JP5302437B1 - Control device for injection molding machine having function of adjusting pressure control parameter - Google Patents

Abstract

[PROBLEMS] To adjust the pressure control gain appropriately according to the type and characteristics of the resin, and to always obtain an appropriate pressure control response regardless of the control band and regardless of the type and characteristics of the resin. To provide a control device for an injection molding machine having a function of adjusting a pressure control parameter.
Pressure control is executed (SA01), a closed loop frequency characteristic of pressure control is measured (SA02), and it is determined whether or not the closed loop frequency characteristic matches a reference characteristic (SA03). If NO, the pressure control gain and the pressure control filter coefficient are adjusted (SA04), and the process returns to step SA01.
[Selection] Figure 4

Description

  The present invention relates to an injection molding machine, and more particularly to adjustment of pressure control parameters in a pressure control loop of an injection molding machine.

  As pressure control of an injection molding machine, a method is generally known in which a screw is moved back and forth in the axial direction to pressurize a resin as a control target and control the pressure. At this time, it is known that the responsiveness of the resin pressure when the screw is moved forward and backward varies depending on the type and characteristics of the resin. For example, in Patent Document 1, a pressure operation for changing the position of a mechanical load with respect to an object to be pressed is performed without performing pressure control by a pressure control unit, and based on a plurality of data including a position signal and a pressure signal. A technique for identifying an elastic constant of the pressurizing object and calculating a pressure control parameter based on the identified elastic constant is disclosed.

JP 2011-251301 A

However, in Patent Document 1 described in the background art, only a static constant called an elastic constant of an object to be pressed is identified, and the pressure response speed for each control band (frequency) is optimized. There was a problem that it was difficult to calculate the pressure parameter. Therefore, depending on the control band, there is a problem that the gain value is higher than the appropriate value and the pressure control system becomes unstable, or conversely, the gain value is lower than the appropriate value and the pressure control response becomes dull.
In view of the above-mentioned problems of the prior art, the present invention is adjusted to be an appropriate pressure control parameter according to the type and characteristics of the resin, and is appropriate regardless of the control band and the type and characteristics of the resin. An object of the present invention is to provide a control device for an injection molding machine having a function of adjusting a pressure control parameter capable of obtaining a pressure control response.

The invention according to claim 1 of the present application controls an injection molding machine including a pressure detection unit, a position detection unit of the movable unit, and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control. The apparatus includes a frequency characteristic measurement unit that measures a closed loop frequency characteristic of the pressure control unit and a reference frequency characteristic storage unit that stores a reference closed loop frequency characteristic, and the closed loop frequency characteristic of the pressure control loop is determined in the pressure control step. An injection molding machine control apparatus comprising: measuring and adjusting the pressure control parameter so that the measured closed-loop frequency characteristic substantially matches the reference closed-loop frequency characteristic.
According to a second aspect of the present invention, there is provided an injection molding machine control apparatus comprising: a pressure detection unit; a position detection unit of the movable unit; and a pressure control unit that controls the pressure by driving the movable unit based on a pressure control parameter. , Having a frequency characteristic measuring unit for measuring the closed loop frequency characteristic of the pressure control unit, measuring the closed loop frequency characteristic of the pressure control loop in the pressure control step, and the gain margin or phase margin of the measured closed loop frequency characteristic being a reference value The pressure control parameter is adjusted so as to coincide with the control device of the injection molding machine.
According to a third aspect of the present invention, there is provided an injection molding machine control apparatus comprising: a pressure detection unit; a position detection unit of the movable unit; and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control. A response measuring unit that measures at least one of a step response or an impulse response of the pressure control unit, and measures at least one of a step response or an impulse response of a pressure control loop in the pressure control step, and the measurement The pressure control parameter is adjusted so that the settling time of the step response or the impulse response matches the reference value.
According to a fourth aspect of the present invention, there is provided an injection molding machine control apparatus comprising: a pressure detection unit; a position detection unit of the movable unit; and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control. , Having a frequency characteristic measurement unit that measures the open loop frequency characteristic when the resin to be controlled is pressurized, measuring the open loop frequency characteristic of the resin in the position control or pressure control process of the movable part, and measuring The pressure control parameter is adjusted according to the responsiveness of the open loop frequency characteristic.

  According to the present invention, it is possible to provide a control device for an injection molding machine having a function of adjusting a pressure control parameter capable of obtaining an appropriate pressure control response regardless of the control band and regardless of the type and characteristics of the resin. it can.

