The Study of Data-driven Automatic Operation Experimental System for Hardware-in-the-loop Simulation of Aerocraft Control System

The complexity of industrial process brings some problems such as modeling difficulty to traditional monitoring process methods. Aiming at the requirement of automatic operation and safety monitoring of hardware-in-the-loop simulation experiment of aircraft control system, a data-driven automatic operation experiment system is designed and implemented. The data-driven automatic operation experiment system includes temperature measuring safety monitoring module and whole process power supply program control module, using multivariate statistical monitoring method in order to realize the monitoring of process data with high adaptability. Real-time temperature information is collected and uploaded in the complexity of process. According to the experiment flow, each power supply and management computer is controlled to realize the remote automatic control of power supply. The experiment results show that the system can upload and collect temperature data quickly, automatically complete the experiment according to the experiment procedure, and has good real-time performance and high degree of automation.