In-situ combustion is a common method to deal with oil spills at sea. In order to speed up the burning rate of oil spills, it is necessary to understand the burning behavior of oil pool fires. In view of the related research work, this paper summarizes the combustion dynamics of pool fire analyzing the combustion characteristics and behavior of multi-pool fire, including the flame merge, fire whirlwind, burning rate, burning time four aspects.