Are you sure it is Empress and not Emperor? If it's Emperor Conquest, yes it's based on novel. Novel is Di Wang Ye.
Late answer but I'll reply in case you're still looking for it but I think it's based on Hard to Get: Charming Abandoned Empress novel, otherwise also known as Empress's Conquest.