Difference between revisions of "ExpEYES/C2/Communicating-to-ExpEYES-using-Python/English-timed"
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(Created page with "{| border=1 |'''Time''' |'''Narration''' |- |00:01 | Hello everyone.Welcome to this tutorial on '''Communicating to ExpEYES using Python'''. |- |00:07 | In this tutorial we...") |
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|00:01 | |00:01 | ||
− | | Hello everyone.Welcome to this tutorial on '''Communicating to ExpEYES using Python'''. | + | | Hello everyone. Welcome to this tutorial on '''Communicating to ExpEYES using Python'''. |
|- | |- | ||
|00:07 | |00:07 | ||
− | | In this tutorial we will learn: | + | | In this tutorial, we will learn: |
* Introduction to '''Python''' | * Introduction to '''Python''' | ||
− | * Measure AC voltage using Plot window and '''Python''' | + | * Measure AC voltage using '''Plot window''' and '''Python''' |
* Generate a '''Sine wave''' | * Generate a '''Sine wave''' | ||
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* Generate a '''Square wave''' | * Generate a '''Square wave''' | ||
− | * Show connections and circuit diagrams for our experiments. | + | * Show connections and '''circuit diagrams''' for our experiments. |
|- | |- | ||
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| Here I am using, | | Here I am using, | ||
− | * '''ExpEYES '''version 3.1.0 | + | * '''ExpEYES '''version '''3.1.0''' |
− | * '''Ubuntu Linux ''' OS version 14.10 | + | * '''Ubuntu Linux ''' OS version '''14.10''' |
|- | |- | ||
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| To follow this tutorial, you should be familiar with: | | To follow this tutorial, you should be familiar with: | ||
− | '''ExpEYES Junior''' interface | + | * '''ExpEYES Junior''' interface |
− | Basic '''Python programming'''. | + | * Basic '''Python programming'''. |
|- | |- | ||
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|- | |- | ||
|00:56 | |00:56 | ||
− | |Let's begin with introduction to '''Python'''. | + | |Let's begin with the introduction to '''Python'''. |
|- | |- | ||
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| '''Python''' is simple and easy to learn powerful programming language. | | '''Python''' is simple and easy to learn powerful programming language. | ||
− | * It is Free and Open Source cross platform high level language. | + | * It is Free and '''Open Source''', cross platform high level language. |
* It has effective approach to '''Object oriented''' program. | * It has effective approach to '''Object oriented''' program. | ||
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|- | |- | ||
|01:22 | |01:22 | ||
− | |To start '''Python interpreter''' type | + | |To start '''Python interpreter''', type: "python" and press '''Enter'''. Details regarding default version of '''Python''' will be displayed on the '''Terminal'''. |
|- | |- | ||
|01:36 | |01:36 | ||
− | | The displayed three '''angle brackets''' indicate '''Python''' prompt(>>>).Now you are ready to type '''commands'''. | + | | The displayed three '''angle brackets''' indicate '''Python''' prompt(>>>). Now you are ready to type '''commands'''. |
|- | |- | ||
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|- | |- | ||
|01:54 | |01:54 | ||
− | |On the top''' Panel''' each '''terminal''' is assigned to a specific '''channel''' number. | + | |On the top''' Panel''', each '''terminal''' is assigned to a specific '''channel''' number. |
|- | |- | ||
|02:00 | |02:00 | ||
− | | For example '''channel 1''' is assigned to '''A1''' and '''channel 2''' to '''A2'''. | + | | For example- '''channel 1''' is assigned to '''A1''' and '''channel 2''' to '''A2'''. |
|- | |- | ||
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|- | |- | ||
|02:15 | |02:15 | ||
− | |To make the connection, we insert wires into the '''terminals''' and tighten the screws.Here '''A2 '''is connected to '''SINE.''' | + | |To make the connection, we insert wires into the '''terminals''' and tighten the screws. Here '''A2 '''is connected to '''SINE.''' |
|- | |- | ||
