is it common , we increase key size to 512 Bit in AES Algorithm?
No. It's not even possible, never mind uncommon. If you did, it would have to be a whole new internal construction and no longer able to be called AES. Have a look at the key schedule, especially the diagram on the right hand side. 512 bits won't fit.