In-mold Melt Front Rate Control Using a Capacitive Transducer in Injection Molding
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F. Zhou
Abstract
In the filling phase of injection molding process, melt-front rate plays a particularly important role in determining the part quality. Prior researches recommend a constant melt-front rate for this phase. A measurement device based on a capacitor principle has been developed. It has been shown that this sensor is effective to measure online and continuously melt-front position in mold cavity. Based on this sensor, this work develops and tests closed-loop control system of direct in-mold melt-front rate control. Several advanced control algorithms, Generalized Predictive Control (GPC), Iterative Learning Control (ILC), and Generalized 2D Model Predictive Iterative Learning Control (2D-GPILC), are designed, implemented, and tested with different mold inserts. The results show that 2D-GPILC, a combination scheme of feedback and iterative learning scheme, gives the best control results.
References
Arimoto, S., et al., “Bettering Operation of Robots by Learning”, J. Robot. Syst., 1, 123–140(1984)10.1002/rob.4620010203Search in Google Scholar
Arimoto, S., “Mathematical Theory of Learning with Application to Robot Control”, Proceeding of Forth Yale Workshop on Applications of Adaptive Systems Theory, 379–388 (1985)10.1007/978-1-4757-1895-9_27Search in Google Scholar
Boldizer, A., et al., “Influence of Mold Filling Rate and Gate Geometry on the Modulus of High Pressure Injection-molded Polyethylene”, J. Appl. Polym. Sci., 39, 63–71(1990)10.1002/app.1990.070390106Search in Google Scholar
Chen, X., et al., “Capacitive Transducer for In-mold Monitoring of Injection Molding”, Polym. Eng. Sci., 44, 1571–1578(2004a)10.1002/pen.20154Search in Google Scholar
Chen, X., et al., “A Soft-sensor Development for Melt-flow-length Measurement during Injection Mold Filling”, Mater. Sci. Eng. A, 384, 245–254(2004b)10.1016/S0921-5093(04)00867-6Search in Google Scholar
Chen, X., Gao, F., “Profiling of Injection Velocity for Uniform Mold Filling”, Adv. Poly. Technol., 25, 13–21(2006)10.1002/adv.20054Search in Google Scholar
Chiu, C. P., et al., “Dynamic Modeling of Mold Filling Process in an Injection Molding Machine”, Polym. Eng. Sci., 31, 1417–1425(1991)10.1002/pen.760311908Search in Google Scholar
Clarke, D. W., et al., “Generalized Predictive Control – Part I. The Basic Algorithm”, Automatica, 23, 137–148(1987)10.1016/0005-1098(87)90087-2Search in Google Scholar
Cox, H. W., Mentzer, C. C., “Injection Molding: The Effect of Fill Time on Properties”, Polym. Eng. Sci., 26, 488–498(1986)10.1002/pen.760260707Search in Google Scholar
Fritch, L. W., “ABS Cavity Flow-surface Orientation and Appearance Phenomena Related to the Melt Front”, SPE ANTEC Tech. Paper, 21, 15–18(1979)Search in Google Scholar
Fung, K. T., et al., “Part Weight Prediction Using Capacitive Transducer in Injection Molding”, SPE ANTEC Tech. Paper, 2, 388–392(2005)Search in Google Scholar
Fung, K. T., et al., “Application of a Capacitive Transducer for Online Part Weight Prediction and Fault Detection in Injection Molding”, Polym. Eng. Sci., 47, 347–353(2007)10.1002/pen.20700Search in Google Scholar
Hunkar, D. B., “The Interdependence of Part Parameters on Process Control Adjustable Function in Injection Molding of Thermoplastics”, SPE ANTEC Tech. Paper, 21, 161–164(1975)Search in Google Scholar
Kaczorek, T.: Two-Dimensional Linear System, Springer, Berlin,(1985)Search in Google Scholar
Rosato, D. V.: Injection Molding Handbook, Chapman & Hall, New York(1995)Search in Google Scholar
Sakamoto, Y.: Akaike Information Criterion Statistics, D. Reidel Publishing Company, Tokyo(1987)Search in Google Scholar
Shi, J., et al., “Single-cycle and Multi-cycle Generalized 2D Model Predictive Iterative Learning Control (2D-GPILC) Schemes for Batch Processes”, J. Process Control, 17, 715–727(2007)10.1016/j.jprocont.2007.02.002Search in Google Scholar
Turng, L. S., et al., “Optimization Strategies for Injection Molding”, SPE ANTEC Tech. Paper, 41, 668–672(1995)Search in Google Scholar
© 2009, Carl Hanser Verlag, Munich
Articles in the same Issue
- Contents
- Contents
- Regular Contributed Articles
- Investigation of the Thickening Efficiency of HEUR on the Behavior of Two Different Latex Types
- Optimization of the Thickness of PET Bottles during Stretch Blow Molding by Using a Mesh-free (Numerical) Method
- An Experimental Setup to Measure the Transient Temperature Profiles in Water Assisted Injection Molding
- Experimental Investigation and Flow Modeling of Slippage Induced by Additives in Polyolefins in a Modular Co-rotating Twin Screw Extruder
- In-mold Melt Front Rate Control Using a Capacitive Transducer in Injection Molding
- Structural and Rheological Properties as a Function of Mixing Energy for Polymer/Layered Silicate Nanocomposites
- Study on Kneading and Molding of PP/TiO2 Nanocomposite
- Sustainable Biocomposites from Rice Flour and Sisal Fiber: Effect of Fiber Loading, Length and Alkali Treatment
- On-line Measurement Studies on Orientation Development and Characteristic Short-Period Diameter Fluctuation in High Speed In-line Drawing of Poly(ethylene terephthalate) Fiber
- Micro Replication by Injection-Compression Molding
- Utilizing Processing Parameters for Evaluating Polymer Viscosity during Plastication in Injection Molding
- PPS-News
- PPS News
- Seikei Kakou Abstracts
- Seikei-Kakou Abstracts
Articles in the same Issue
- Contents
- Contents
- Regular Contributed Articles
- Investigation of the Thickening Efficiency of HEUR on the Behavior of Two Different Latex Types
- Optimization of the Thickness of PET Bottles during Stretch Blow Molding by Using a Mesh-free (Numerical) Method
- An Experimental Setup to Measure the Transient Temperature Profiles in Water Assisted Injection Molding
- Experimental Investigation and Flow Modeling of Slippage Induced by Additives in Polyolefins in a Modular Co-rotating Twin Screw Extruder
- In-mold Melt Front Rate Control Using a Capacitive Transducer in Injection Molding
- Structural and Rheological Properties as a Function of Mixing Energy for Polymer/Layered Silicate Nanocomposites
- Study on Kneading and Molding of PP/TiO2 Nanocomposite
- Sustainable Biocomposites from Rice Flour and Sisal Fiber: Effect of Fiber Loading, Length and Alkali Treatment
- On-line Measurement Studies on Orientation Development and Characteristic Short-Period Diameter Fluctuation in High Speed In-line Drawing of Poly(ethylene terephthalate) Fiber
- Micro Replication by Injection-Compression Molding
- Utilizing Processing Parameters for Evaluating Polymer Viscosity during Plastication in Injection Molding
- PPS-News
- PPS News
- Seikei Kakou Abstracts
- Seikei-Kakou Abstracts