WO2013018189A1 - 射出成形機の制御装置および制御方法 - Google Patents
射出成形機の制御装置および制御方法 Download PDFInfo
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- WO2013018189A1 WO2013018189A1 PCT/JP2011/067619 JP2011067619W WO2013018189A1 WO 2013018189 A1 WO2013018189 A1 WO 2013018189A1 JP 2011067619 W JP2011067619 W JP 2011067619W WO 2013018189 A1 WO2013018189 A1 WO 2013018189A1
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- pressure
- motor
- injection molding
- molding machine
- elastic constant
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- 238000001746 injection moulding Methods 0.000 title claims abstract description 60
- 238000000034 method Methods 0.000 title claims description 63
- 238000001514 detection method Methods 0.000 claims abstract description 94
- 230000008569 process Effects 0.000 claims description 30
- 239000011347 resin Substances 0.000 claims description 30
- 229920005989 resin Polymers 0.000 claims description 30
- 238000012546 transfer Methods 0.000 claims description 16
- 230000004069 differentiation Effects 0.000 claims description 14
- 238000012545 processing Methods 0.000 claims description 14
- 238000001914 filtration Methods 0.000 claims description 7
- 230000008859 change Effects 0.000 claims description 4
- 238000006073 displacement reaction Methods 0.000 claims description 3
- 230000004044 response Effects 0.000 description 21
- 238000005070 sampling Methods 0.000 description 11
- 238000010586 diagram Methods 0.000 description 10
- 238000000465 moulding Methods 0.000 description 10
- 230000005540 biological transmission Effects 0.000 description 4
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 230000007423 decrease Effects 0.000 description 3
- 230000007547 defect Effects 0.000 description 3
- 238000013459 approach Methods 0.000 description 2
- 230000004043 responsiveness Effects 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 230000009699 differential effect Effects 0.000 description 1
- 238000005429 filling process Methods 0.000 description 1
- 230000001771 impaired effect Effects 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 239000013598 vector Substances 0.000 description 1
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C45/00—Injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould; Apparatus therefor
- B29C45/17—Component parts, details or accessories; Auxiliary operations
- B29C45/76—Measuring, controlling or regulating
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C45/00—Injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould; Apparatus therefor
- B29C45/17—Component parts, details or accessories; Auxiliary operations
- B29C45/76—Measuring, controlling or regulating
- B29C45/77—Measuring, controlling or regulating of velocity or pressure of moulding material
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76003—Measured parameter
- B29C2945/76006—Pressure
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76177—Location of measurement
- B29C2945/76254—Mould
- B29C2945/76257—Mould cavity
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76344—Phase or stage of measurement
- B29C2945/76381—Injection
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76494—Controlled parameter
- B29C2945/76595—Velocity
- B29C2945/76598—Velocity linear movement
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76822—Phase or stage of control
- B29C2945/76859—Injection
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76933—The operating conditions are corrected immediately, during the same phase or cycle
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76936—The operating conditions are corrected in the next phase or cycle
Definitions
- the present invention relates to a control device and a control method for controlling an injection molding machine.
- an injection molding machine that obtains a plastic molded product by driving a screw using a motor and filling and holding molten resin in a mold by the operation of the screw.
- the injection molding machine has a pressure sensor such as a load cell on the screw, and the pressure of the resin follows a pressure command value given from the outside based on a control loop using a pressure detection value by the pressure sensor. The resin pressure is controlled.
- control parameters such as gain to appropriate values.
- the pressure response time response waveform
- the pressure response overshoots or vibrates in the pressure holding operation, a pressure greater than the intended pressure is applied, resulting in excessively large dimensions of the molded product, or burrs or mold release defects. May occur. In the worst case, the pressure response may be continuously oscillated and the control system may become unstable.
- the appropriate control parameter varies depending on the shape of the mold and the type of resin, and there is a problem that the appropriate control parameter must be adjusted for each shape of the mold and the type of resin.
