This is how to move the Exchange Catalog files to a different drive :
Open the exchange management shell and execute the following command
Stop the Microsoft Exchange Search Indexer service
You can move your old files to the new directory, in my case the files were in the following dir :
The files will be in the parent directory were the Exchange Mailbox database are also located.
Now start the Microsoft Exchange Search Indexer service and execute the following command :