The invention relates to the technical field of water pump control, and provides a
water supply and drainage pump set
assembly and a
digital control system, which realize self-
adaptive control under a complex working condition by fusing multi-
source data such as pressure, flow and temperature, break through the dependence of traditional control on a
single parameter, and improve the response capability of the
control system to water fluctuation and
equipment state change. Based on a long-short-
term memory network trained by historical multi-
source data, a
control system can predict a pressure set value in advance, the pressure set value is solved through a
particle swarm algorithm, and weight fusion is performed according to the predicted pressure set value and the solved pressure set value to generate an adjustment instruction, so that the starting and stopping times of equipment and
mechanical wear are reduced, and the service life of the equipment is prolonged. The maintenance cost is reduced, and water resource waste is avoided through accurate control; and meanwhile, through a redundancy design and a fault-tolerant mechanism, the
control system can still operate stably under the scenes of sensor faults, equipment abnormity and the like.