Vertical scraper centrifuges constitute a robust technology widely deployed in large-scale industrial settings for the efficient separation of solids from liquids. These centrifuges employ a rotating cylindrical drum, lined with scraping blades, to propel the slurry against the outer wall. Centrifugal force then drives the denser solid particles to