The on-board sensor fault detection and isolation (FDI) system is essential to guarantee the reliability and safety of an aero engine. In this paper. a novel online sequential extreme learning machine with memory principle (MOS-ELM) is proposed for detecting. isolating. https://www.flyingscolorsbabys.shop/product-category/collections/