The Conservative leader also outlined plans for department headquarters to publish their energy use online.
A steering group, chaired by Energy and Climate Change Secretary Chris Huhne, will be established to help meet the 10% target.
It is set to include representatives from key departments, as well as the private sector.
Cameron oversees a coalition government between the Tories and the Liberal Democrats after an election returned a hung parliament earlier this month.
Speaking