Automatic Control System for Working State of Mechanical and Electrical E-quipment Under Unbalanced Datasets
In order to improve the control effect of the system,the automatic control system of the working state of the electromechanical equipment under the unbalanced data set is designed.Build the framework of electromechanical equipment working status automatic control system,transfer it to the control layer using the CAN bus network,the data processing module calls SMOTE algorithm to reconstruct the obtained electromechanical equipment working sta-tus data,the control module CAN controller according to the circuit switch state to achieve the electromechanical e-quipment state conversion,PID control algorithm and artificial intelligence technology are adopted to realize the auto-matic control of mechanical and electrical equipment.The experimental results show that the system can realize the automatic control of the working state of the electromechanical equipment,the control time is short,the running cur-rent curve of the controlled electromechanical equipment is basically consistent with the normal working condition,and the control error is between(0.01,0.02).
data imbalancemechanical and electrical equipmentstate controlCAN busPID controlartificial intelli-gence
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