Modeling with First Order ODEs |
Radioactive Decay:
Let \(N(t)\) be the mass of a radioactive element at time \(t\). The rate of change (decay) of \(N\) is
proportional to its current value.
\[\frac{dN}{dt}=-kN,\]
where \(k >0\) depends on the element. Solving this ODE we get \(N=ce^{-kt}\).
Suppose the initial amount is \(N_0=N(0)\). Then we get \(c=N_0\). Thus the solution is
\[N(t)=N_0e^{-kt}.\]
Carbon Dating: There are 2 types of carbon atoms: \(^{12}C\) (the stable nuclide) and radioactive
\(^{14}C\) with a halflife of about 5,730 years. The ratio \(^{14}C: ^{12}C\) is approximately constant in nature.
A living creature taking carbon from nature is made up with this ratio. After its death \(^{14}C\) starts to
decay.
Example.
Suppose \(25\%\) of the original amount of \(^{14}C\) remained in a fossil. Find the age of the fossil.
Solution. First we find \(k\) for \(^{14}C\) in \(N(t)=N_0e^{-kt}\). We know that \(\frac{N_0}{2}=N_0e^{-5730k}\).
Solving we get \(k=\ln 2/5730\) and hence
\[N(t)=N_0e^{-t\ln 2/5730}.\]
For the fossil we want to find \(t\) for which \(N(t)=25N_0/100\). Plugging this into the preceding equation
we get
\[25N_0/100=N_0e^{-t\ln 2/5730} \implies t=11,460 \text{ years.}\]
Newton's Law of Cooling:
Let \(T(t)\) be the temperature of an object at time \(t\). Then
\[\frac{dT}{dt}=-k(T-T_a),\]
where \(k > 0\) is a constant and \(T_a\) is the constant ambient temperature.
Solving this ODE we get \(T=T_a+ce^{-kt}\). Suppose the initial temperature is \(T_0=T(0)\). Then we get
\(c=T_0-T_a\). Thus the solution is
\[T(t)=T_a+(T_0-T_a)e^{-kt}.\]
Note that \(T(t)=T_a+(T_0-T_a)e^{-kt}\to T_a\) as \(t\to \infty\).
Kirchhoff's Circuit Law:
Consider an electric circuit with a capacitor, resistor, and battery. Let \(Q(t)\) be the charge of the capacitor
at time \(t\). Then
\[R\frac{dQ}{dt}+\frac{Q}{C}=V,\]
where \(R\) is the constant resistant, \(C\) is the constant capacitance, and \(V\) is the constant voltage
supplied. Solving this ODE we get \(Q=CV+ke^{-t/RC}\). Suppose the initial charge is \(Q(0)=0\). Then we get
\(k=-CV\). Thus the solution is
\[Q(t)=CV(1-e^{-t/RC}).\]
Note that \(Q(t)=CV(1-e^{-t/RC})\to CV\) as \(t\to \infty\).
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