Components are not visible on Dispatcher author page, but if I view as published the same page all the components are visible.
Do you a bit more description here?
Also do you see rejections in the dispatcher.log?
So you are saying that pages that are cached via Dispatcher are rendering without components? As Feike suggests - post the log file.