The invention discloses a power conversion control method of a household
energy storage system and a magnetic component, and the method comprises the steps: collecting an input
voltage range, an output
power demand and a frequency range according to the working characteristics of the
system, selecting a nanocrystalline
magnetic core material, and designing a multi-layer distributed winding structure to construct the magnetic component; acquiring operation
monitoring data through a multi-dimensional
data acquisition network, and generating a working condition description set through
feature extraction and classification identification; a multi-target optimization model is constructed through
bottleneck point identification and capacity
estimation, and a
power optimization distribution scheme is generated; then a control
strategy selection space is constructed, an adaptive decision engine is operated, a PWM control strategy is selected, multiple PWM generation algorithms are realized, parameters are adjusted in real time, and a
control signal is output; and finally, realizing
system security monitoring and self-adaptive protection response through
differential privacy protection
processing and an
anomaly detection model. According to the invention, the adaptability of the system in a wide
voltage input range can be improved, and the loss of
magnetic components under different load conditions is reduced.