Hello, I work in the maritime industry, here is a simple thought schematic of our power generation:
We have 3 diesel generators that are started by a pneumatic powered motor to turn the shaft(like a battery starter for your motor). For the sake of discussion let us pick out 1 generator and how it distributes power to the ship, let us first suppose that you already have another generator running that supplies power to the controller of generator for starting.
1. Generator is started by air to help the shaft turn, then fuel is introduced for internal combustion to take over the power generation.
2. The generator stator windings, as is common, is wired in a Wye connection, where the three phases(L1, L2, and L3) meet to a common point that we use and call as Neutral point(N). , the neutral point is connected through a resistor to the ground(we call this resistor as the Neutral Grounding Resistor), the ship's ground is usually the hull surface or the metal hull. Relevant to your question, generation plants connect to the physical Earth as their ground.
3. These stator wires run all the way up to the generator ACB(Air circuit breaker), then, once the generated voltage and frequency and other parameters has been stabilised, they connect to our busbar as L1, L2, L3, and N.
4. The generator parameters are continuously being monitored by a controller that maintains the generator speed to regulate a constant voltage and frequency output, the controller is responsible for determining how much fuel is needed for the generator to supply the demanded load.
>>>>Is the return path, or ground, of a power plant literally the physical earth?
Return path ideally should never be ground as it is called a ground fault(where one of the live lines come in contact with anything other than intended, for example the one of the supply lines to a motor comes in contact with its body), ground faults are avoided as it poses risk of electrocution to personnel.
Power generation tends to get more complex as more generators are being operated in a parallel connection to a grid, as you have to monitor and take into account more parameters to ensure a reliable power supply to the grid.