A private blockchain is an invitation-only blockchain network (permissioned ledger). Private blockchains are not decentralized because there are clear owners of the network who grant permission for others to join. Private blockchains are also able to utilize more efficient and scalable operating processes (protocols) like Proof of Authority.
Private blockchains are more appealing to organizations who want to utilize blockchain technology without making their data publicly accessible.