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Assembling and paraphrasing your information:

Turning the shaft horsepower from a hydro turbine into electricity, transmitting it through wires, transformers, etc, and turning it back into shaft horsepower through motors, etc is inefficient due to conversion losses. Just using the shaft horsepower directly incurs none of those conversion losses. They can be substantial enough in some situations to approach 50%. This doesn't mean you can harvest more energy than the water can provide, it means that by eliminating losses you can USE more of the energy that the water provides, instead of losing it to heat or noise or whatever other conversion losses.

That's an explanation. What you have linked to and hinted at is only the start of one.




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