Robust pressure control of electric injection molding machine using automatic parameter switching reaction force observer

The force control system of a typical injection molding machine obtains force information from the machine's environment via a force sensor. However, because of Force sensors often have disadvantages such as signal noise, high cost, and a narrow bandwidth, a reaction force observer was developed for electric injection molding machines. This method has a steady-state error owing to the influence of nonlinear friction. We realized sensorless force feedback control based on a friction compensation element, dither signal inserting method, and high order reaction force observer (HORFO). The HORFO does not influence either the inserted dither signal or the nonlinear friction phenomenon. However, as the desired parameters of the HORFO cannot be fixed at each driving point, the sensorless force feedback control method cannot always be used for fine pressure control. To overcome this problem, we propose new sensorless force control system based on HORFO in this paper. Experimental results confirmed the robustness of the proposed sensorless force control system.

[1]  Chang-Ming Liaw,et al.  Dynamic Control and Diagnostic Friction Estimation for an SPMSM-Driven Satellite Reaction Wheel , 2011, IEEE Transactions on Industrial Electronics.

[2]  Kok Kiong Tan,et al.  Intelligent Friction Modeling and Compensation Using Neural Network Approximations , 2012, IEEE Transactions on Industrial Electronics.

[3]  Kiyoshi Ohishi,et al.  Wideband Force Control by Position-Acceleration Integrated Disturbance Observer , 2008, IEEE Transactions on Industrial Electronics.

[4]  Kiyoshi Ohishi,et al.  Control of Interaction Force of Twin Direct-Drive Motor System Using Variable Wire Rope Tension With Multisensor Integration , 2012, IEEE Transactions on Industrial Electronics.

[5]  Kiyoshi Ohishi,et al.  High performance sensor-less injection force control considering friction phenomenon , 2010, 2010 11th IEEE International Workshop on Advanced Motion Control (AMC).

[6]  Kouhei Ohnishi,et al.  Frequency-Domain Damping Design for Time-Delayed Bilateral Teleoperation System Based on Modal Space Analysis , 2013, IEEE Transactions on Industrial Electronics.

[7]  J.-W. John Cheng,et al.  A High-Gain Observer for a Class of Cascade-Feedback-Connected Nonlinear Systems With Application to Injection Molding , 2010, IEEE/ASME Transactions on Mechatronics.

[8]  Toshiyuki Murakami,et al.  Torque sensorless control in multidegree-of-freedom manipulator , 1993, IEEE Trans. Ind. Electron..

[9]  Kok-Meng Lee,et al.  High-Acceleration Precision Point-to-Point Motion Control With Look-Ahead Properties , 2011, IEEE Transactions on Industrial Electronics.

[10]  K. Ohishi,et al.  Actuators for Motion Control: Fine Actuator Force Control for Electric Injection Molding Machines , 2012, IEEE Industrial Electronics Magazine.

[11]  Kiyoshi Ohishi,et al.  High-Performance Inverter Based on Shaft Acceleration Torque for AC Drives , 2013, IEEE Transactions on Industrial Electronics.

[12]  Toshiyuki Murakami,et al.  Power-Assist Control of Pushing Task by Repulsive Compliance Control in Electric Wheelchair , 2012, IEEE Transactions on Industrial Electronics.

[13]  Kiyoshi Ohishi,et al.  High-performance sensorless injection force control based on nonlinear friction phenomenon , 2010, IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society.

[14]  Kiyoshi Ohishi,et al.  Estimation of Action/Reaction Forces for the Bilateral Control Using Kalman Filter , 2012, IEEE Transactions on Industrial Electronics.

[15]  Ryojun Ikeura,et al.  Design and Control of a Power Assist System for Lifting Objects Based on Human Operator's Weight Perception and Load Force Characteristics , 2011, IEEE Transactions on Industrial Electronics.

[16]  Kiyoshi Ohishi,et al.  Sensorless Force Control for Injection Molding Machine Using Reaction Torque Observer Considering Torsion Phenomenon , 2009, IEEE Transactions on Industrial Electronics.

[17]  Juan I. Yuz,et al.  Predictive Speed Control of a Two-Mass System Driven by a Permanent Magnet Synchronous Motor , 2012, IEEE Transactions on Industrial Electronics.