Create a shortcut for File Explorer, right click it, and select Properties. 
Click the Shortcut tab, and change the text in the Target field so it reads: 

	Explorer.exe /n, /e, c:\myfolder 

Where c:\myfolder is the folder where you want Explorer to start. 
To explore a specific drive, replace c:\myfolder with the drive letter where you want Explorer to start.