The global transition toward energy-efficient residential and commercial building management systems has elevated climate control technologies from basic convenience gadgets to critical components of modern energy infrastructure. Smart thermostats serve as central neural nodes within connected environments, enabling automated temperature regulation based on occupancy patterns, real-time weather...