Abstract
This article explores the application of smart agricultural machinery in inefficient resource utilization. It covers key areas such as energy efficiency, water resource management, soil conservation and improvement, savings in pesticides and fertilizers, and enhancement of cultivation efficiency. Through technological innovation and application, smart agricultural machinery has effectively increased the efficiency and quality of agricultural production, promoting sustainable development in agriculture.