My clio 15dci want start,

Hello, I have a 04 plate clio 15 dci, sometimes it starts then all of a sudden I leave it for a hour go to start it and it just turns over, but if you give it a little push start, it goes again, I have changed the filter, Iv cleaned the flywheel sensor, I just don't no what it could be, can anybody help,