Plot issue

My biggest issue with my current original work is that I know the start, and I know how I want it to end, but I have no clue what will actually happen throughout the book. I have a vague idea for the overarching plot, but not how to bring the characters from point a to point b. Has anyone experienced this? Any tips on how to come up with mid-book scenes?