The P-SCF series self-cleaning filtration device uses metal wedge wire filter cartridges to directly intercept suspended solids, particles, and other impurities in lithium battery slurry, eliminating frequent disassembly and cleaning, and achieving continuous online filtration to improve the quality of lithium battery slurry.