It is a schematic block diagram of the injection molding machine and the control apparatus which controls this injection molding machine. It is explanatory drawing of the closed-loop frequency characteristic measurement of pressure control. It is explanatory drawing of the open loop frequency characteristic measurement of resin. It is a flowchart explaining the process of Embodiment 1 of this invention. It is a flowchart explaining the process of Embodiment 2 of this invention. It is a flowchart explaining the process of Embodiment 3 of this invention. It is a flowchart explaining the process of Embodiment 4 of this invention.

Hereinafter, embodiments of the present invention will be described with reference to the drawings.
FIG. 1 is a schematic configuration diagram of an injection molding machine and a control device that controls the injection molding machine. A nozzle 2 is attached to the tip of the cylinder 1 into which the screw 3 is inserted, and a hopper 4 for supplying resin pellets to the cylinder 1 is attached to the rear end of the cylinder 1. The screw 3 is driven in the axial direction by a conversion mechanism 8 that converts a rotary motion of the injection servomotor M1, a transmission mechanism 7, and a ball screw / nut, etc., as a drive means for driving the screw 3 in the axial direction thereof, into a linear motion, Injection and back pressure control are performed. The screw 3 is rotationally driven by a servo motor M2 as a rotational driving means for rotating the screw 3 and a transmission mechanism 6 including a belt, a pulley, and the like.

  A position / speed detector Penc1 and a position / speed detector Penc2 for detecting the rotation position / speed are attached to the injection servomotor M1 and the screw rotation servomotor M2, respectively. These position / speed detectors Penc1 and Penc2 can detect the position of the screw 3 (position in the screw axis direction), the moving speed (injection speed), and the rotational speed of the screw 3. In addition, a pressure sensor 5 such as a load cell that detects the pressure in the axial direction of the screw from the molten resin applied to the screw 3 is provided.

  The PMC CPU 17 is connected to a ROM 18 storing a sequence program for controlling the sequence operation of the injection molding machine and a RAM 19 used for temporary storage of calculation data. Connected to the CNC CPU 20 are a ROM 21 that stores an automatic operation program and the like for overall control of the injection molding machine, and a RAM 22 that is used for temporary storage of calculation data.

  The servo CPU 15 is connected to a ROM 13 that stores a control program dedicated to servo control that performs processing of a position loop, a speed loop, and a current loop, and a RAM 14 that is used for temporary storage of data. Furthermore, the servo CPU 15 is connected to a servo amplifier 12 that drives a screw rotation servomotor M2 and a servo amplifier 11 that drives an injection servomotor M1 based on a command from the servo CPU15.

  As described above, the position / speed detectors Penc1 and Penc2 are attached to the servomotors M1 and M2, respectively. Outputs from these position / velocity detectors Penc 1 and Penc 2 are fed back to the servo CPU 15. The servo CPU 15 receives a movement command to each axis (injection servo motor M1 or screw rotation servo motor M2) commanded from the CNC CPU 20, and detection fed back from the position / speed detector Penc1 and position / speed detector Penc2. Based on the position and detection speed, position and speed feedback control is performed, and current feedback control is also executed to drive-control the servo amplifiers 11 and 12.

  Further, a current position register for obtaining the forward position (axial position) of the screw 3 by a position feedback signal from the position / speed detector Penc1 is provided, and the screw position can be detected by the current position register. ing. Further, the servo CPU 15 receives a resin pressure (resin pressure applied to the screw) obtained by converting the detection signal from the pressure sensor 5 into a digital signal by the A / D converter 16.

  An input device 25 with a display device having a display device composed of a liquid crystal display device or the like is connected to a bus 26 via a display circuit 24. Further, a molding data storage RAM 23 composed of a nonvolatile memory is also connected to the bus 26. The molding data storage RAM 23 stores molding conditions relating to injection molding work, various set values, parameters, macro variables, and the like.

  With the above configuration, the PMC CPU 17 controls the sequence operation of the entire injection molding machine, and the CNC CPU 20 controls the servo motors M1 and M2 for each axis based on the operating conditions stored in the ROM 21 and the molding conditions stored in the molding data storage RAM 23. The servo CPU 15 detects the movement command distributed to each axis (the injection servo motor M1 and the screw rotation servo motor M2) and the position / speed detectors Penc1 and Penc2. Based on the position and velocity feedback signals and the like, servo control of position loop control, velocity loop control, and current loop control is performed in the same manner as in the past, and so-called digital servo processing is executed.

