• I.Varalakshmi
• HARISANKARAN S
• SURYA KUMAR N
• KISHOR S

Many household items, including fans, air conditioners, lights, and other gadgets, are now connected to the Internet to communicate with one another and allow the environment to function more intelligently with fewer human interventions. The smart house features a central management system that manages multiple gadgets to improve communication, security, and energy efficiency, among other things. The main issues with the current approach are high energy costs, a large installation footprint, and low-efficiency levels (accuracy is 75%). By gathering information from multiple sensors, the proposed work improves the security of the automation system using the AES algorithm in a WiFi-enabled milieu. When training a model to identify, categorize, and gather data from the milieu, the SGDClassifier algorithm is used. This methodology's primary goal is to prioritize devices depending on their power efficiency, limit CPU usage using the Varak protocol and use a separate network for security. This study increases the accuracy of the model to 85 percent while using less energy and having great computational power.

IoT, AES algorithm, SGDClassifier, protocol.

"INTELLIGENT ENERGY EFFICIENCY SYSTEM USING GRADIENT DESCENT ALGORITHM IN IOT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 1, page no.f546-f551, January-2023, Available :http://www.jetir.org/papers/JETIR2301572.pdf

"INTELLIGENT ENERGY EFFICIENCY SYSTEM USING GRADIENT DESCENT ALGORITHM IN IOT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 1, page no. ppf546-f551, January-2023, Available at : http://www.jetir.org/papers/JETIR2301572.pdf