Combustion of fuel is the reaction of fuel with oxygen. Increasing the amount of oxygen ( O2 concentration) in the engine allows more fuel to be combusted in the engine at once. Since more fuel is burnt, more usable energy is produced creating more expansion of gases within the cylinders of the engine (the basis of the internal combustion engine). This results in more power to the wheels and so, an increase in BHP.