Modeling with First Order DE’s — Question 9

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Question 9

A spherical droplet has constant density ρ\rho and radius r(t)r(t). Assume its mass disappears at a rate proportional to its current surface area, with a constant coefficient k>0k>0: M=43πρr3,M′=−k(4πr2)M=\frac 43\pi\rho r^3,\qquad M'=-k(4\pi r^2) while the droplet exists. Radius decreases from 33 mm to 22 mm during the first 55 minutes. Ignore changes in shape, density and environmental conditions.

Tasks

  1. Derive the radius IVP from the mass balance and identify k/ρk/\rho and its units from the observations. Can kk itself be found without knowing ρ\rho?

  2. Find the extinction time and the fraction of original mass remaining at any time before extinction.

  3. Determine when half the original mass remains; compare this with the time at which the radius is halved.

  4. Fit an exponential mass-loss model with the same initial mass and initial mass-loss rate. Compare the two predictions at 1010 minutes and discuss their extinction predictions.

Original worksheet page 1: question and worked solution for 2-7-009
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Question 9 – Solution

Strategy. Differentiate the geometric mass formula before applying the surface-loss law. A constant radius-loss rate need not imply exponential mass loss.

Step 1: Reduce the balance to radius. For r>0r>0, the chain rule gives 4πρr2r′=−4πkr2,r′=−k/ρ,r(0)=3 mm.4\pi\rho r^2r'=-4\pi k r^2, \qquad r'=-k/\rho,\qquad r(0)=3\text{ mm}. The observed radius loss is 11 mm in 55 min, hence k/ρ=0.20 mm/min,r(t)=3−0.20t mm.\boxed{k/\rho=0.20\text{ mm/min}},\qquad \boxed{r(t)=3-0.20t\text{ mm}}. If density is in mass/mm3^3, kk has units mass/(mm2^2 min). The observations identify only the ratio; a density value is needed to determine kk itself.

Step 2: Determine mass and extinction. The radius reaches zero at te=15 min\boxed{t_e=15\text{ min}}. Since mass is proportional to r3r^3, M(t)M(0)=(1−t/15)3,0≤t≤15.\boxed{\frac{M(t)}{M(0)}=(1-t/15)^3},\qquad 0\le t\le 15. The physical mass and radius remain zero afterward. Extending the linear radius formula past 1515 would produce negative radius and is not part of the droplet model. Differentiating the cubic mass formula recovers the original surface-loss balance while r>0r>0.

Step 3: Compare fractional targets. Half mass occurs when (1−t/15)3=1/2(1-t/15)^3=1/2, giving t1/2,M=15(1−2−1/3)≈3.094 min.\boxed{t_{1/2,M}=15(1-2^{-1/3})\approx 3.094\text{ min}}. Half radius occurs at t=7.5t=7.5 min, when only (1/2)3=1/8(1/2)^3=1/8 of the initial mass remains. Geometric scaling makes these distinct events.

Step 4: Test an exponential alternative. The initial relative mass slope from the cubic formula is M′(0)/M(0)=−1/5M'(0)/M(0)=-1/5 min−1^{-1}. The matching exponential is therefore Mexp(t)=M(0)e−t/5.M_{\exp}(t)=M(0)e^{-t/5}. At 1010 min the surface-loss model predicts M/M(0)=1/27≈0.0370M/M(0)=1/27\approx 0.0370, whereas the exponential predicts e−2≈0.1353e^{-2}\approx 0.1353. The exponential never reaches zero at finite time; the geometric model empties at 1515 min. Agreement of initial value and slope does not imply agreement of the physical loss mechanism or its later predictions.

Original worksheet page 2: question and worked solution for 2-7-009

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