The invention relates to the technical field of
dust collector control, and discloses a multi-motor cooperative speed regulation and energy efficiency optimization control method and device for a
dust collector, and the method comprises the steps: monitoring the rotating speed, current,
voltage, temperature and other operation parameters of a plurality of motors in real time, and determining the working load state of each motor through a load recognition model. Different cooperative speed regulation strategies are matched according to load states, such as PID control for low loads,
fuzzy logic control for medium loads and
model prediction control for high loads. A dynamic
weight distribution algorithm is used for adjusting the target rotating speed, and an energy efficiency optimization
algorithm is used for optimizing power distribution. Meanwhile, environmental parameters are considered, and
control parameters are optimized through a self-adaptive parameter adjustment model. And the
system also has the functions of adjusting strategies according to load fluctuation and
power consumption, motor priority
ranking during
high load, energy efficiency
algorithm parameter optimization, rotating speed adjustment during filter screen blockage, motor state monitoring and prediction and the like, so that accurate speed regulation and efficient
energy conservation are realized, and the performance and the intelligent level of the
dust collector are improved.