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What is the gain and time constant in the process transfer function? If at another time the engineer changes the power input linearly at a rate of 0.5 kW/min, what can you say about the maximum rate of change of process temperature: When will it occur? Show your calculations in a table form.

Computer Science

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Here's the solution for Question 2.

The process is described by a first-order transfer function:

G(s)=T′(s)P′(s)=Kτs+1G(s) = \frac{T'(s)}{P'(s)} = \frac{K}{\tau s + 1}

where T′(s)T'(s) is the deviation in temperature and P′(s)P'(s) is the deviation in power input.

2.1 What is the gain and time constant in the process transfer function?

The process starts at steady state with an initial power input P0=1 kWP_0 = 1 \text{ kW} and initial temperature T0=100 °CT_0 = 100 \text{ °C}.
The power input is changed stepwise from 1 kW1 \text{ kW} to 2 kW2 \text{ kW}.
The magnitude of the step change in power input is ΔP=2 kW−1 kW=1 kW\Delta P = 2 \text{ kW} - 1 \text{ kW} = 1 \text{ kW}.

  1. Determine the steady-state gain (KK).

    After 30 minutes, the temperature stabilizes at Tss=500 °CT_{ss} = 500 \text{ °C}.
    The steady-state deviation in temperature is Tss′=Tss−T0=500 °C−100 °C=400 °CT'_{ss} = T_{ss} - T_0 = 500 \text{ °C} - 100 \text{ °C} = 400 \text{ °C}.
    For a first-order system, the steady-state gain is given by:

    K=Change in OutputChange in Input=Tss′ΔPK = \frac{\text{Change in Output}}{\text{Change in Input}} = \frac{T'_{ss}}{\Delta P} K=400 °C1 kW=400 °C/kWK = \frac{400 \text{ °C}}{1 \text{ kW}} = \boxed{400 \text{ °C/kW}}
  2. Determine the time constant (τ\tau).

    For a first-order system subjected to a step change, the output response in deviation variables is:

    T′(t)=KΔP(1−e−t/τ)T'(t) = K \Delta P (1 - e^{-t/\tau})

    At t=4 minutest = 4 \text{ minutes}, the temperature rises to T(4)=400 °CT(4) = 400 \text{ °C}.
    The deviation temperature at t=4t=4 min is T′(4)=T(4)−T0=400 °C−100 °C=300 °CT'(4) = T(4) - T_0 = 400 \text{ °C} - 100 \text{ °C} = 300 \text{ °C}.
    Substitute the known values into the equation:

    300 °C=(400 °C/kW)(1 kW)(1−e−4/τ)300 \text{ °C} = (400 \text{ °C/kW}) (1 \text{ kW}) (1 - e^{-4/\tau}) 300=400(1−e−4/τ)300 = 400 (1 - e^{-4/\tau}) 0.75=1−e−4/τ0.75 = 1 - e^{-4/\tau} e−4/τ=1−0.75e^{-4/\tau} = 1 - 0.75 e−4/τ=0.25e^{-4/\tau} = 0.25

    Take the natural logarithm of both sides:

    ln⁡(e−4/τ)=ln⁡(0.25)\ln(e^{-4/\tau}) = \ln(0.25) −4/τ=−1.38629-4/\tau = -1.38629 τ=−4−1.38629=2.885 min\tau = \frac{-4}{-1.38629} = \boxed{2.885 \text{ min}}

    2.2 If at another time the engineer changes the power input linearly at a rate of 0.5 kW/min, what can you say about the maximum rate of change of process temperature: When will it occur? Show your calculations in a table form.

    The power input changes linearly, which is a ramp input. Let the rate of change be R=0.5 kW/minR = 0.5 \text{ kW/min}.
    In deviation variables, the input is P′(t)=RtP'(t) = R t. In the Laplace domain, P′(s)=Rs2P'(s) = \frac{R}{s^2}.

  3. Determine the output response in the Laplace domain.

    T′(s)=G(s)P′(s)=Kτs+1⋅Rs2=KRs2(τs+1)T'(s) = G(s) P'(s) = \frac{K}{\tau s + 1} \cdot \frac{R}{s^2} = \frac{KR}{s^2(\tau s + 1)}
  4. Derive the time-domain response for the rate of change of temperature.

    The inverse Laplace transform of T′(s)T'(s) for a ramp input is:

    T′(t)=KR(t−τ+τe−t/τ)T'(t) = KR \left( t - \tau + \tau e^{-t/\tau} \right)

    To find the rate of change of process temperature, we differentiate T′(t)T'(t) with respect to time:

    dT′(t)dt=ddt[KR(t−τ+τe−t/τ)]\frac{dT'(t)}{dt} = \frac{d}{dt} \left[ KR \left( t - \tau + \tau e^{-t/\tau} \right) \right] dT′(t)dt=KR(1−0+τ(−1τ)e−t/τ)\frac{dT'(t)}{dt} = KR \left( 1 - 0 + \tau \left( -\frac{1}{\tau} \right) e^{-t/\tau} \right) dT′(t)dt=KR(1−e−t/τ)\frac{dT'(t)}{dt} = KR (1 - e^{-t/\tau})
  5. Determine the maximum rate of change and when it occurs.

    The term (1−e−t/τ)(1 - e^{-t/\tau}) starts at 0 when t=0t=0 and increases, asymptotically approaching 1 as t→∞t \rightarrow \infty.
    Therefore, the maximum value of dT′(t)dt\frac{dT'(t)}{dt} occurs as t→∞t \rightarrow \infty.
    The maximum rate of change is KR(1)=KRKR(1) = KR.
    Using the values K=400 °C/kWK = 400 \text{ °C/kW} and R=0.5 kW/minR = 0.5 \text{ kW/min}:

    Maximum rate of change=(400 °C/kW)×(0.5 kW/min)=200 °C/min\text{Maximum rate of change} = (400 \text{ °C/kW}) \times (0.5 \text{ kW/min}) = \boxed{200 \text{ °C/min}}

    This maximum rate of change occurs as t→∞\boxed{t \rightarrow \infty}.

  6. Show calculations in a table form.

    We calculate the rate of change dT′(t)dt=200(1−e−t/2.885)\frac{dT'(t)}{dt} = 200 (1 - e^{-t/2.885}) for various time intervals.

    t (min)e−t/τe^{-t/\tau}1−e−t/τ1 - e^{-t/\tau}dT′(t)dt\frac{dT'(t)}{dt} (°C/min)
    01.0000.0000.0
    10.7070.29358.6
    20.5000.500100.0
    30.3530.647129.4
    40.2500.750150.0
    50.1770.823164.6
    100.0310.969193.8
    150.0050.995199.0
    200.0010.999199.8
    ∞\infty0.0001.000200.0

    The table clearly shows that the rate of change of process temperature asymptotically approaches 200 °C/min200 \text{ °C/min} as time increases.

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