I suspect they will need it to build ships. If you look at the Wikipedia page for the Three Gorges dam, you will find a graph showing that two thirds of annual electrical production is fossil fuel based. If the US is involved, I suspect very little oil will make it into China. I would also expect the vast majority of hydro power to be destroyed. I would doubt they could build many ships once war starts.
China is investing heavily in nuclear in part to counter this weakness.