  The molding operation process in the injection molding machine is roughly divided into a mold closing process in which the mold is closed and clamped, an injection process in which the screw is advanced to inject molten resin into the mold, and the molten resin is mold. After being filled in, the pressure holding process for controlling the pressure of the resin in the mold, the cooling process for cooling the resin in the mold, and rotating while applying back pressure to the screw to melt the resin, the molten resin There are a measuring process for measuring the mold, a mold opening process for opening the mold, a protruding process (ejecting process) for ejecting the molded product from the mold. In general, as a method for controlling the injection holding pressure of the injection molding machine, the screw position / speed control is performed from the start of injection until the predetermined screw position is reached, and the predetermined screw position (injection holding pressure switching position) is reached. After that, a control method of switching to pressure control and holding pressure is widely adopted.

  Next, according to the present invention, an appropriate pressure control parameter is adjusted according to the type and characteristics of the resin, and an appropriate pressure control response is obtained regardless of the control band and the type and characteristics of the resin. The function of adjusting the pressure control parameter that can be performed will be described.

(About frequency characteristics)
In drive control by pressure control of the movable part, first, frequency characteristics are measured in order to obtain an appropriate pressure control response regardless of the control band and regardless of the type and characteristics of the resin. As frequency characteristics, a closed loop frequency characteristic of pressure control and an open loop frequency characteristic when the resin is pressurized are measured.
The closed loop frequency characteristics of pressure control can be measured by sweeping the frequency while superimposing a sinusoidal disturbance signal on the command value of the pressure control loop to obtain a response to the superimposed disturbance signal, A method is known in which white noise is superimposed on the command value and a response to the superimposed white noise is obtained.
FIG. 2 is an explanatory view of closed-loop frequency characteristic measurement of pressure control. The pressure command is input, the disturbance signal is superimposed on the pressure command, the frequency of the disturbance signal is swept, and the pressure detection value, which is a response to the superimposed disturbance signal, is output as an input / output transfer function, that is, a closed loop for pressure control Frequency characteristics can be obtained.

As a method for measuring the open loop frequency characteristics when the resin is pressurized, the position control loop or pressure control loop is used so that the position of the movable part as an input fluctuates sinusoidally with respect to the resin to be controlled. --Sweep frequency while superimposing a sinusoidal disturbance signal on the command value of the loop, measure the pressure fluctuation as output, and position so that the position of the movable part as input fluctuates like white noise. A method is known in which white noise is superimposed on a command value of a control loop or a pressure control loop, and a change in pressure as an output is measured.
FIG. 3 is an explanatory diagram of the measurement of the open loop frequency characteristics of the resin. The screw position is input, the disturbance signal frequency is superimposed on the pressure command, the frequency of the disturbance signal is swept, and the pressure detection value, which is the response to fluctuations in the screw position, is output, and the input / output transfer function, that is, the resin is pressurized. The open-loop frequency characteristic at the time can be obtained. In the above description, the screw position is changed during pressure control and the open loop frequency characteristics of the resin are measured. However, the screw position is changed during position control and the open loop frequency characteristics of the resin are measured. May be.

(About the types of moving parts)
In the present invention, the movable part may be a screw forward / rearward movement shaft that performs pressure control by a forward / backward movement of the screw, or may be an ejector shaft that performs pressure control of the mold cavity by the operation of the ejector core. A mold opening / closing shaft that performs pressure control of the mold cavity by the compression operation of the mold plate may be used.

(About pressure control process and position control process)
A pressure control process or a position control process for measuring frequency characteristics will be described. When the movable part is a forward / reverse shaft of the screw, the pressure control process may be a process such as holding pressure or metering during the molding cycle, or may be during a purge operation with pressure control. The position control process may be a process such as injection or decompression during a molding cycle, or may be during a purge operation with screw position control. Further, when the movable part is an ejector shaft, the pressure control step or the position control step may be an ejector compression step during the molding cycle. In the case where the movable part is a mold opening / closing shaft, the pressure control process or the position control process may be a mold platen compression process during a molding cycle. Further, in the case where the movable portion is any of the screw forward / backward moving shaft, the ejector shaft, and the mold opening / closing shaft, a frequency characteristic measuring step may be provided between the molding cycles as the pressure control step or the position control step.