|02:22 | |02:22 | ||
− | |This is the circuit diagram. | + | |This is the '''circuit diagram'''. |
|- | |- | ||
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|- | |- | ||
|02:39 | |02:39 | ||
− | |On the '''Plot window''', click on '''A2''' to display the voltage of '''A2'''.Voltage of '''A2''' is displayed below. | + | |On the '''Plot window''', click on '''A2''' to display the voltage of '''A2'''. Voltage of '''A2''' is displayed below. |
|- | |- | ||
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|- | |- | ||
|02:59 | |02:59 | ||
− | |Move the '''msec/div ''' slider to show the '''Sine wave'''.Click on '''A2 ''' to show change in voltages of '''A2'''. | + | |Move the '''msec/div ''' slider to show the '''Sine wave'''. Click on '''A2 ''' to show change in voltages of '''A2'''. |
|- | |- | ||
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|- | |- | ||
|03:23 | |03:23 | ||
− | | Please note to avoid errors on '''Python interpreter:''' | + | | Please note, to avoid errors on '''Python interpreter:''' |
* Connect the device to the system. | * Connect the device to the system. | ||
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|- | |- | ||
|03:31 | |03:31 | ||
− | |To import '''eyes''' library from '''ExpEYES''',type at the | + | |To import '''eyes''' library from '''ExpEYES''', type at the prompt "import expeyes.eyesj". Press '''Enter'''. |
|- | |- | ||
|03:40 | |03:40 | ||
− | | Type '''p=expeyes.eyesj.open() ''' and press '''Enter'''.'''open() | + | | Type: '''p=expeyes.eyesj.open() ''' and press '''Enter'''. '''open()''' function returns an object if hardware is found. |
|- | |- | ||
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|- | |- | ||
|03:58 | |03:58 | ||
− | | To view the voltage of '''A2''', type | + | | To view the voltage of '''A2''', type: "print p.get_voltage within brackets 2" and press '''Enter'''. |
|- | |- | ||
|04:08 | |04:08 | ||
− | |Output shows voltage of '''A2''' Similarly, we can show the various voltages of '''A2'''. | + | |Output shows voltage of '''A2'''. Similarly, we can show the various voltages of '''A2'''. |
|- | |- | ||
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|- | |- | ||
|04:20 | |04:20 | ||
− | | To generate plots using '''Python interpreter''' | + | | To generate plots using '''Python interpreter''', |
− | + | install '''python-matplotlib''' library using '''Synaptic Package Manager'''. | |
|- | |- | ||
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|- | |- | ||
|04:49 | |04:49 | ||
− | |Copy the installed '''ExpEYES''' files and | + | |Copy the installed '''ExpEYES''' files and '''driver'''s and paste in '''C drive'''. |
|- | |- | ||
|04:55 | |04:55 | ||
− | | To generate '''Sine wave''', at the '''python''' prompt, | + | | To generate '''Sine wave''', at the '''python''' prompt, type: "import expeyes.eyesj" and press '''Enter'''. |
|- | |- | ||
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|- | |- | ||
|05:12 | |05:12 | ||
− | | Type '''from pylab import '''*(asterisk).'''from pylab import *''' is a program from '''matplotlib library'''.Press '''Enter'''. | + | | Type: '''from pylab import '''*(asterisk). '''from pylab import *''' is a program from '''matplotlib library'''. Press '''Enter'''. |
|- | |- | ||
|05:26 | |05:26 | ||
− | | Type''' ion() ''' .This command sets '''pylab interactive mode.''' | + | | Type: '''ion()'''. This command sets '''pylab interactive mode.''' |
Press '''Enter'''. | Press '''Enter'''. | ||
|- | |- | ||
|05:35 | |05:35 | ||
− | | Type''' t,v=p.capture within brackets 2,200,100'''. | + | | Type: ''' t,v=p.capture within brackets 2,200,100'''. |
− | + | "t", "v" are '''time''' and '''voltage vectors'''. | |
|- | |- | ||
|05:50 | |05:50 | ||
− | |2 is '''channel''' number for '''A2''', 200 is the number of data points,100 is a '''time interval''' between subsequent measurements. | + | |2 is '''channel''' number for '''A2''', 200 is the number of data points, 100 is a '''time interval''' between subsequent measurements. |
|- | |- | ||
|06:02 | |06:02 | ||
− | |Press '''Enter''' | + | |Press '''Enter'''. |
|- | |- | ||
