Running two generating sets in parallel is possible if you use a control module, which is usually switched on in case of a very variable consumption. This way, generating sets can, depending on fuel consumption, be connected or disconnected in parallel.
Running in parallel is also interesting upon maintenance of the installation. Instead of shutting down one big generating set for maintenance, we use different smaller and lighter generating sets that are active alternatively.