Hereinafter, each embodiment of the present invention will be described.
<Embodiment 1>
In the pressure control step, the closed loop frequency characteristic of the pressure control loop is measured, and the pressure control parameter is adjusted so that the closed loop frequency characteristic substantially matches the reference closed loop frequency characteristic. As the reference closed-loop frequency characteristic, the closed-loop frequency characteristic when a resin having a standard response is molded in advance is stored.
The pressure control parameters are proportional gain, integral gain, differential gain of the pressure control loop, cutoff frequency in the low pass filter of the pressure control system, damping coefficient, center frequency, bandwidth, and damping coefficient in the band limiting filter of the pressure control system. At least one shall be included.

  For example, the least square method may be used to determine whether or not the reference closed loop frequency characteristic and the measured closed loop frequency characteristic substantially coincide with each other. Specifically, the mean square deviation between the gain characteristic of the reference closed-loop frequency characteristic and the measured gain characteristic of the closed-loop frequency characteristic is calculated, and whether the mean square deviation substantially matches based on whether the mean square deviation is smaller than a predetermined value. It may be determined whether or not the pressure control parameter is adjusted so that the mean square deviation is minimized.

  For example, when the response of the closed loop frequency characteristic measured with respect to the reference closed loop frequency characteristic is low, the proportional gain, integral gain, and differential gain of the pressure control loop are adjusted so that the response is high. If the response of the closed-loop frequency characteristic measured with respect to the reference closed-loop frequency characteristic is high, the proportional gain, integral gain, and derivative gain of the pressure control loop should be reduced so that the response is low. May be. In addition, if the characteristics do not match due to resonance in a specific band of the closed loop frequency characteristic measured with respect to the reference closed loop frequency characteristic, the cutoff frequency, damping coefficient, pressure control system in the low pass filter of the pressure control system The center frequency, the bandwidth, and the damping coefficient of the band limiting filter may be adjusted to eliminate the characteristic mismatch due to resonance.

<Embodiment 2>
In the pressure control step, the closed loop frequency characteristic of the pressure control loop is measured, and the pressure control parameter is adjusted so that the gain margin or phase margin of the closed loop frequency characteristic matches the reference value. The gain margin or phase margin may be set in advance to an appropriate value for each machine, or may be set by an operator according to the characteristics of the molded product. For example, for molded products that require high responsiveness such as a light guide plate, the gain margin or phase margin may be reduced to increase the pressure control response, or molding such as an optical lens that requires more stability than responsiveness. For products, the gain margin or phase margin may be increased to place importance on stability.

<Embodiment 3>
In the pressure control process, the step response or impulse response of the pressure control loop is measured, and the pressure control parameter is adjusted so that the settling time of the step response or impulse response matches the reference value. As the reference value for the settling time, an appropriate reference value may be set in advance for each machine, or an operator may set the reference value according to the characteristics of the molded product. For example, for molded products that require high responsiveness such as a light guide plate, the reference value may be reduced to increase the pressure control response, or for molded products that require stability rather than responsiveness such as optical lenses. For this reason, the reference value may be increased to place importance on stability.

<Embodiment 4>
In the position control or pressure control step of the movable part, the open loop frequency characteristic when the resin to be controlled is pressurized is measured, and the pressure control parameter is adjusted according to the response of the open loop frequency characteristic. Here, the open loop frequency characteristics when the resin is pressurized is the input / output characteristics (transfer function) when the fluctuation of the position of the movable part is input to the resin to be controlled and the fluctuation of the pressure is output. That is.

  The pressure control gain is set to a low value for a resin with high frequency response, and the pressure control gain is set to a high value for a resin with low response. A pressure control response may be obtained. For the resin with a high natural frequency of the open loop frequency characteristic, the cut-off frequency of the low-pass filter and the center frequency of the band limiting filter are set to a high frequency, and for the resin with a low natural frequency, the low-pass filter The resonance due to the natural frequency of the resin may be suppressed by setting the cut-off frequency and the center frequency of the band limiting filter to a low frequency.

Next, processing in each embodiment will be described using a flowchart.
FIG. 4 is a flowchart for explaining the processing according to the first embodiment of the present invention. Hereinafter, it demonstrates according to each step.
[Step SA01] Pressure control is executed.
[Step SA02] The closed loop frequency characteristic of the pressure control is measured.
[Step SA03] It is determined whether or not the closed-loop frequency characteristic matches the reference characteristic. If they match, the process ends. If they do not match, the process proceeds to Step SA04.
[Step SA04] The pressure control gain and the pressure control filter coefficient are adjusted, and the process returns to Step SA01.

