I used to use a Keyboard Maestro action to open my Time Machine System Preference but with some OS upgrade it stopped working properly. It would open the General section but not specifically Time Machine.

Screenshot of the macro.

Yesterday I finally solved this via bvanpeski/SystemPreferences · GitHub:

Execute shell script: open x-apple.systempreferences:com.apple.Time-Machine-Settings.extension.

Hooray!