Optimization of process parameters of orthogonal experimental design 1. Related introduction orthogonal experimental design method is also called Taguchi method, an experimental design method developed and researched by Dr. Taniguchi of Japan. According to the principle of statistics, using 'orthogonal table' to scientifically arrange design experiments on multi-factor level.
Before this, there are many factors to be considered in the actual production test. If a comprehensive test is carried out at all levels of each factor, the number of tests to be done is very large.
Its biggest advantage is to select a part of representative factor level combination in the comprehensive test to do the test, and then optimize all the test factors through the method of variance analysis, which can greatly reduce the number of tests, help researchers find the best parameter combination with the least number of tests and analyze the influence degree of each test factor on the test Index.
The difficulty of the test and the cost and time of the test are reduced, and the work efficiency is improved.
The steps are as follows: 1. Analyze the experiment and determine the purpose of the experiment, I . e. determine the experimental index 2. Determine the experimental factors and levels 3. Select the orthogonal table, carry out the design of the meter 4. Formulate the experimental scheme 5. Carry out the experiment and make statistical analysis 2. The design of the orthogonal experiment first determines the experimental index. In the process after the actual mold test, the warping deformation of the wind-sweeping connecting rod exceeds the size specified by the customer, which affects the assembly performance of the wind-sweeping connecting rod. Therefore, the warping deformation is selected as the optimization target.
In the injection process of precision injection mold, because the material, injection molding machine, mold structure, product structure, etc. have been fixed, but the setting of process parameters can be changed and optimized, combined with previous molding experience, this experiment selects five parameters that have great influence on deformation as experimental factors, the six process parameters of mold temperature, melt temperature, injection time, holding pressure, holding time and cooling time are taken as test factors, they are abbreviated as A, B, C, D, E, F respectively, and assume that there is no interaction between these factors.
In the process of optimizing process parameters, the value range of test factors is very important.
Only when the value is appropriate can the search speed of parameter selection be improved and the optimal parameter combination be found.
The value range of the above five test factors can be determined according to the recommended value of Moldflow software. The specific value analysis is as follows: figure 1 factor level table Figure 2 gating system choose the function of analyzing sequence 'filling and maintaining pressure warpage' in Moldflow software to simulate the warpage deformation amount under 25 groups of different injection molding process parameter combinations in the orthogonal table, the simulation results of each molding quality index are shown in Fig. 3.
Fig. 3 orthogonal experimental results based on the weighted comprehensive scoring method, the volume shrinkage, warping deformation and shrinkage depth are comprehensively evaluated, the combination of process parameters is 75 ℃ for mold, 190 ℃ for melt, 65Mpa for holding pressure, 4s for holding time and 2 for injection.
When the cooling time is 7s and 24 s, the comprehensive quality of the products of the precision injection mold is the best.
Third, conclusion Moldflow is used to analyze the injection molding process, and orthogonal experimental design is used to adjust the best process parameter design, thus solving the problem.
The experience of this kind of precision injection mold is also summarized, which reflects the necessity of finding a solution based on the actual production and Moldflow analysis results. It should be imported into Moldflow system for analysis at the initial stage of part structure design, prevent problems before they occur, and effectively resolve potential problems in the design stage;
Realize the goal from 'CAE verification design' to 'CAE driven design.
Good quality benefits from our company's continuous breakthrough and innovation in technology!
NJPE 'takes exceeding customers' expectations as its business objective and strives to create a world-class mold enterprise '.
If you want to know more about us, you can click on the online customer service consultation on the right or call NJPE hotline :!
Enter the official website of NJPE precision mold https://www .
njprecisionengineering. Com/learn more.
Optimization and improvement of welding line for lamp reflector based on Moldflow
I am Cindy Fan,you please kindly send your inquriy to firstname.lastname@example.org ,I will send you quotation with 2 hours, or contact me at Skype Cindy-fan, Wechat 86-13813884518, and Whatsapp 86-13813884518,thank you!
Hello, please leave your name and email here before chat online so that we won't miss your message and contact you smoothly.