Modeling — Question 1

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Question 1

Two perfectly mixed tanks contain 100100 L and 200200 L of solution. Two pumps transfer 1010 L/min in each direction; there is no external inflow, outflow, or reaction. Initially the first tank contains 1010 kg of salt and the second contains none. Let x(t),y(t)x(t),y(t) be their salt amounts in kg, with tt in minutes.

Tasks

  1. Derive the amount equations from salt fluxes, explaining why the volumes stay constant and why the two transfer coefficients differ.

  2. Find a conserved quantity and the equilibrium amounts. Does equilibrium mean equal amounts or equal concentrations?

  3. Solve the initial-value problem and verify nonnegativity and conservation for all t≥0t\ge 0.

  4. Find the earliest time at which the concentration difference is at most 0.0050.005 kg/L, and show it stays below this tolerance thereafter. Sketch the two concentrations and their common limiting level.

Original worksheet page 1: question and worked solution for 5-12-001
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Question 1 – Solution

Strategy. Use volume flow times concentration for each salt flux, then use conservation to reduce the coupled balances.

Step 1: Construct the two balances. Each tank gains and loses 1010 L/min, so its volume is fixed. Its outgoing salt rate is 1010 times its own concentration. Thus x′=−110x+120y,y′=110x−120y.\boxed{x'=-\tfrac 1{10}x+\tfrac 1{20}y,\qquad y'=\tfrac 1{10}x-\tfrac 1{20}y.} The coefficients have units min−1^{-1}: equal volume flows remove different fractions of the unequal tank volumes per minute.

Step 2: Use the conserved total. Adding gives (x+y)′=0(x+y)'=0, so x+y=10x+y=10 kg. At equilibrium x/100=y/200x/100=y/200. Consequently (x*,y*)=(10/3,20/3) kg\boxed{(x_*,y_*)=(10/3,20/3)\text{ kg}} and the common concentration is 1/301/30 kg/L. Equal amounts would leave unequal concentrations and hence a nonzero net salt transfer.

Step 3: Solve and check the physical range. Substituting y=10−xy=10-x gives x′=1/2−3x/20x'=1/2-3x/20. The initial data yield x=103+203e−3t/20,y=203(1−e−3t/20).\boxed{x=\tfrac{10}3+\tfrac{20}3e^{-3t/20},\qquad y=\tfrac{20}3(1-e^{-3t/20}).} Their sum is 1010, both are nonnegative, and their initial values are (10,0)(10,0). Differentiation gives x′=−e−3t/20x'=-e^{-3t/20} and y′=e−3t/20y'=e^{-3t/20} kg/min; substitution into the original flux balances gives the same rates.

Step 4: Compute a lasting tolerance time. The concentration difference is x100−y200=110e−3t/20>0.\frac{x}{100}-\frac{y}{200}=\frac 1{10}e^{-3t/20}>0. It decreases strictly, so its first value 0.0050.005 occurs at t=203log⁡20 min≈19.97 min\boxed{t=\tfrac{20}3\log 20\text{ min}\approx 19.97\text{ min}}. The inequality holds for this time and every later time. The first concentration approaches the dotted limit from above; the second approaches it from below.

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Original worksheet page 2: question and worked solution for 5-12-001

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