What is an electrolyzer? The machine that turns electricity into hydrogen

An electrolyzer takes electricity, water, and some very deliberate electrochemistry and produces hydrogen and oxygen. That sounds simple enough. The interesting part begins when the machine becomes hundreds of megawatts large, starts following wind and solar production, competes for cheap electricity, needs purified water and compression, and discovers that making hydrogen cheaply is mostly an electricity problem wearing a chemistry badge.
