to design an energy-efficient routing protocol that balances power consumption, reliability, and network lifetime. It aims to integrate adaptive power control with energy prediction to optimize routing decisions under dynamic network conditions. Furthermore, the objective is to enhance data delivery, reduce energy wastage, and ensure sustainable performance in wireless sensor networks