Introduction: In light of recent advancements in the modern world. multivariate-multistage quality control patterns are increasingly recognized as vital and indispensable in manufacturing industries. This study delves into the significance and necessity of multivariate-multistage quality control in manufacturing. specifically focusing on motor oil production. https://foldlyers.shop/product-category/diodes/