The embodiment of the invention provides a manufacturing method of a non-
circular section core hot partition
potting film capacitor, and the method comprises the steps: determining the
dielectric film thickness of a metallized film, the
sheet resistance of a metallized
electrode, and a winding tension window according to the obtained working condition of the
capacitor; performing multi-layer continuous winding on the metalized film along the radial direction of the mandrel of the non-circular structure to obtain an initial
capacitor core with a non-circular cross section; performing
metal paint spraying and crimping treatment on the initial
capacitor core with the non-circular cross section to form an end face
electrode, completing fixation of a leading-out terminal, and obtaining a capacitor core led out by the end face
electrode; based on the capacitor core, obtaining core non-circular cross section geometric characteristic parameters, the number of
layers of a metallized film and a target working frequency; and carrying out hot
zoning through presetting a hot
zoning intelligent discrimination neural
network model, and determining an encapsulation material
zoning distribution scheme, thereby carrying out zoning pouring and radial heat dissipation path construction, and obtaining a final capacitor. According to the scheme, the
heat management efficiency can be improved.