Try gripe water. We had a simlar problem with our daughter around that age and gripe water seemed to help along with a combination of belly massage (massage downward) and bringing her knees towards her body. She still cried during the process, but in a short time she was able to calm down with cuddles and go to sleep.
Good luck and hang in there. It will get better.