I did my polytechnic in electrical engineering in 2015. Can I take direct admission in 3rd semester B.Tech in 2018?

It is tough to say, yes. You will have to apply for lateral entry first. Either through state examination or colleges own exams. See, if they allow gap after Diploma. I would suggest reading the notification properly and then applying after confirming. Most boards don't allow for gaps in education u