Elevator Maintenance Data Analysis and Its Role in Optimization Process
As an indispensable vertical transportation tool in modern cities,elevators are crucial for their daily safe and efficient operation.The efficiency and safety of elevator maintenance directly affect the reliability and service life of elevators.In order to explore the potential application of data analysis in elevator maintenance and evaluate its practical role in optimizing maintenance processes,the article first introduces the current status and challenges of elevator maintenance,and analyzes the limitations of current elevator maintenance methods.Secondly,methods for effectively collecting and processing elevator operation and maintenance data were demonstrated,and possible applicable data analysis methods and corresponding computational models were explored.Finally,the effectiveness of data analysis based maintenance strategies in improving maintenance efficiency,reducing failure rates,and achieving cost savings was introduced,and the potential challenges that data analysis may face in elevator maintenance were elaborated.
elevator maintenancedata analysisoptimization of maintenance processelevator safety
NETL
NSTL
万方数据
