The Clarke and Park transformations (Episode 8)

00:09:02
https://www.youtube.com/watch?v=mbJOxqxLkLE

Resumen

TLDRIn this video, the host revisits brushless motor commutation methods and introduces enhanced notations for current and magnetic fields to align with standard electrical engineering practices. The discussion focuses on the Clark and Park transformations, which simplify vector representation in three-phase systems, allowing for better torque analysis. The Clark transformation maps the ABC windings to an alpha-beta frame, while the Park transformation relates to a rotating frame defined by d and q axes, optimizing torque generation in non-salient pole motors. The impact of current direction on torque and the phenomenon of torque ripple are also examined.

Para llevar

  • 🔄 Improved notation enhances understanding of commutation
  • ⚡️ Torque maximization requires aligning current with rotor's magnetic field
  • 📏 Clark transformation simplifies analysis of three-phase systems
  • 🌀 Park transformation relates to rotor's perspective
  • 🚦 Current pointing in q-axis optimizes torque
  • ⚖️ Torque ripple arises from misalignment during commutation
  • 🔍 Current and field vectors must be in line for effectiveness
  • 📈 Key tools for reducing torque ripple in future episodes
  • 👩‍🔬 Celebrating Edith Clark, a pioneer in electrical engineering
  • 📊 Understanding the vector magnitude invariance in transformations

Cronología

  • 00:00:00 - 00:09:02

    In this episode, we discuss the importance of commutation schemes in brushless motors, emphasizing the necessity to refine our understanding and terminology for clarity. By adopting a standardized notation, we align the representation of current and magnetic fields to enhance comprehension, particularly when exploring transformations like Clark transformation. This transformation simplifies the analysis of a three-phase system into a two-dimensional framework, allowing for efficient torque generation. Additionally, we introduce the Park transformation, which rotates the reference frame to align with the rotor's magnetic field. This enables more accurate torque optimization strategies by ensuring current aligns with the quadrature axis (q-axis) for maximum efficiency. Throughout the commutation process, misalignment of current with the q-axis leads to torque ripple, which we aim to address in future episodes.

Mapa mental

Vídeo de preguntas y respuestas

  • What is the purpose of changing notation in the video?

    To align the explanation with standard electrical engineering practices for better understanding.

  • What are the Clark and Park transformations used for?

    They are used to analyze three-phase current systems in a simplified way.

  • How does the direction of current affect torque in motors?

    Current should ideally point in the q-axis direction to maximize torque.

  • What is torque ripple?

    Oscillations in torque produced during motor operation, often affected by the alignment of current.

  • Who was Edith Clark?

    The first professionally employed female electrical engineer in America.

  • Why is it important to have current and magnetic field vectors aligned?

    Alignment helps in maximizing torque produced in the motor.

  • What happens to torque as current direction shifts?

    Torque oscillates and creates torque ripple as current shifts away from the q-axis.

  • What is the optimal current direction in a non-salient pole motor?

    It should point strictly in the q-axis direction.

  • How does the transformation maintain vector magnitudes?

    It employs a two-thirds multiplier in the Clark transformation.

  • What does the d-axis represent?

    The d-axis points in the direction of the rotor's magnetic field.

