The invention discloses an alternating-current adapter intelligent ordered
control algorithm and device with real-time state sensing, and belongs to the technical field of adapter control, and the
algorithm comprises the steps: synchronously collecting multi-source heterogeneous data during the operation of an alternating-current adapter through an electrical sensor, a
mechanical vibration sensor and an environment sensor; adopting a
sparrow algorithm to optimize hyper-parameters of the
Gaussian process regression model, constructing a real-time state evaluation model, inputting multi-source heterogeneous data, and outputting adapter health scores; identifying the type of an access load based on an equipment
fingerprint database, and generating a dynamic power supply priority sequence in combination with the
health score, the real-time
electricity price
signal and the load battery state; and distributing output power according to a priority sequence, and sending a scheduling instruction to an
execution unit through a 60GHz
millimeter wave link. Through synchronous acquisition of electrical, mechanical and environmental sensors and a
sparrow algorithm optimization model, in combination with equipment
fingerprint dynamic scheduling and
millimeter wave instructions, the problem of single-dimension misjudgment is solved, and the overload risk is reduced.