“150 coal power stations in Japan”
Japan does have some exploitable coal deposits, but is not particularly blessed in that regard either.
It could really benefit from some new technology to extract deep sea hydrocarbon deposits, or even to harness tidal/ocean current energy.
In the absence of that, nuclear seems their most elegant option, solving the most of their challenges best.
They are pretty nuclear now for power as it is already