Help! Kernel_task using high percentage of CPU.

Hi guys,
I am using Macbook Pro with Retna. Recently my macbook started to slow down while making loud fan noise. I noticed that Kernel Task was using high percentage of CPU (aroung 600). This is not the first time. Last time I took it to apple store and got fix, but this time I can not do that because my warrenty expired.
I tried to fix it by formating the macbook, but it did not work.
Could anyone help me with this?!?

Do SMC reset. how u do it???????.... well connect the magsafe adapter to the mac, Shutdown the mac. Then Hold ctrl+opt+shift+power button for 6-8 sec. Leave all the keys and have a watch on the Magsafe, the amber should turn Green the moment u leave all the keys indicating a successfull Reset. Then unplug the magsafe wait fro 3 sec plug it again. Start the machine , still the issue is there then finally do a PRAM/NVRAM reset holding cmd+opt+p+r as u start the machine. Machine would chime Twicce on the 3rd chime leave all the keys. Even after this doesnot do good then battery reset is required for which u ll hav to take it to Apple service store.

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