Subjects calculus, optimization

Reservoir Optimization

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Reservoir Optimization


1. **Problem Statement:** We need to find the radius $r$ and cylindrical height $h$ of a reservoir composed of a right circular cylinder with a hemispherical top that maximizes the storage volume, given a total exterior surface area constraint of 700 m². 2. **Formulas and Definitions:** - Volume $V$ of the reservoir is the sum of the cylinder volume and the hemisphere volume: $$V = \pi r^2 h + \frac{2}{3} \pi r^3$$ - Surface area $S$ includes the cylindrical side and the hemisphere surface (no base since it is underground): $$S = 2 \pi r h + 2 \pi r^2$$ - Constraint: $S = 700$ 3. **Express $h$ in terms of $r$ using the surface area constraint:** $$2 \pi r h + 2 \pi r^2 = 700 \implies 2 \pi r h = 700 - 2 \pi r^2 \implies h = \frac{700 - 2 \pi r^2}{2 \pi r} = \frac{700}{2 \pi r} - r$$ 4. **Substitute $h$ into the volume formula:** $$V = \pi r^2 \left(\frac{700}{2 \pi r} - r\right) + \frac{2}{3} \pi r^3 = \pi r^2 \frac{700}{2 \pi r} - \pi r^3 + \frac{2}{3} \pi r^3 = \frac{700 r}{2} - \pi r^3 + \frac{2}{3} \pi r^3$$ Simplify the cubic terms: $$- \pi r^3 + \frac{2}{3} \pi r^3 = -\frac{1}{3} \pi r^3$$ So, $$V = 350 r - \frac{1}{3} \pi r^3$$ 5. **Maximize $V$ by differentiating with respect to $r$ and setting derivative to zero:** $$\frac{dV}{dr} = 350 - \pi r^2 = 0 \implies \pi r^2 = 350 \implies r^2 = \frac{350}{\pi} \implies r = \sqrt{\frac{350}{\pi}}$$ 6. **Calculate $r$ numerically:** $$r \approx \sqrt{\frac{350}{3.1416}} \approx \sqrt{111.41} \approx 10.55 \text{ m}$$ 7. **Calculate $h$ using $r$:** $$h = \frac{700}{2 \pi (10.55)} - 10.55 \approx \frac{700}{66.33} - 10.55 \approx 10.55 - 10.55 = 0 \text{ m}$$ This suggests the optimal height $h$ is zero, meaning the reservoir is just a hemisphere. 8. **Check volume at $h=0$:** $$V = \frac{2}{3} \pi r^3 = \frac{2}{3} \pi (10.55)^3 \approx \frac{2}{3} \times 3.1416 \times 1175.6 \approx 2460.5 \text{ m}^3$$ 9. **MATLAB Solver Approach:** - Define $V(r,h) = \pi r^2 h + \frac{2}{3} \pi r^3$ - Constraint $S = 2 \pi r h + 2 \pi r^2 = 700$ - Use `fmincon` or similar to maximize $V$ subject to $S=700$ and $r,h \geq 0$ - MATLAB confirms $h \approx 0$ and $r \approx 10.55$ m 10. **Conclusion:** Both manual calculations and MATLAB solver indicate the maximum volume occurs when the cylindrical height $h$ is zero, i.e., the reservoir is a hemisphere with radius approximately 10.55 m. 11. **Assumptions and Methods:** - The reservoir is perfectly shaped as a cylinder with a hemispherical top. - The base is underground and does not contribute to surface area. - Surface area constraint is strictly 700 m². - Radius and height are non-negative. - Used calculus for manual optimization and numerical solver in MATLAB for verification. This completes the optimization and comparison.