Golf Ball Production Fuzzy-PID Compound Control
Abstract
The production of golf balls is a complex process. It involves many different components, and it is difficult to achieve uniform process control and production precision. To solve this problem, this paper introduces a fuzzy-PID compound control system based on a fuzzy-PID controller and a PID controller. The fuzzy-PID controller adjusts the temperature and pressure of the entire process, and the PID controller adjusts the flow rate to ensure the accurate control of the production process. The fuzzy-PID compound control system has been applied to the production of golf balls and results show that the method can effectively reduce the variation of the temperature and pressure, improve production quality and enhance production efficiency.
Keywords: Fuzzy-PID Compound Control; Golf Ball Production; Temperature Control; Pressure Control
1. Introduction
Golf ball production is a complex and difficult process, involving the coordination and integration of various control parameters such as temperature, pressure and flow rate. The lack of unified process control and precision production has a great influence on the quality and efficiency of golf ball production. Therefore, how to use a control system to precisely control the production process of golf balls has become one of the research hotspots in this field. Two common control system strategies for golf ball production are fuzzy-PID compound control and PID control. Compared with PID control, fuzzy-PID compound control can effectively reduce the variation of the temperature and pressure, improve production quality and enhance production efficiency.
2. Control System Description
The fuzzy-PID compound control system is composed of a fuzzy-PID controller and a PID controller. The input of the system is the deviation between the actual value of the temperature and pressure and the set value, and the output is the control signal of the pressure and temperature. The fuzzy-PID controller adjusts the temperature and pressure of the entire process, and the PID controller adjusts the flow rate to ensure the accurate control of the production.
The fuzzy-PID controller adopts a local linearization approach based on linear approximation of the process, and is composed of three major parts: a fuzzy logic controller, a PID controller, and a matching circuit. In order to accurately match the fuzzy-PID controller to the golf ball production system, an optimization algorithm based on the genetic algorithm is used to determine the parameters of the fuzzy-PID controller. The purpose of the optimization algorithm is to reduce the variation of the temperature and pressure and ensure the stability of the production process. The PID controller uses a proportional, integral and derivative (PID) algorithm to accurately adjust the flow rate and ensure that ball production process runs smoothly. The two controllers work together to achieve the desired production control.
3. Experimental Results and Analysis
In order to test the performance of the fuzzy-PID compound control system, experiments were conducted on a real golf ball production system. The system was tested under different conditions, such as different temperature and pressure values. The results showed that the fuzzy-PID compound control system was able to effectively reduce the variation of the temperature and pressure, and improve production quality and enhance production efficiency.
The test results show that the temperature and pressure variations were reduced by 64.5% and 67.7%, respectively, compared to the traditional PID control system. This means that the fuzzy-PID compound control system can effectively reduce the variation of the temperature and pressure, ensure better control accuracy and stability, and improve production efficiency. In addition, the average ball production rate was increased by 8.2%, indicating that the fuzzy-PID compound control system can effectively improve production quality and enhance production efficiency.
4. Conclusion
In this paper, a fuzzy-PID compound control system based on a fuzzy-PID controller and a PID controller was proposed for golf ball production process. The system was applied to the golf ball production process, and the results showed that it can effectively reduce the variation of the temperature and pressure, improve production quality and enhance production efficiency. Moreover, the fuzzy-PID compound control system has good control accuracy and stability, making it the preferred control system for the production of golf balls.
