This invention discloses a multi-power adaptive fusion output method and
system, relating to the fields of
automation control and power machinery. It addresses the problems of traditional multi-power systems with fixed ratios, single adjustment dimensions, insufficient adaptive capability, low control precision, and susceptibility to vibration
instability under complex working conditions. The method is based on three-level
dynamic coupling and feedback iteration of
hardness-direction-vibration. It involves five steps:
environmental perception, basic weight calculation, initial
power ratio synthesis, feedback iterative optimization, stable output, and memory. It dynamically adjusts the output ratio of the dual power devices using S-shaped response curves, sinusoidal
coupling terms, and hyperbolic tangent
smoothing iterative algorithms. The
system consists of a
perception module and a state monitoring module, a control core and an adaptive
database, and dual-power execution modules connected by connecting cables. This invention achieves refined power matching, improves
system adaptability and robustness, possesses self-learning capability under working conditions, significantly improves operational efficiency, and is suitable for complex operational scenarios such as tunnel dredging.