|06:04 | |06:04 | ||
− | | To view the output, type '''plot within brackets t,v''' '''plot within brackets t,v''' generates a '''Sine wave''' on a new window. | + | | To view the output, type: '''plot within brackets t,v'''. '''plot within brackets t,v''' generates a '''Sine wave''' on a new window. |
|- | |- | ||
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|- | |- | ||
|06:18 | |06:18 | ||
− | |We can generate a '''Sine wave''' | + | |We can generate a '''Sine wave''' using the above commands on '''Windows command prompt''' as well. |
|- | |- | ||
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|- | |- | ||
|06:39 | |06:39 | ||
− | |This is the circuit diagram.We will show the value of '''A1''' using '''Python interpreter.''' | + | |This is the circuit diagram. We will show the value of '''A1''' using '''Python interpreter.''' |
|- | |- | ||
|06:46 | |06:46 | ||
|At the '''python''' prompt: | |At the '''python''' prompt: | ||
− | Type | + | Type: "import expeyes.eyesj", press '''Enter'''. |
|- | |- | ||
|06:53 | |06:53 | ||
− | |Type''' p=expeyes.eyesj.open(), ''' and press '''Enter'''. | + | |Type: ''' p=expeyes.eyesj.open(), ''' and press '''Enter'''. |
|- | |- | ||
|06:59 | |06:59 | ||
− | |Type '''print p.get_voltage within brackets 1''' and press'''Enter'''. | + | |Type: '''print p.get_voltage within brackets 1''' and press'''Enter'''. |
|- | |- | ||
|07:07 | |07:07 | ||
− | |Here '''Channel 1''' is assigned to '''A1'''.Voltage of '''A1''' is displayed on the '''terminal'''. | + | |Here, '''Channel 1''' is assigned to '''A1'''. Voltage of '''A1''' is displayed on the '''terminal'''. |
|- | |- | ||
|07:14 | |07:14 | ||
− | | | + | | Let's measure voltage of '''A1''' using '''PVS''' as internal voltage source. |
|- | |- | ||
|07:20 | |07:20 | ||
− | |In this experiment ''' PVS''' is connected to '''A1'''. | + | |In this experiment, ''' PVS''' is connected to '''A1'''. |
|- | |- | ||
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|- | |- | ||
| 07:28 | | 07:28 | ||
− | | Back to the '''terminal'''.Type '''print p.set_voltage within brackets 3 ''' and press '''Enter'''. | + | | Back to the '''terminal'''. Type: '''print p.set_voltage within brackets 3 ''' and press '''Enter'''. |
|- | |- | ||
|07:39 | |07:39 | ||
− | |Here voltage of '''PVS''' will be set to 3 volts.Voltage of '''PVS''' is displayed. | + | |Here, voltage of '''PVS''' will be set to 3 volts. Voltage of '''PVS''' is displayed. |
|- | |- | ||
|07:47 | |07:47 | ||
− | |Type print p.get_voltage(1) and press | + | |Type: "print p.get_voltage(1)" and press '''Enter'''. voltage of A1 is displayed on the terminal. |
|- | |- | ||
|07:45 | |07:45 | ||
− | | Now I will demonstrate '''AC''' and '''DC''' components of a voltage using '''capacitor''' and '''resistor | + | | Now, I will demonstrate '''AC''' and '''DC''' components of a voltage using '''capacitor''' and '''resistor'''. And also, generate a '''square wave.''' |
|- | |- | ||
|08:11 | |08:11 | ||
− | | In this experiment | + | | In this experiment, |
− | *'''A1''' is connected to '''SQR1'''. | + | * '''A1''' is connected to '''SQR1'''. |
− | *'''SQR1''' is connected to '''A2''' through a '''capacitor'''. | + | * '''SQR1''' is connected to '''A2''' through a '''capacitor'''. |
− | *'''A2 '''is connected to '''ground(GND)''' through 200k '''resistor'''. | + | * '''A2 '''is connected to '''ground(GND)''' through 200k '''resistor'''. |
|- | |- | ||
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|- | |- | ||
| 08:27 | | 08:27 | ||
− | | Let's see the result on the '''Plot window''' | + | | Let's see the result on the '''Plot window'''. |
|- | |- | ||
|08:31 | |08:31 | ||
− | | On the '''Plot window''' click on '''Measure C on IN1''' button. | + | | On the '''Plot window''', click on '''Measure C on IN1''' button. |
|- | |- | ||
|08:36 | |08:36 | ||
− | |'''Capacitance''' of '''IN1 '''is displayed as '''-0. | + | |'''Capacitance''' of '''IN1 '''is displayed as '''-0.6 pF''' (pico farads). |
|- | |- | ||
|08:42 | |08:42 | ||
