A fluid flow plate assembly, comprising: a first manifold having a fluid inlet for receiving an incoming fluid, the first manifold extending along a first direction and providing a channel for transporting the incoming fluid partially along the first direction, the first manifold having at least one opening formed with respect to at least a portion of a sidewall region of the first manifold, the at least one opening forming at least one distribution outlet of the first manifold, wherein the first manifold releases at least one portion of the incoming fluid as a released fluid through the at least one distribution outlet, the opening of the first manifold corresponding to an angle of 70 to 85 degrees along a circumferential section of a round cross section of the first manifold, the angle being defined with respect to a reference point of 0 degree set at a bottom point and the center point of the round cross section of the first manifold; a second manifold having a fluid outlet for discharging a discharged fluid, the discharged fluid comprising at least one portion of the incoming fluid, the second manifold extending along a second direction and providing a channel for transporting the discharged fluid partially along the second direction, wherein the second manifold receives at least one portion of the discharged fluid through at least one discharged fluid inlet on the second manifold,; at least one fluid flow channel coupled between the first manifold and the second manifold and between at least one of the at least one distribution outlet and at least one of the at least one discharged fluid inlet for distributing at least one portion of the released fluid, the at least one fluid flow channel having multiple channel sections extending in at least two directions and extending substantially along a fluid distribution plane, the at least one portion of the released fluid flowing through the at least one fluid flow channel and to the at least one of the at least one discharged fluid inlet as at least one portion of the discharged fluid, wherein the first direction is substantially parallel with the fluid distribution plane, and the second direction is substantially parallel with the fluid distribution plane. a first manifold having a fluid inlet for receiving an incoming fluid, the first manifold extending along a first direction and providing a channel for transporting the incoming fluid partially along the first direction, the first manifold having at least one opening formed with respect to at least a portion of a sidewall region of the first manifold, the at least one opening forming at least one distribution outlet of the first manifold, wherein the first manifold releases at least one portion of the incoming fluid as a released fluid through the at least one distribution outlet, the opening of the first manifold corresponding to an angle of 70 to 85 degrees along a circumferential section of a round cross section of the first manifold, the angle being defined with respect to a reference point of 0 degree set at a bottom point and the center point of the round cross section of the first manifold; a second manifold having a fluid outlet for discharging a discharged fluid, the discharged fluid comprising at least one portion of the incoming fluid, the second manifold extending along a second direction and providing a channel for transporting the discharged fluid partially along the second direction, wherein the second manifold receives at least one portion of the discharged fluid through at least one discharged fluid inlet on the second manifold,; at least one fluid flow channel coupled between the first manifold and the second manifold and between at least one of the at least one distribution outlet and at least one of the at least one discharged fluid inlet for distributing at least one portion of the released fluid, the at least one fluid flow channel having multiple channel sections extending in at least two directions and extending substantially along a fluid distribution plane, the at least one portion of the released fluid flowing through the at least one fluid flow channel and to the at least one of the at least one discharged fluid inlet as at least one portion of the discharged fluid, wherein the first direction is substantially parallel with the fluid distribution plane, and the second direction is substantially parallel with the fluid distribution plane.