ZZZZZzzz's question at Yahoo Answers regarding a mixing problem

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In summary, we are given the volume and initial pollution of a lake, as well as the inflow and outflow rates of pollution. By modeling the amount of pollution in the lake with an ODE, we can use calculus to determine that it will take approximately 40.5 days for the pollution to decrease to 1 gram per cubic meter.
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MarkFL
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Here is the question:

Physical application of calculus?

A lake has a volume of 10^6 m^3 and an initial pollution of 2 grams per cubic metre. Every day a river flows in 2 x 10^4 m^3 of a lower pollution of 0.2 gram per cubic metre, and the same amount of water flows out to another river. Assume the water is perfectly mixed at any time. How long will it take to reduce the pollution to 1 gram per cubic metre?
thanks

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ans: 40.5 days

I have posted a link there to this thread so the OP can find my work.
 
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Hello ZZZZZzzz,

We have an initial amount of pollution in the lake, and we have pollution flowing in and pollution flowing out. So we may model the amount of pollution $P$ in the lake at time $t$ with the initial value problem:

\(\displaystyle \frac{dP}{dt}=0.2\cdot2\cdot10^4-\frac{P(t)}{10^6}\cdot2\cdot10^4\) where \(\displaystyle P_0=2\cdot10^6\)

The ODE may be simplified to:

\(\displaystyle \frac{dP}{dt}=4000-\frac{P(t)}{50}\)

Writing this ODE in standard linear form, we have:

\(\displaystyle \frac{dP}{dt}+\frac{1}{50}P(t)=4000\)

Multiplying through by an integrating factor of \(\displaystyle e^{\frac{t}{50}}\), we obtain:

\(\displaystyle e^{\frac{t}{50}}\frac{dP}{dt}+\frac{1}{50}e^{\frac{t}{50}}P(t)=4000e^{\frac{t}{50}}\)

Observing the left side is the differentiation of a product, we may write:

\(\displaystyle \frac{d}{dt}\left(e^{\frac{t}{50}}P(t) \right)=4000e^{\frac{t}{50}}\)

Integrating, there results:

\(\displaystyle e^{\frac{t}{50}}P(t)=200000e^{\frac{t}{50}}+C\)

Solving for $P(t)$, we have:

\(\displaystyle P(t)=200000+Ce^{-\frac{t}{50}}\)

To determine the parameter $C$, we may use the initial value:

\(\displaystyle P(0)=200000+C=2000000\implies C=1800000\)

Hence:

\(\displaystyle P(t)=200000+1800000e^{-\frac{t}{50}}=200000\left(1+9e^{-\frac{t}{50}} \right)\)

Now, to determine when the pollution concentration is down to 1 gram per million cubic meters, we set $P(t)=1000000$ and solve for $t$:

\(\displaystyle 1000000=200000\left(1+9e^{-\frac{t}{50}} \right)\)

\(\displaystyle 5=1+9e^{-\frac{t}{50}}\)

\(\displaystyle \frac{9}{4}=e^{\frac{t}{50}}\)

Convert from exponential to logarithmic form:

\(\displaystyle \frac{t}{50}=\ln\left(\frac{9}{4} \right)\)

\(\displaystyle t=50\ln\left(\frac{9}{4} \right)\approx40.5465108108164\)

Thus, we find it will take about 40.5 days for the pollution concentration to reach the desired level.
 

Related to ZZZZZzzz's question at Yahoo Answers regarding a mixing problem

1. How do you determine the correct ratio for mixing two substances?

The correct ratio for mixing two substances depends on the desired outcome and the properties of the substances. It is important to consider factors such as solubility, density, and chemical reactions when determining the appropriate ratio for mixing.

2. Can you provide an example of a mixing problem?

An example of a mixing problem could be mixing a concentrated acid with water to create a dilute acid solution. The correct ratio in this case would depend on the concentration of the acid and the desired concentration of the final solution.

3. What are some common mistakes to avoid when mixing substances?

Common mistakes to avoid when mixing substances include incorrect measurements, not considering the properties of the substances, and not properly mixing the substances together. It is important to carefully follow instructions and use the appropriate tools for accurate and safe mixing.

4. How do you know when a substance is fully mixed?

The best way to determine if a substance is fully mixed is to observe the uniformity of the mixture. If there are no visible differences in color, texture, or consistency, it is likely that the substances have been fully mixed. However, it is always important to double check with proper measurements and testing.

5. What safety precautions should be taken when mixing substances?

Safety precautions when mixing substances include wearing appropriate personal protective equipment, working in a well-ventilated area, and following the instructions and warnings provided by the substances. It is also important to properly label and store any leftover mixtures and dispose of any waste materials safely.

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