A review of water injection applied on the internal combustion engine

•A comprehensive review of water injection applied on the internal combustion engine was conducted.•Different implementations of water injection were introduced and compared.•Mechanisms of the in-cylinder combustion process with water addition were discussed.•Comparisons and combinations of water injection with other techniques were summarized.