Research on Monitoring the Operation Status of Mechatronics Equipment Based on Wireless Communication
With the acceleration of industrialization,the reliable operation of electromechanical integration equipment is very important to production efficiency.In this paper,a method of monitoring the operation state of mechatronics equipment based on wireless communication is proposed.The data is collected by wireless sensor network,and transmitted wirelessly by ZigBee technology.The state diagnosis and analysis are carried out by combining Support Vector Machine(SVM)and Long Short-Term Memory network(LSTM)algorithms.The experimental results show that compared with the traditional wired monitoring method,this method has obvious advantages in data transmission reliability,real-time monitoring and fault diagnosis accuracy,which provides a new solution for improving the operation reliability and maintenance efficiency of electromechanical integration equipment.
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