The concept of enhanced energy efficiency emerged from decades of research into power management. Early experiments focused on basic automation in manufacturing plants. Over time, developers incorporated wireless communication to enable remote monitoring.
By the mid-2010s, integration with artificial intelligence marked a turning point. Systems could now predict failures before they occurred and suggest maintenance schedules. This evolution turned static equipment into responsive networks capable of adapting to changing conditions.