A Private Network is:

a side Channel to the Ethereum Main Net which costs less gas to run smart contracts.

an exact clone of the Rinkeby Test-Network which can be started as virtual machine in the Azure Cloud.

a Network running only in a private area, where people cannot join freely and openly.