Unfortunately that's probably "Order them from China"
The problem is immeasurably worse. There will be no way to get replacement transformers in place over a destroyed railroad infrastructure. In the year and a half before any replacement transformers reach our shores (with no means of transportating them) the main part of the US population will have perished for lack of food, water, medicine, etc.