轉(zhuǎn)臺控制系統(tǒng)設(shè)計(jì)與實(shí)現(xiàn)及基于神經(jīng)網(wǎng)絡(luò)的參數(shù)優(yōu)化
[Abstract]:With the continuous emergence and improvement of more and more new inertial devices, the accuracy detection and calibration of inertial components also plays an important role in navigation system. As an important part of inertial testing technology, the positioning accuracy, running rate accuracy and stationarity of inertial navigation test turntable also play an important role in the test and calibration of inertial navigation equipment. In this paper, based on the background of single axis gyro test turntable, after deeply analyzing its positioning and rate index requirements, the position and rate control system of turntable based on PC104 is designed, and the design of turntable control system with all digital scheme is realized. At the same time, on this basis, the control algorithm is further analyzed and designed to obtain higher control accuracy. Before designing the control strategy, the controlled object of the turntable should be modeled, and the corresponding model should be established according to the actual running state of the turntable, which lays the foundation for the design and simulation of the next control algorithm. In order to make the turntable take into account the accuracy and obtain faster response speed, the control algorithm is divided into two parts: large deviation and small deviation: the controller with large deviation can approach the target position quickly and smoothly in the running process of the turntable. The key part is the design of small deviation controller. In the debugging process, the two-stage lead lag correction controller is selected. On this basis, the neural network optimization method of PID control parameters is proposed to improve its control performance. Finally, the simulation research is carried out. This paper is based on the actual engineering project as the background. Therefore, the hardware and software design of the system also occupies a key position. Whether the hardware and software design is correct or not is directly related to the control performance of the whole system. The system selects Yanhua embedded motherboard PCM3343-PC104, as the core to design the peripheral angle measurement system, data processing system, signal processing module and communication system. The signal processing module is implemented by EPLD to simplify the circuit. The design of the software mainly includes the design of control system, upper computer control interface and high speed serial communication. The control system realizes 1ms sampling timing control through timing interrupt, and the upper computer control interface and high speed serial communication should be programmed by C and VB at the same time. Finally, the debugging of the system and the data analysis and summary of the final debugging results are completed. Through the analysis of the experimental data obtained from the turntable detection, it is verified that the positioning accuracy, speed accuracy and stability of the system can meet the requirements of users.
【學(xué)位授予單位】:哈爾濱工業(yè)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:TP273;TP183
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