Likewise, water processing is mostly pumps. Even better, any competent town has backup generators and they keep a few days of fuel on hand, so even if you get the grid down there is water, and the system can function without internet.
That isn't to say you can't annoy life for everyone. However state collapse won't happen because of that. More likely you firm up the resolve to fight.
Edit: Maybe the most sophisticated attack of that sort was the one against the Iranian nuclear program, and while it was successful it and seems to have set back the program it was hardly a show stopper. It also required pretty specialized knowledge of the controllers used to operate the centrifuges (for enriching the fuel). If you consider the enormous variety of controllers and ways of doing things across different plants I just don't see how it would work to shut down a large fraction of even something like power generation.