandwidth, you can download and watch it. |
09:47 | The spoken tutorial project team: |
09:49 | Conducts workshops using spoken tutorials. |
09:52 | Gives certificates to those who pass an online test. |
09:56 | For more information, please write to: contact@spoken-tutorial.org |
10:04 | Spoken Tutorial project is a part of the Talk to a Teacher project. |
10:08 | It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. |
10:15 | More information on this mission is available at: spoken-tutorial.org/NMEICT-Intro. |
10:27 | This is Anuradha Amruthkar from IIT Bombay, signing off. |
10:31 | Thank you for joining. Good Bye. |