Sensors and transducers, signal conditioning and data acquisition, feedback control and block diagrams, dynamic system response, and measurement uncertainty.
3 concepts
Strain gauges, thermocouples, RTDs and LVDTs; Wheatstone bridges, sampling and A/D conversion; calibration and Kline-McClintock uncertainty propagation.
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Block diagrams, open- vs closed-loop transfer functions, the characteristic equation and stability, PID action, and steady-state error by system type.
LTI input-output ratio in the Laplace domain. Poles (roots of ) set stability and transient modes; zeros (roots of
Roots are the closed-loop poles. Stable iff all roots have negative real parts (left half-plane).
Closed-loop DC gain and step error
Problem. A unity-feedback loop has forward transfer function . Find the closed-loop transfer function, the steady-state output to a unit step command, and the steady-state error.
Ramp error of a type-1 system
Problem. A unity-feedback loop has open-loop . Find the steady-state error to a unit-ramp command, and the closed-loop natural frequency and damping ratio.
Gain range for stability (Routh)
Problem. A unity-feedback loop has forward path with
First-order time constant and step response, second-order natural frequency and damping, overshoot and settling time, and the Laplace transfer function that ties them together.
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controller, plant, feedback/sensor. Forward path over one-plus-loop-product.
Special case . The denominator defines the closed-loop poles.
Necessary-and-sufficient stability test for third order. At the boundary the loop oscillates at .
Valid only when the closed-loop poles are all in the left half-plane. Gives the steady output and the position constant .
Position, velocity, acceleration constants for a unity-feedback loop; is the open-loop transfer function.
Type 0: finite , infinite . Each integrator raises the type and zeros the error to one higher input class.
proportional gain, integral time (s), derivative time (s). Integral action removes offset; derivative action adds damping.
Closed-loop characteristic form: natural frequency (rad/s), damping ratio. Stable for , .
Relative-stability measures from the open-loop frequency response. Positive margins indicate a stable closed loop.