Was Charlemagne partly able to hold together an empire due to having seen the Merovingians be overthrown?

Did the history of the Carolingian overthrow of the Merovingian dynasty still echo in the mind of Charlemagne, making him less likely to make the same mistakes again, and therefore be better ruler? Or did his lack of planning for after his death doom the Empire to be divided?