I found the solution in this blog
I have to add
;Allow User Variables=True
to the connection string:
$connectionstring = "Server=$Server;Port=$port;Database=$DataBase;Uid=$User;Pwd=$Password;allow zero datetime=yes;Allow User Variables=True"
works. I tested it with version 6.3.6.0. of MySql.Data
.