Yes, most manufacturers recommend that you turn off your solar panel system before cleaning it. This is less to protect the panels and more to eliminate the risk that you might be electrocuted.
You can find instructions on how to turn off your solar panel system in the manual you should have received from your installer. This will also include instructions on how to turn it back on.