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Desplazamiento automático:
  • 00:00:00
    hi and welcome back to understanding
  • 00:00:01
    motors last episode we talked about how
  • 00:00:04
    changing the way you perform pwm
  • 00:00:06
    switching can affect the efficiency and
  • 00:00:08
    dynamics of your commutation
  • 00:00:10
    however the commutation schemes we've
  • 00:00:11
    developed thus far are not the best
  • 00:00:13
    methods of commutation we could use
  • 00:00:15
    but before we can jump straight to the
  • 00:00:17
    ideal methods we have to develop some
  • 00:00:18
    tools so that we can better understand
  • 00:00:20
    them
  • 00:00:21
    so let's get into it
  • 00:00:32
    we're going to start today by briefly
  • 00:00:33
    going back and changing some of our
  • 00:00:35
    notation
  • 00:00:36
    in episode 5 when we were talking about
  • 00:00:38
    the magnetic field alignment method of
  • 00:00:40
    torque
  • 00:00:40
    we learned that in order to maximize our
  • 00:00:42
    torque produced in a brushless motor
  • 00:00:44
    we want our induced magnetic field to be
  • 00:00:46
    orthogonal to
  • 00:00:47
    and leading our rotor's magnetic field
  • 00:00:50
    in the notation i used that episode the
  • 00:00:52
    magnetic field vector generated by the
  • 00:00:54
    stator of the brushless motor
  • 00:00:56
    will be 90 degrees counterclockwise from
  • 00:00:58
    the current vector as shown in the motor
  • 00:01:00
    winding diagram
  • 00:01:01
    however after releasing episode 5 it was
  • 00:01:03
    clarified to me that this notation of
  • 00:01:05
    having the current and magnetic field
  • 00:01:07
    shown as perpendicular
  • 00:01:08
    is not the standard method of teaching
  • 00:01:10
    within the electrical engineering
  • 00:01:11
    community
  • 00:01:13
    and because my ultimate goal here is to
  • 00:01:15
    provide you the viewer
  • 00:01:16
    with a reliable and easily intuitive
  • 00:01:18
    explanation of these topics
  • 00:01:19
    i read up on it and both because i don't
  • 00:01:22
    want my videos to not resemble what you
  • 00:01:24
    see in your textbook
  • 00:01:26
    and because i genuinely think the more
  • 00:01:28
    standard notation
  • 00:01:29
    is better for understanding the
  • 00:01:30
    transformations we're talking about
  • 00:01:31
    today than the methods i was taught
  • 00:01:34
    i've decided to shift my notation i
  • 00:01:36
    apologize if this change causes anyone
  • 00:01:38
    to be confused but i'm gonna do my best
  • 00:01:40
    to keep things as clear as possible
  • 00:01:42
    in previous episodes we had shown our
  • 00:01:44
    brushless motor like this
  • 00:01:46
    and our y circuit like this for the
  • 00:01:48
    analysis of six block commutation
  • 00:01:50
    as well as everything else we've talked
  • 00:01:52
    about so far this is completely fine
  • 00:01:54
    but now we're going to change the look
  • 00:01:55
    of this y circuit a little
  • 00:01:57
    instead of representing the phase as a
  • 00:01:59
    resistor which generates a magnetic
  • 00:02:01
    field perpendicular to the direction of
  • 00:02:03
    current
  • 00:02:04
    we're going to change this to a coil of
  • 00:02:05
    wires which generates a magnetic field
  • 00:02:07
    in the same direction the current runs
  • 00:02:10
    the reason we're actually doing this is
  • 00:02:12
    because it's helpful to have our
  • 00:02:13
    magnetic field vectors and our current
  • 00:02:15
    vectors in line with each other
  • 00:02:16
    because at the end of the day it doesn't
  • 00:02:18
    really matter which direction the
  • 00:02:20
    current is physically running
  • 00:02:22
    just the direction of the magnetic field
  • 00:02:24
    induced by that current flow
  • 00:02:26
    however in terms of measurement and
  • 00:02:28
    control it's easier to think about
  • 00:02:29
    current running through phases than
  • 00:02:31
    magnetic field generated
  • 00:02:33
    now with this new notation a current
  • 00:02:35
    into phase a
  • 00:02:36
    will correspond to both a current vector
  • 00:02:38
    and a magnetic field vector strictly to
  • 00:02:40
    the left
  • 00:02:41
    a current into b will produce vectors 60
  • 00:02:44
    degrees south of
  • 00:02:45
    east and c will be 60 degrees north of
  • 00:02:48
    east
  • 00:02:49
    so now that we've adopted this more
  • 00:02:51
    standard depiction of the diagram
  • 00:02:52
    let's take a second to think about it
  • 00:02:54
    the first thing i want you to notice is
  • 00:02:56
    that this is a two dimensional diagram
  • 00:02:58
    i know that this is a completely obvious
