This work proposes a new strategy regarding simulation of fine grid models under natural depletion. Drainage Volume associated with each well is calculated using Fast Marching Method. Fast Marching Method is extremely fast and significantly reduces computational cost. The methodology is tested for both synthetic and field cases.