This invention relates to the field of micro-power generation technology, and more particularly to an integrated micro permanent
magnet direct-drive generator. The generator includes: a duct housing, a
turbine, a permanent
magnet power generation unit, a flow
field monitoring module, and a
control unit. This invention designs the inner wall of the duct as a composite curved surface with a specific
helical waveform and axial contraction, precisely matching its key shape parameters with the aerodynamic design point of the
turbine. This allows the
airflow to be accelerated by the
Venturi effect as it passes through the duct, and further endowed with tangential
momentum consistent with the
turbine's rotation direction by a controllable
helical bulge structure. Simultaneously, based on real-time monitoring of the outlet swirl intensity and load closed-
loop control, the optimal aerodynamic matching state is dynamically maintained. Furthermore, monitoring of characteristic pressure distribution enables early warning of duct performance degradation, effectively solving the problem of reduced power generation efficiency caused by mutual interference of airflows due to the use of multiple parallel independent flow guiding mechanisms.