Mass Distribution with Calculus
8. Centripetal Forces & Gravitation / Mass Distribution with Calculus / Problem 1
On a horizontal surface, a steel ring is lying flat. The steel ring has a mass of "M" and a radius of "". A small lead ball with a mass of "m" is placed at a distance of "z" above the center of the ring, along a vertical line that passes through the center of the ring, and is perpendicular to its plane. Taking the potential energy to be zero when the two objects are infinitely separated, derive an expression for the gravitational potential energy "U" of this system.
![Illustration of a steel ring with mass M and radius a, with a lead ball of mass m above it at distance z.](data:image/png;base64,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)
Learn this concept