Analysis of the Application of Artificial Intelligence Technology in the Field of Mechanical Maintenance
This article explores the potential of Artificial Intelligence(AI)technology in addressing the complexity and efficiency issues of mechanical maintenance.Firstly,the current situation and challenges of mechanical mainte-nance are outlined,and the research background and objectives are clarified.Furthermore,the basic elements of me-chanical maintenance technology are analyzed in depth,providing a theoretical basis for the subsequent application of AI.The practical applications of AI,especially Machine Learning,Deep Learning,and Robot technology in fault diagnosis,preventive maintenance,maintenance decision support,and maintenance process automation are further elaborated.These technologies have significantly improved the accuracy and speed of mechanical maintenance through big data analysis,pattern recognition,and intelligent decision-making,reducing maintenance costs and downtime.