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  • 00:00

    To understand the behavior of any linear system, consider the following simple example.
    To understand the behavior of any linear system, consider the following simple example.

  • 00:07

    After all the initial oscillations expire, the output frequency of a linear system is always exactly equal to the input frequency, meaning that the frequency of each yellow sphere is exactly equal to the frequency of its corresponding red sphere.
    After all the initial oscillations expire, the output frequency of a linear system is always exactly equal to the input frequency, meaning that the frequency of each yellow sphere is exactly equal to the frequency of its corresponding red sphere.

  • 00:29

    Although each red sphere has a different frequency, each red sphere moves up and down with the exact same amplitude.
    Although each red sphere has a different frequency, each red sphere moves up and down with the exact same amplitude.

  • 00:46

    The output of our system is the position of each yellow sphere.
    The output of our system is the position of each yellow sphere.

  • 00:56

    The frequency determines the ratio of the output amplitude to the input amplitude.
    The frequency determines the ratio of the output amplitude to the input amplitude.

  • 01:20

    The frequency response can be calculated from the system's transfer function.
    The frequency response can be calculated from the system's transfer function.

  • 01:31

    The input to the transfer function is the variable "s."
    The input to the transfer function is the variable "s."

  • 01:41

    S is a complex number with the real and imaginary components along these two axes.
    S is a complex number with the real and imaginary components along these two axes.

  • 01:57

    The output of the transfer function is also a complex number, with a magnitude given by the height of this graph.
    The output of the transfer function is also a complex number, with a magnitude given by the height of this graph.

  • 02:10

    The color symbolizes the "phase" of the transfer function output.
    The color symbolizes the "phase" of the transfer function output.

  • 02:20

    Let's change the color of each point to match the corresponding color of the transfer function at that location.
    Let's change the color of each point to match the corresponding color of the transfer function at that location.

  • 02:33

    We can use these colors to graph the difference between the output phase and the input phase.
    We can use these colors to graph the difference between the output phase and the input phase.

  • 02:51

    In this particular example, the input and output are "in phase" at low frequencies, and they are "out of phase" at high frequencies.
    In this particular example, the input and output are "in phase" at low frequencies, and they are "out of phase" at high frequencies.

  • 03:27

    By changing the transfer function of a system, we can change its frequency response.
    By changing the transfer function of a system, we can change its frequency response.

  • 03:43

    For some transfer functions, the output amplitude at the resonant frequency can grow to infinity.
    For some transfer functions, the output amplitude at the resonant frequency can grow to infinity.

  • 03:54

    This is why for some systems, applying the resonant frequency can destroy the system.
    This is why for some systems, applying the resonant frequency can destroy the system.

  • 04:52

    The transfer function is the Laplace Transform of the Unit Impulse Response.
    The transfer function is the Laplace Transform of the Unit Impulse Response.

  • 05:00

    Much more information is available in the other videos on this channel.
    Much more information is available in the other videos on this channel.

  • 05:04

    Please subscribe for notifications when new videos are ready.
    Please subscribe for notifications when new videos are ready.

  • 05:09

    And if you are able to, please consider supporting us on Patreon through the link in the video description.
    And if you are able to, please consider supporting us on Patreon through the link in the video description.

  • 05:15

    Thank you.
    Thank you.

All noun
linear
/ˈlinēər/

word

Made of lines

Frequency Response

55,410 views

Video Language:

  • English

Caption Language:

  • English (en)

Accent:

  • English (US)

Speech Time:

52%
  • 2:48 / 5:20

Speech Rate:

  • 114 wpm - Conversational

Category:

  • Science & Technology

Intro:

To understand the behavior of any linear system, consider the following simple example.
After all the initial oscillations expire, the output frequency of a linear system is always exactly equal to the input frequency, meaning that the frequency of each yellow sphere is exactly equal to the frequency of its corresponding red sphere.
Although each red sphere has a different frequency, each red sphere moves up and down with the exact same amplitude.
The output of our system is the position of each yellow sphere.
The frequency determines the ratio of the output amplitude to the input amplitude.
The frequency response can be calculated from the system's transfer function.
The input to the transfer function is the variable "s."
S is a complex number with the real and imaginary components along these two axes.
The output of the transfer function is also a complex number, with a magnitude given by the height of this graph.
The color symbolizes the "phase" of the transfer function output.
Let's change the color of each point to match the corresponding color of the transfer function at that location.
We can use these colors to graph the difference between the output phase and the input phase.
In this particular example, the input and output are "in phase" at low frequencies, and they are "out of phase" at high frequencies.
By changing the transfer function of a system, we can change its frequency response.
For some transfer functions, the output amplitude at the resonant frequency can grow to infinity.
This is why for some systems, applying the resonant frequency can destroy the system.
The transfer function is the Laplace Transform of the Unit Impulse Response.
Much more information is available in the other videos on this channel.
Please subscribe for notifications when new videos are ready.
And if you are able to, please consider supporting us on Patreon through the link in the video description.

Video Vocabulary

/pəˈziSH(ə)n/

noun verb

Specific location where someone or something is. To put in a particular location or direction.

/ˌkôrəˈspändiNG/

adjective verb

analogous or equivalent. To have similarity or equality with something.

/bəˈhāvyər/

noun

The way a person or thing acts; manner.

/ˈverēəb(ə)l/

adjective noun

Having the ability to change or vary. element, feature, or factor that is liable to vary or change.

/ˌəndərˈstand/

verb

To know the meaning of language, what someone says.

/iˈniSHəl/

adjective noun verb

existing at beginning. first letter of name or word. authorize document by signing with initials.

adjective noun verb

consisting of many different connected parts. group of buildings or facilities. cause to form complex.

/ˈdif(ə)rənt/

adjective

Not of the same kind; unlike other things.

/ˈmēniNG/

adjective noun verb

expressive. Idea or thing represented by words or sentences. To intend to do something in particular.

/ˈkalkyəˌlādəd/

adjective verb

done with full awareness of likely consequences. To find an answer using mathematics.

/dəˈtərmən/

verb

cause to occur in particular way.

/kənˈsidər/

verb

To think carefully about something.

/pə(r)ˈtikyələr/

adjective noun

Being special or more than is typical. individual item.

/ˈmaɡnəˌt(y)o͞od/

noun

Size or importance.

/ˈfəNG(k)SH(ə)n/

noun verb

activity natural to or purpose of person or thing. To serve a certain purpose or role.