Just apply a bridge rectifier (without capacitor!) for coil, it will work.
The DC relay contains only the coil on the core, an AC relay contain an additional "loop" on the core. The loop work as "secondary winding" when the supply voltage AC.
The AC relay work fine with 50...60% DC of original voltage.