I am currently solving heat conduction equation using FEM. But I am finding difficulties when I am solving it for semi infinite boundaries. Help me and suggest me important books for it.
I assume you are using some commercial FEA code. If so, check the manual, many good ones have "infinite elements" as well. Also consider if you can reformulate the problem and use Boundary Conditions or some film/radiation coefficient or something to make your life easier.