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ECE 481 Topic 2
ECE 481 Topic 2
38
Computer Science
Undergraduate 4
05/09/2012

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Term
how to deal with NL system if NL system is static?
Definition
cancel the NL part
Term
when can perfect cancellation happen?
Definition
1. NL element appears at control input
2. NL element is globally invertible
Term
can every non linear function be inverted?
Definition
all except for saturator
Term
if perfect cancellation doesn't happen, what are three techniques used to do cancellation?
Definition
1. invert in restricted range 2. subtract nonliniarity 3. move NL to input by inverting linear dynamics
Term
What are 3 ways to deal with non-linearity?
Definition
1. cancel out
2. approximate by linearizing
3. use limit cycles
Term
What are 4 steps for canceling non-linearities out?
Definition
1. write desired transfer function with out NL elem
2. write plant
3. expand plant to cancel out NL elems, they will be part of controller
4. design real controller
Term
What is rule of thumb for cancelling out?
Definition
subtraction is outside of inversion
Term
Is non-linear elements commutable?
Definition
NO
Term
Can you invert the non-linearity if plant is unstable?
Definition
NO
Term
What can stiction lead to?
Definition
1. increase steady-state error
2. can lead to oscillation if integral control is used
3. can make system unstable
Term
What are two solutions to cancelling out stiction?
Definition
1. use dither dignal
2. use offset
Term
What are advantages of using dither signals?
Definition
simple and effective
Term
what are disadvantages of using dither signals?
Definition
1. need to change dither signal often
2. can lead to unstable
Term
what are advantages of use of offset?
Definition
1. offsets are easy to measure
2. simple
Term
what are disadvantages of use of offset?
Definition
1. not effective sometimes
2. need to change offset often
Term
In terms of error of steady-state value, does use of dither do better or use of offset do better
Definition
Use of offset
Term
what happens if dither signal is big?
Definition
steady state error is less
Term
what happens if offset signal is big?
Definition
steady state error is less
Term
What are steps of linearization?
Definition
1. find an operating point(stationary point)
2. Write in "delta equation" at operating point
3. Write p(s) in terms of "delta equation"
Term
In continuous system, what is stationary point?
Definition
Not changing -> derivatives are 0
Term
In discrete systems, what is stationary point?
Definition
[K+1] = [K] = [k+2] = ...
Term
Compare linearization between cancellation
Definition
Linearization Adv:
1. systematic
2. works for any non-linear system

Cancellation Adv:
1. cancels NL exactly
2. Can estimate range of inputs

Linearization Disadv:
1. works for only close range

Cancellation Disadv:
1. inverse function might not exist
2. sensitivity concerns
Term
Why would saturator be introduced in real life?
Definition
don't want to exceed dangerous limites
Term
What are ways to deal with saturators?
Definition
1. ignore the saturator and ensure saturation is avoided
2. add a feedback to saturator so it won't go to saturation
Term
What is a limit cycle?
Definition
oscillation produced by NL elem that's really hard to get rid of
Term
What is a describing function?
Definition
put the limit cycle to describing function
Term
what are advantages of describing function?
Definition
1. can use linear analysis methods
Term
what are disadvantages of describing function?
Definition
1. not 100% accurate since it's an approximate
Term
In limit cycle, is controller the NL element or plan the NL element?
Definition
controller
Term
What are assumptions for describing function approach?
Definition
1. input and output are oscillating
2. only first harmonic passes -> only first term in Fourier series
3. external inputs are 0, no dynamics, has odd symmetry
Term
What's equation for fourier series?
Definition
see notes
Term
what does describing function depends on?
Definition
input amplitude A
Term
If non-linearity is memory-less, then what's the describing function?
Definition
see notes
Term
if the non-linearity is dynamic, then besides A, what can it depend on?
Definition
W
Term
what's the general form of describing function?
Definition
see notes
Term
derive describing function
Definition
see notes
Term
If a limit cycle exists, what are equations to find frequency and amplitude?
Definition
see notes
Term
What are conditions for stability of limit cycle at Ao?
Definition
see notes
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