The application relates to the technical field of intelligent battery management, and discloses an intelligent battery
hybrid parallel access
system and a control method. The method divides a
battery pack into a basic
energy storage unit and a dynamic adjustment unit, constructs a
hybrid parallel
access network based on a hierarchical interaction architecture, collects unit
voltage, loop current and temperature field distribution data through a multi-dimensional sensing module, extracts features and fuses weights by using a
time sequence correlation processor, inputs a state decision module to adjust an access mode, and executes
mode switching by a double-path instruction parser. Meanwhile, real-
time data and reference parameters are compared through a hierarchical evaluation mechanism, an operation deviation is determined, an adjustment
signal is transmitted through a feedback channel after the operation deviation is determined, and an operation
record is generated, and the response speed of the adjustment
signal is positively correlated with the deviation. The method comprises a
hybrid architecture construction module, a multi-
source data processing module and an operation deviation feedback module. The application realizes efficient management and accurate control of the
battery pack, and improves the flexibility, stability and safety of the
system.