  • 00:03:00
    observation but it's also a very
  • 00:03:02
    powerful fact
  • 00:03:04
    because our three-phase current and
  • 00:03:05
    magnetic field vectors can be described
  • 00:03:07
    on this two-dimensional plane
  • 00:03:09
    it's possible to describe the result as
  • 00:03:11
    a 2d vector
  • 00:03:12
    and then we could theoretically generate
  • 00:03:14
    any equivalent resultant vector
  • 00:03:16
    from just two phases and this is the
  • 00:03:19
    idea behind the clark transformation
  • 00:03:22
    first implemented by edith clark who by
  • 00:03:24
    the way was america's first
  • 00:03:25
    professionally employed female
  • 00:03:27
    electrical engineer
  • 00:03:28
    the clark transform describes the move
  • 00:03:30
    from the a b and c windings to the alpha
  • 00:03:33
    beta frame
  • 00:03:34
    we can largely derive this
  • 00:03:35
    transformation geometrically seeing that
  • 00:03:37
    a points strictly in the alpha direction
  • 00:03:39
    b points in the negative cosine 60 alpha
  • 00:03:42
    sine 60 beta
  • 00:03:44
    and c points in the negative cosine 60
  • 00:03:46
    alpha negative sine
  • 00:03:47
    60 beta direction the clark transform
  • 00:03:50
    also includes an external two-thirds
  • 00:03:52
    multiplier
  • 00:03:53
    and this keeps the vectors equal
  • 00:03:54
    magnitudes on either side of the
  • 00:03:56
    transformation
  • 00:03:57
    i find that this idea is not super clear
  • 00:03:59
    at first but a quick example helps to
  • 00:04:01
    show why it's necessary
  • 00:04:03
    if i wanted to run one amp strictly from
  • 00:04:05
    right to left through the three-phase
  • 00:04:06
    diagram
  • 00:04:07
    it will go into a then because this is a
  • 00:04:09
    balanced system
  • 00:04:10
    which obeys kirchhoff's current law it
  • 00:04:13
    would need to come out
  • 00:04:14
    of b and c in equal proportions if we
  • 00:04:16
    sum this geometrically
  • 00:04:18
    this one amp sort of gets counted twice
  • 00:04:20
    it gets counted once on the way in
  • 00:04:22
    through
  • 00:04:23
    a and then because of the geometry it
  • 00:04:25
    gets counted another half of the time
  • 00:04:27
    when it's coming out through b and c
  • 00:04:29
    however in our alpha beta representation
  • 00:04:32
    we're just talking about the actual
  • 00:04:33
    current
  • 00:04:34
    running in each direction so we'll need
  • 00:04:36
    to take two thirds of this current
  • 00:04:38
    represented by the summation of the abc
  • 00:04:40
    frame to get one amp and just so you
  • 00:04:43
    aren't confused if you see it there's
  • 00:04:45
    actually two forms of this
  • 00:04:46
    transformation
  • 00:04:47
    the one i'm using here which is the
  • 00:04:49
    vector magnitude invariant version
  • 00:04:51
    and another version used for power
  • 00:04:53
    analysis which is the power invariant
  • 00:04:55
    version
  • 00:04:56
    and it uses the square root of
  • 00:04:57
    two-thirds instead of two-thirds
  • 00:05:00
    so now we get what the clark
  • 00:05:02
    transformation says
  • 00:05:04
    but it can actually be further
  • 00:05:05
    simplified because
  • 00:05:07
    once again the three-phase system we're
  • 00:05:09
    talking about is assumed to be balanced
  • 00:05:11
    and thus it follows kirchhoff's current
  • 00:05:13
    law
  • 00:05:13
    meaning the current in phase a plus that
  • 00:05:16
    and b plus that in c
  • 00:05:17
    must equal zero by moving some variables
  • 00:05:20
    around and doing some substitution
  • 00:05:22
    we can then see that the current in
  • 00:05:24
    alpha is equal to the current
  • 00:05:26
    in a whereas the current in beta is the
  • 00:05:29
    current in b
  • 00:05:30
    minus the current in c divided by the
  • 00:05:32
    square root of three
  • 00:05:34
    so now we can describe the direction of
  • 00:05:35
    current and induced magnetic field using
  • 00:05:38
    the alpha and beta axes
  • 00:05:39
    but it may not be immediately obvious
  • 00:05:41
    why this is helpful
  • 00:05:43
    as we previously stated inducing a
  • 00:05:45
    magnetic field perpendicular to the
  • 00:05:46
    rotor's magnetic field produces torque
  • 00:05:49
    meanwhile if we induce along the
  • 00:05:51
    direction of the rotor's magnetic field
  • 00:05:53
    it will sum with the magnetic field of
  • 00:05:55
    the rotor thus either amplifying or
  • 00:05:57
    weakening it
  • 00:05:58
    well we just showed how you can describe
  • 00:06:00
    the equivalent induction of a
  • 00:06:01
    three-phase motor in two directions
  • 00:06:04
    so now we're going to take this two axis
