Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...

Sales orders, purchases, inventory movements and returns should post directly into the general ledger and subledgers. This setup cuts manual reconciliation and supports better margin analysis by style ...