− | |Click on '''Measure R on SEN''' button.'''Resistance '''of '''SEN''' is displayed as''' | + | |Click on '''Measure R on SEN''' button. '''Resistance '''of '''SEN''' is displayed as''' 560 Ω'''(ohms). |
|- | |- | ||
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|- | |- | ||
|09:12 | |09:12 | ||
− | |Click on '''SQR1''' check box to show the '''Square waves.'''Move the ''' msec/div '''slider to adjust the waves. | + | |Click on '''SQR1''' check box to show the '''Square waves.''' Move the ''' msec/div '''slider to adjust the waves. |
|- | |- | ||
|09:23 | |09:23 | ||
− | | Click on '''CH2''', drag to '''FIT'''.Voltage and frequency of '''A2 '''is displayed on the right side. | + | | Click on '''CH2''', drag to '''FIT'''. Voltage and frequency of '''A2 '''is displayed on the right side. |
|- | |- | ||
|09:32 | |09:32 | ||
− | | We will perform the same experiment to | + | | We will perform the same experiment to measure '''Capacitance, Resistance''' and generate a '''Square wave''' using '''Python interpreter.''' |
− | + | ||
− | + | ||
|- | |- | ||
|09:41 | |09:41 | ||
− | |At the '''python prompt''': | + | |At the '''python prompt''', type: "import expeyes.eyesj" and press '''Enter'''. |
− | + | ||
|- | |- | ||
|09:50 | |09:50 | ||
− | |Type''' p=expeyes.eyesj.open() ''' and press '''Enter'''. | + | |Type:''' p=expeyes.eyesj.open() ''' and press '''Enter'''. |
|- | |- | ||
|09:58 | |09:58 | ||
− | |To display the '''Capacitance ''' value: | + | |To display the '''Capacitance ''' value, type: '''p.measure_cap( )''' and press '''Enter'''. |
− | + | ||
|- | |- | ||
|10:07 | |10:07 | ||
− | |'''Capacitance''' value is displayed on the | + | |'''Capacitance''' value is displayed on the terminal. |
|- | |- | ||
|10:11 | |10:11 | ||
− | | To display the '''Resistance '''value: | + | | To display the '''Resistance '''value, type: '''p.measure_res() ''' and press '''Enter'''. |
− | '''Resistance''' value is displayed on the | + | '''Resistance''' value is displayed on the terminal. |
|- | |- | ||
|10:24 | |10:24 | ||
− | | To generate a Square wave: | + | | To generate a Square wave, type: '''from pylab import *'''(asterisk) and press '''Enter'''. |
− | Type ''' ion()''' and press '''Enter'''. | + | Type: ''' ion()''' and press '''Enter'''. |
|- | |- | ||
|10:36 | |10:36 | ||
− | |Type '''print p.set_sqr1 within brackets 100 '''and press '''Enter'''.Here 100 is the '''frequency''' of the '''square wave'''. | + | |Type: '''print p.set_sqr1 within brackets 100 '''and press '''Enter'''. Here 100 is the '''frequency''' of the '''square wave'''. |
|- | |- | ||
|10:49 | |10:49 | ||
− | |Type''' t,v=p.capture within brackets 6,400,100''' and press '''Enter'''. | + | |Type:''' t,v=p.capture within brackets 6,400,100''' and press '''Enter'''. |
|- | |- | ||
|11:00 | |11:00 | ||
− | | Type''' plot within brackets t,v'''.'''plot within brackets t,v '''generates a '''square wave''' on a new window. | + | | Type:''' plot within brackets t,v'''. '''plot within brackets t,v '''generates a '''square wave''' on a new window. |
|- | |- | ||
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|- | |- | ||
|11:17 | |11:17 | ||
− | |In this tutorial we have learnt | + | |In this tutorial, we have learnt: |
* Introduction to '''Python''' | * Introduction to '''Python''' | ||
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* Generate a '''Square wave''' | * Generate a '''Square wave''' | ||
− | * Show connections & circuit diagrams for our experiments | + | * Show connections & circuit diagrams for our experiments. |
|- | |- | ||
|11:45 | |11:45 | ||
| As an assignment, | | As an assignment, | ||
− | *Measure the '''resistance''' of your finger using Plot window. | + | * Measure the '''resistance''' of your finger using Plot window. |
− | *Using '''python''', generate a combination of '''Sine''' and '''Square waves.''' | + | * Using '''python''', generate a combination of '''Sine''' and '''Square waves.''' |
|- | |- | ||
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|- | |- | ||
|11:59 | |11:59 | ||
− | | This video | + | | This video summarizes the Spoken Tutorial project. If you do not have good bandwidth, you can download and watch it. |
