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- W4384518372 abstract "With the continuous progress of our society, China's machinery manufacturing industry is also developing rapidly, and the numerical control system is becoming increasingly complex. The remote control of numerical control system is one of the main research contents of developing intelligent manufacturing equipment. As the standard genetic algorithm is prone to premature convergence, this paper puts forward the remote control function of CNC system based on the improved genetic algorithm. Taking Huazhong 8 CNC system as an example, it introduces the method of realizing the remote control function of HNC-808M CNC system based on the improved genetic algorithm by using MFC, static link library and other programming technologies. This method can automatically change the crossover probability and mutation probability with the fitness value, which can ensure the convergence of the algorithm and the diversity of the population. The method is applied to the numerical control servo system, and the control effect is good. Finally, the dynamic response performance of the numerical control system adjusted by the Ziegler-Nichols algorithm and the improved genetic algorithm is compared and analyzed. The simulation results show that the improved genetic algorithm is superior, can achieve better control effect, and has strong practicability." @default.
- W4384518372 created "2023-07-18" @default.
- W4384518372 creator A5019409556 @default.
- W4384518372 date "2023-05-26" @default.
- W4384518372 modified "2023-09-26" @default.
- W4384518372 title "Realization of Remote Control Function of Numerical Control System Based on Improved Genetic Algorithm" @default.
- W4384518372 doi "https://doi.org/10.1109/icetci57876.2023.10176940" @default.
- W4384518372 hasPublicationYear "2023" @default.
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