  • 00:06:06
    representation and analyze it from the
  • 00:06:08
    perspective of the rotor we will do this
  • 00:06:10
    through what's called the park
  • 00:06:11
    transformation
  • 00:06:12
    we're going to start by creating another
  • 00:06:14
    reference frame which will turn with the
  • 00:06:16
    rotor
  • 00:06:17
    by convention the axes of this frame are
  • 00:06:19
    referred to as the direct or d
  • 00:06:21
    axis and quadrature or q axis the direct
  • 00:06:24
    axis points in the direction of the
  • 00:06:26
    rotor's magnetic field
  • 00:06:28
    whereas the quadrature axis is 90
  • 00:06:30
    degrees counterclockwise of it
  • 00:06:32
    so a magnetic field induced in the
  • 00:06:34
    positive q direction will produce a
  • 00:06:36
    counter-clockwise torque
  • 00:06:38
    meanwhile one induced in the negative q
  • 00:06:40
    direction will produce a clockwise
  • 00:06:41
    torque
  • 00:06:42
    whereas a magnetic field induced in the
  • 00:06:44
    positive d direction
  • 00:06:46
    corresponds to strengthening the
  • 00:06:47
    magnetic field of the rotor
  • 00:06:49
    an induction in the negative d direction
  • 00:06:51
    will weaken the rotor's field
  • 00:06:53
    since the dq axis keeps the same origin
  • 00:06:56
    as the alpha beta axis
  • 00:06:57
    we can describe a transformation between
  • 00:06:59
    the two as a simple rotation matrix
  • 00:07:02
    for those unfamiliar this is basically
  • 00:07:04
    just a matrix of trigonometric
  • 00:07:06
    relationships which can take a vector or
  • 00:07:08
    orientation described in the alpha beta
  • 00:07:10
    frame and then describe it in the dq
  • 00:07:12
    frame
  • 00:07:13
    thus the current in the q direction is
  • 00:07:15
    negative i alpha
  • 00:07:16
    sine theta plus i beta cosine theta
  • 00:07:20
    and the current in the d direction is i
  • 00:07:22
    alpha cosine theta
  • 00:07:24
    plus i beta sine theta where this theta
  • 00:07:26
    value is the angle between the alpha
  • 00:07:28
    axis and the d-axis
  • 00:07:30
    okay so now we have these
  • 00:07:32
    transformations in reference frames so
  • 00:07:34
    let's look at what the actual
  • 00:07:35
    implications are
  • 00:07:36
    first of all if we want to optimize the
  • 00:07:38
    amount of torque we're getting
  • 00:07:39
    per current in which we usually do
  • 00:07:43
    we can say that at any time for a
  • 00:07:45
    non-salient pole motor
  • 00:07:46
    we want our current to point strictly in
  • 00:07:48
    the q axis direction
  • 00:07:50
    note that if we're using a salient pole
  • 00:07:52
    motor the optimal direction depends on
  • 00:07:54
    some other variables and will typically
  • 00:07:56
    lead our q axis a little bit
  • 00:07:58
    i'll link a set of mit class notes that
  • 00:08:00
    talk about this in the description below
  • 00:08:02
    for
  • 00:08:02
    people who are curious but to keep
  • 00:08:05
    things simpler
  • 00:08:05
    let's presume we're using a non-salient
  • 00:08:07
    pull motor and let's run through our six
  • 00:08:09
    block commutation scheme
  • 00:08:11
    again using this diagram starting off in
  • 00:08:14
    the center of hall sector 0
  • 00:08:15
    and connecting our phases appropriately
  • 00:08:17
    we are initially perfectly aligned with
  • 00:08:19
    the q axis
  • 00:08:20
    and are optimally generating torque
  • 00:08:22
    however as we move across the remainder
  • 00:08:24
    of this hall sector
  • 00:08:25
    our direction of current is no longer
  • 00:08:27
    aligned with the q axis
  • 00:08:29
    continuing on we see that throughout
  • 00:08:31
    commutation we are only perfectly
  • 00:08:33
    aligned with this q
  • 00:08:34
    axis at the very center of each hall
  • 00:08:36
    sector and as we get closer to the edges
  • 00:08:38
    of the hall sectors more
  • 00:08:40
    and more of our current points in the
  • 00:08:41
    plus or minus d directions
  • 00:08:43
    this causes the amount of torque we're
  • 00:08:45
    producing to oscillate up and down
  • 00:08:47
    and it creates the torque ripple we
  • 00:08:49
    talked about in an earlier episode
  • 00:08:51
    so now we have the clark and park
  • 00:08:52
    transforms in our tool belt
  • 00:08:54
    next episode we're going to take the
  • 00:08:56
    ideas we talked about here and work
  • 00:08:57
    towards developing a commutation method
  • 00:08:59
    that will smooth this torque ripple out
Etiquetas
  • brushless motors
  • commutation
  • Clark transformation
  • Park transformation
  • torque
  • current direction
  • torque ripple
  • alpha-beta
  • d-q axes
  • vector analysis