Thanks for Help Erik and sorry for delayed reply.
Starting as per the sequence of points suggested, I have tried to perform them on my model.
I have tried point number 1,2,3,4,6,7 and 8. I have done all those things you have mentioned in those points. But the penetration problem is still there...