Introduction: ARM-dependent one board desktops with 1TOPS NPUs and wide protocol assist permit rugged, scalable AIoT remedies for industrial automation, enhancing efficiency and minimizing downtime. In these days’s landscape, in which speedy electronic transformation fulfills the complexity of industrial operations, picking out the proper comput