There has been many studies about hedging power prices but most of them are limited to Power Price at hub. This paper studies the Basis Risks in power portfolio more specifically it explain the Basis Risks present in a Power portfolio, the limitations of hedging these risks and develops a framework to hedge the Basis Risk using Principal Component Analysis framework.