A Survey of Smart Automation Systems for Energy Optimization and Occupancy Detection

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A Survey of Smart Automation Systems for Energy Optimization and Occupancy Detection

Dr. Smitha Suresh1, Aswin Krishna T S2, Anson Mathai2, Devanand C S2

1Prof. and HOD of CSE, Sree Narayana Gurukulam College of Engineering, Kadayirupu, Kolenchery, Kerala, India

24th Year CSE Student, Sree Narayana Gurukulam College of Engineering, Kadayirupu, Kolenchery, Kerala, India

Abstract—This paper explores the development of an intelli- gent energy management system, which leverages machine learn- ing and computer vision to detect occupancy and optimize energy usage in real time. The literature review examines methods for human presence detection and energy control, focusing on accuracy, scalability, and real-world application. The findings provide a basis for future implementation of smart energy systems in modern buildings.

Index Terms—Machine Learning, Energy Management, Com- puter Vision, Occupancy Detection.

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