My underpayment penalties were significantly higher in 2018 while my underpayment was significantly greater in 2017? why?

You may need to go through the Underpayment Penalty interview in your 2018 return.  Enter the words Underpayment penalty in the Find box on the upper right, hit enter,, then the Jump To