This idea is fantastic. However, we can do one better. We can control the quake such that we use a sequence of low energy quakes distributed across many years to eliminate the need for the large quick entirely.
We can even do better than that and harvest the potential energy stored, rather than simply dissipating it as heat and motion. How to do this is left as an exercise to the reader.
