"Today I Learned" or little things I learned day by day.
Right click jFrame -> Properties -> Events -> windowOpened -> … -> add a handler called formWindowOpened
In that formWindowOpened method, paste following code.
setExtendedState(JFrame.MAXIMIZED_BOTH);