|- | |- | ||
|12:07 | |12:07 | ||
− | |We conduct workshops using | + | |We conduct workshops using Spoken Tutorials and give certificates. Please contact us. |
|- | |- | ||
|12:13 | |12:13 | ||
− | | The Spoken Tutorial Project is funded by | + | | The Spoken Tutorial Project is funded by NMEICT, MHRD Government of India. |
|- | |- | ||
|12:20 | |12:20 | ||
− | | This tutorial is contributed by Kaushik Datta and Madhuri Ganapathi. | + | | This tutorial is contributed by Kaushik Datta and Madhuri Ganapathi. |
+ | Thank you for joining. | ||
|} | |} |
Revision as of 17:19, 12 May 2016
Time | Narration |
00:01 | Hello everyone. Welcome to this tutorial on Communicating to ExpEYES using Python. |
00:07 | In this tutorial, we will learn:
|
00:22 | * Measure capacitance and resistance using Plot window & Python
|
00:34 | Here I am using,
|
00:43 | To follow this tutorial, you should be familiar with:
|
00:52 | If not, for relevant tutorials, please visit our website. |
00:56 | Let's begin with the introduction to Python. |
01:00 | Python is simple and easy to learn powerful programming language.
|
01:15 | Let's make sure that Python is installed on our system. |
01:18 | Press CTRL+ ALT and T keys to open the Terminal. |
01:22 | To start Python interpreter, type: "python" and press Enter. Details regarding default version of Python will be displayed on the Terminal. |
01:36 | The displayed three angle brackets indicate Python prompt(>>>). Now you are ready to type commands. |
01:44 | For more details about Python programming, please visit our website. |
01:49 | I will discuss about the channels on the top Panel of the device. |
01:54 | On the top Panel, each terminal is assigned to a specific channel number. |
02:00 | For example- channel 1 is assigned to A1 and channel 2 to A2. |
02:07 | I will show how to connect wires to the device. |
02:11 | Device has screw terminals on either side. |
02:15 | To make the connection, we insert wires into the terminals and tighten the screws. Here A2 is connected to SINE. |
02:22 | This is the circuit diagram. |
02:28 | Let's perform an experiment to measure the voltage of A2 and show its Sine wave. |
02:36 | Let's see the result on the Plot window. |
02:39 | On the Plot window, click on A2 to display the voltage of A2. Voltage of A2 is displayed below. |
02:48 | Click on A2 and drag to channel CH1. When we drag A2 to CH1, input data of A2 is assigned to CH1. |
02:59 | Move the msec/div slider to show the Sine wave. Click on A2 to show change in voltages of A2. |
03:09 | Click on CH1 and drag to FIT. The voltage and frequency of A2 are displayed on the right. |
03:16 | We will perform the same experiment and measure voltage of A2 using Python. |
03:23 | Please note, to avoid errors on Python interpreter:
|
03:31 | To import eyes library from ExpEYES, type at the prompt "import expeyes.eyesj". Press Enter. |
03:40 | Type: p=expeyes.eyesj.open() and press Enter. open() function returns an object if hardware is found. |
03:53 | These lines will load the ExpEYES library and establish connection to the device. |
03:58 | To view the voltage of A2, type: "print p.get_voltage within brackets 2" and press Enter. |
04:08 | Output shows voltage of A2. Similarly, we can show the various voltages of A2. |
04:15 | Voltage of A2 changes as it is an AC voltage. |
04:20 | To generate plots using Python interpreter,
install python-matplotlib library using Synaptic Package Manager. |
04:30 | I have already installed python-matplotlib library on my system. |
04:36 | To generate plots on Windows Operating system: |
04:40 | Download and install,
|
04:49 | Copy the installed ExpEYES files and drivers and paste in C drive. |
04:55 | To generate Sine wave, at the python prompt, type: "import expeyes.eyesj" and press Enter. |
05:05 | Type p=expeyes.eyesj.open() and press Enter as before. |
05:12 | Type: from pylab import *(asterisk). from pylab import * is a program from matplotlib library. Press Enter. |
05:26 | Type: ion(). This command sets pylab interactive mode.
