halacha - Does saying "I promise..." constitute any halachic obligation?

If someone verbalizes to himself something like "I promise not to drink Coke for a year" and his intention is to create a prohibition for himself, what does the halacha have to say about this case?

Is it prohibited for him to now drink Coke for a year? Why?