FIG. 5 is a flowchart for explaining the processing according to the second embodiment of the present invention. Hereinafter, it demonstrates according to each step.
[Step SB01] Pressure control is executed.
[Step SB02] The closed loop frequency characteristic of the pressure control is measured.
[Step SB03] The gain margin of the closed loop frequency characteristic is calculated.
[Step SB04] It is determined whether or not the gain margin matches the reference value. If they match, the process ends. If they do not match, the process proceeds to Step SB05.
[Step SB05] The pressure control gain and the pressure control filter coefficient are adjusted, and the process returns to Step SB01.

FIG. 6 is a flowchart for explaining the processing according to the third embodiment of the present invention. Hereinafter, it demonstrates according to each step.
[Step SC01] Pressure control is executed.
[Step SC02] The step response of the pressure control is measured.
[Step SC03] The settling time of the step response is calculated.
[Step SC04] It is determined whether or not the settling time matches the reference value. If they match, the process ends. If they do not match, the process proceeds to Step SC05.
[Step SC05] Adjust the pressure control gain and the pressure control filter coefficient, and return to step SC01.

FIG. 7 is a flowchart for explaining the processing according to the fourth embodiment of the present invention. Hereinafter, it demonstrates according to each step.
[Step SD01] Screw position control or pressure control is executed.
[Step SD02] Measure the open loop frequency characteristics of the resin.
[Step SD03] The pressure control gain and the pressure control filter coefficient are adjusted according to the responsiveness of the resin, and the process is terminated.

DESCRIPTION OF SYMBOLS 1 Cylinder 2 Nozzle 3 Screw 4 Hopper 5 Pressure sensor 6, 7 Transmission mechanism 8 Conversion mechanism 10 Control apparatus 11 Servo amplifier 12 Servo amplifier 13 ROM
14 RAM
15 Servo CPU
16 A / D converter 17 PMCCPU
18 ROM
19 RAM
20 CNCCPU
21 ROM
22 RAM
23 Molding data storage RAM
24 Display Circuit 25 Input Device with Display Device 26 Bus Penc1 Position / Speed Detector Penc2 Position / Speed Detector M1 Injection Servo Motor M2 Screw Rotation Servo Motor

Claims (4)

In a control device for an injection molding machine having a pressure detection unit, a position detection unit of a movable unit, and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control,
A frequency characteristic measurement unit for measuring a closed loop frequency characteristic of the pressure control unit;
A reference frequency characteristic storage unit for storing a closed-loop frequency characteristic serving as a reference;
An injection molding machine characterized in that a closed loop frequency characteristic of a pressure control loop is measured in a pressure control step, and the pressure control parameter is adjusted so that the measured closed loop frequency characteristic substantially coincides with the reference closed loop frequency characteristic. Control device. In a control device for an injection molding machine having a pressure detection unit, a position detection unit of a movable unit, and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control,
A frequency characteristic measuring unit for measuring a closed loop frequency characteristic of the pressure control unit;
An injection molding machine characterized by measuring a closed loop frequency characteristic of a pressure control loop in a pressure control step and adjusting the pressure control parameter so that a gain margin or a phase margin of the measured closed loop frequency characteristic coincides with a reference value Control device. In a control device for an injection molding machine having a pressure detection unit, a position detection unit of a movable unit, and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control,
A response measuring unit that measures at least one of a step response or an impulse response of the pressure control unit;
Measuring at least one of a step response or an impulse response of a pressure control loop in a pressure control process, and adjusting the pressure control parameter so that a settling time of the measured step response or impulse response matches a reference value; A control device for an injection molding machine. In a control device for an injection molding machine having a pressure detection unit, a position detection unit of a movable unit, and a pressure control unit that drives the movable unit based on a pressure control parameter to perform pressure control,
Having a frequency characteristic measurement unit that measures the open-loop frequency characteristic when the resin to be controlled is pressurized,
Control of an injection molding machine characterized by measuring an open loop frequency characteristic of a resin in a position control or pressure control process of a movable part and adjusting the pressure control parameter according to the response of the measured open loop frequency characteristic apparatus.

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