Press Enter. |
05:35 | Type: t,v=p.capture within brackets 2,200,100.
"t", "v" are time and voltage vectors. |
05:50 | 2 is channel number for A2, 200 is the number of data points, 100 is a time interval between subsequent measurements. |
06:02 | Press Enter. |
06:04 | To view the output, type: plot within brackets t,v. plot within brackets t,v generates a Sine wave on a new window. |
06:15 | Press Enter. |
06:18 | We can generate a Sine wave using the above commands on Windows command prompt as well. |
06:26 | Next, let's measure voltage of A1 using a battery as an external voltage source. |
06:32 | To measure external voltage source, Ground(GND) is connected to A1 through a battery of 3V. |
06:39 | This is the circuit diagram. We will show the value of A1 using Python interpreter. |
06:46 | At the python prompt:
Type: "import expeyes.eyesj", press Enter. |
06:53 | Type: p=expeyes.eyesj.open(), and press Enter. |
06:59 | Type: print p.get_voltage within brackets 1 and pressEnter. |
07:07 | Here, Channel 1 is assigned to A1. Voltage of A1 is displayed on the terminal. |
07:14 | Let's measure voltage of A1 using PVS as internal voltage source. |
07:20 | In this experiment, PVS is connected to A1. |
07:24 | This is the circuit diagram. |
07:28 | Back to the terminal. Type: print p.set_voltage within brackets 3 and press Enter. |
07:39 | Here, voltage of PVS will be set to 3 volts. Voltage of PVS is displayed. |
07:47 | Type: "print p.get_voltage(1)" and press Enter. voltage of A1 is displayed on the terminal. |
07:45 | Now, I will demonstrate AC and DC components of a voltage using capacitor and resistor. And also, generate a square wave. |
08:11 | In this experiment,
|
08:25 | This is the circuit diagram. |
08:27 | Let's see the result on the Plot window. |
08:31 | On the Plot window, click on Measure C on IN1 button. |
08:36 | Capacitance of IN1 is displayed as -0.6 pF (pico farads). |
08:42 | Click on Measure R on SEN button. Resistance of SEN is displayed as 560 Ω(ohms). |
08:51 | Please note you may get slightly different values of Capacitance & Resistance. |
08:57 | Click on SQ1 and drag to CH1.
SQ1 is assigned to channel CH1. |
09:04 | Click on A2 and drag to CH2.
A2 is assigned to channel CH2. |
09:12 | Click on SQR1 check box to show the Square waves. Move the msec/div slider to adjust the waves. |
09:23 | Click on CH2, drag to FIT. Voltage and frequency of A2 is displayed on the right side. |
09:32 | We will perform the same experiment to measure Capacitance, Resistance and generate a Square wave using Python interpreter. |
09:41 | At the python prompt, type: "import expeyes.eyesj" and press Enter. |
09:50 | Type: p=expeyes.eyesj.open() and press Enter. |
09:58 | To display the Capacitance value, type: p.measure_cap( ) and press Enter. |
10:07 | Capacitance value is displayed on the terminal. |
10:11 | To display the Resistance value, type: p.measure_res() and press Enter.
Resistance value is displayed on the terminal. |
10:24 | To generate a Square wave, type: from pylab import *(asterisk) and press Enter.
Type: ion() and press Enter. |
10:36 | Type: print p.set_sqr1 within brackets 100 and press Enter. Here 100 is the frequency of the square wave. |
10:49 | Type: t,v=p.capture within brackets 6,400,100 and press Enter. |
11:00 | Type: plot within brackets t,v. plot within brackets t,v generates a square wave on a new window. |
11:12 | Press Enter. |
11:14 | Let's summarize. |
11:17 | In this tutorial, we have learnt:
|
11:33 | Measure capacitance & resistance using Plot window & Python
|
11:45 | As an assignment,
|
11:56 | Show circuit diagrams for the above experiment. |
11:59 | This video summarizes the Spoken Tutorial project. If you do not have good bandwidth, you can download and watch it. |
12:07 | We conduct workshops using Spoken Tutorials and give certificates. Please contact us. |
12:13 | The Spoken Tutorial Project is funded by NMEICT, MHRD Government of India. |
12:20 | This tutorial is contributed by Kaushik Datta and Madhuri Ganapathi.
Thank you for joining. |