23-Chem-A6 Process Dynamics and Control · May 2015
Question 4 of 8: Thermocouple Dynamics — Response to a Triangular Input
Nivaar worked solution (AI-drafted; not reviewed by a licensed engineer)
Notes on this paper
National Exams / EGBC — May 2015 — 04-Chem-A6 Process Dynamics & Control. Three-hour open-book examination; any non-communicating calculator is permitted. Eight problems are printed and any five constitute a complete paper (each worth 20%); all eight are solved below for completeness. Most parts are quantitative (dynamic modelling, transfer functions, step/pulse/ramp responses, Routh and Nyquist stability, and IMC design); qualitative sketches are drawn as real figures where the paper asks for them.
Reference texts: D. E. Seborg, T. F. Edgar, D. A. Mellichamp & F. J. Doyle III, Process Dynamics and Control (4th ed., Wiley) — Laplace-domain modelling, linearisation, transfer functions, feedback stability, frequency response and IMC design; G. Stephanopoulos, Chemical Process Control: An Introduction to Theory and Practice (Prentice Hall) — Routh test, Nyquist criterion and dead-time systems; D. R. Coughanowr & S. E. LeBlanc, Process Systems Analysis and Control (3rd ed., McGraw-Hill) — first-order thermal/level dynamics, step/ramp/pulse response and block-diagram algebra. Standard control conventions (deviation variables; unity valve/sensor gains unless stated) are used throughout.
Problem 4: Thermocouple Dynamics — Response to a Triangular Input (20%)
Given. A lumped thermocouple bead exchanging heat with a stirred bath:
Quantity
Symbol
Value
Mass
$m$
$0.25\ \mathrm g$
Heat capacity
$C$
$1\ \mathrm{cal/(g\,{}^\circ C)}$
Film coefficient
$h$
$60\ \mathrm{cal/(cm^2\,h\,{}^\circ C)}$
Surface area
$A$
$1\ \mathrm{cm^2}$
Find. (a) $T_{tc}/T_\ell$; (b) the registered temperature $T_{tc}(t)$ for the triangular liquid profile.
Approach. Write the bead energy balance to get a unity-gain first-order lag, then decompose the triangular input into three ramps (slopes $+1,-2,+1$) and superpose the standard first-order ramp response.
(a) Transfer function. Energy balance on the bead: $mC\dfrac{dT_{tc}}{dt}=hA\left(T_\ell-T_{tc}\right)$. Dividing by $hA$: $$\frac{mC}{hA}\frac{dT_{tc}}{dt}+T_{tc}=T_\ell\ \Rightarrow\ \boxed{\frac{T_{tc}(s)}{T_\ell(s)}=\frac{1}{\tau s+1}},\ \ \tau=\frac{mC}{hA}.$$
(b) Decompose the input. The triangular liquid temperature is the superposition of three ramps: slope $+1\,\mathrm{^\circ C/s}$ starting at $t=0$; slope $-2\,\mathrm{^\circ C/s}$ starting at $t=300$ (turning the rise into a fall); slope $+1\,\mathrm{^\circ C/s}$ starting at $t=600$ (levelling off at $0$).
First-order ramp response. For a ramp of slope $a$ applied at $t_0$, the first-order lag output is $r_a(t)=a\big[(t-t_0)-\tau(1-e^{-(t-t_0)/\tau})\big]$ for $t\ge t_0$. Superposing the three ramps: $$\boxed{T_{tc}(t)=r_{+1}(t;0)+r_{-2}(t;300)+r_{+1}(t;600)},\ \tau=15\ \mathrm s.$$
Interpret — lag and peak. During the first ramp the reading trails the input by the ramp offset $a\tau=1\times15=15\,{}^\circ\mathrm C$, so at the input apex $t=300\ \mathrm s$ the thermocouple reads $\approx300-15=285\,{}^\circ\mathrm C$ — it has not caught up. Its own peak occurs slightly later, at $t=300+\tau\ln2=310.4\ \mathrm s$, where $T_{tc}\approx289.6\,{}^\circ\mathrm C$; thereafter it lags the falling input and relaxes toward $0$. The bead never registers the true $300\,{}^\circ\mathrm C$ because $\tau$ is comparable to the ramp duration.
Problem 4(b): the thermocouple (blue) lags the triangular liquid temperature (red). It reads only $\approx285\,{}^\circ$C at the input apex ($t=300$ s) and peaks later at $\approx289.6\,{}^\circ$C ($t=310.4$ s), never reaching the true $300\,{}^\circ$C.
Quantity
Value
Time constant $\tau=mC/(hA)$
$15\ \mathrm s$
Transfer function
$1/(15s+1)$
Reading at input apex ($t=300$)
$\approx285\,{}^\circ\mathrm C$
Thermocouple peak
$\approx289.6\,{}^\circ\mathrm C$ at $t=310.4\ \mathrm s$