- Patent Document 1 discloses a control device for an injection molding machine that differentiates an operation pattern such as a pressure command value and continuously determines control parameters for pressure control based on the obtained differential value being zero. Is disclosed.
- the pressure response does not depend only on the control parameter of the pressure control, but also depends on the response of a minor loop (eg, speed control loop) in the pressure control loop. Since the control device of the injection molding machine disclosed in Patent Document 1 does not adjust the control parameter of the pressure control in consideration of the control parameter of the minor loop in the pressure control loop, the pressure response is still oscillating. There is a fear.
- a minor loop eg, speed control loop
- the present invention has been made in view of the above, and an object of the present invention is to obtain an injection molding machine control device and control method capable of performing stable pressure control.
- the present invention drives a motor to advance a screw in a barrel, thereby injecting molten resin filled in the barrel into a cavity of a mold.
- a control device for an injection molding machine which is provided in a molding machine and generates a current command for driving the motor based on operation information of the motor and a pressure detection value of the molten resin, the predetermined pressure command and the pressure
- a pressure control unit that calculates a speed command by performing a transfer characteristic calculation that includes a calculation element that applies at least a proportional gain to a deviation from the detected value, and the speed of the motor follows the speed command calculated by the pressure control unit
- a speed control unit that calculates the current command so that the pressure molding operation determination unit determines whether the injection molding machine is performing a pressure holding operation or not, and the pressure holding operation determination.
- the product of an elastic constant identification unit that identifies an elastic constant that is a rate of change in the detected pressure value relative to the pressure, and a product of the proportional gain of the pressure control unit and the elastic constant identified by the elastic constant identification unit is the speed of the speed control unit
- a control parameter setting unit configured to calculate a proportional gain of the pressure control unit so as to be a value smaller than a control band, and to set the calculated proportional gain in the pressure control unit.
- the control device of the injection molding machine obtains the proportional gain of the pressure control based on the elastic coefficient during the pressure holding operation and the speed control band of the speed control loop provided in the pressure control loop. Since the speed of the motor can follow the speed command with sufficient accuracy during operation, stable pressure control can be executed.
- FIG. 1 is a diagram showing a configuration of an injection molding machine having a control device according to Embodiment 1 of the present invention.
- FIG. 2 is a flowchart for explaining a control method of the injection molding machine according to the first embodiment.
- FIG. 3A is a diagram for explaining a pressure holding operation.
- FIG. 3-2 is a diagram for explaining a filling operation.
- FIG. 4 is a block diagram illustrating transfer characteristics of the injection molding machine when the speed command selection unit selects the internal speed command.
- FIG. 5 is a diagram showing a configuration of an injection molding machine having the control device according to the second embodiment of the present invention.
- FIG. 6 is a flowchart for explaining a control method of the injection molding machine according to the second embodiment.
- FIG. 7 is a diagram showing a configuration of an injection molding machine having a control device according to Embodiment 3 of the present invention.
- FIG. 8 is a flowchart illustrating a method for controlling the injection molding machine according to the third embodiment.
- FIG. 1 is a diagram showing a configuration of an injection molding machine having a control device according to Embodiment 1 of the present invention.
- the injection molding machine includes a control device 1000, a motor 1, an encoder 2, a coupling 3, a ball screw 4, a screw 5, a load cell 6, a barrel 7, and a mold 8.
- the motor 1 is driven by a current supplied from the control device 1000.
- the encoder 2 detects the position and speed of the motor 1 and outputs the detection results as a position detection value 101 and a speed detection value 102.
- the coupling 3 connects the rotating shaft of the motor 1 and the ball screw 4.
- a screw 5 for filling / holding the resin 8 filled in the barrel 7 in the mold 8 is connected to the ball screw 4 via a load cell 6.
- the load cell 6 detects the pressure when the screw 5 pushes out the resin 9 and outputs the detection result as a pressure detection value 103.
- the position detection value 101, the speed detection value 102, and the pressure detection value 103 are input to the control device 1000.
- the control device 1000 includes a current control unit 11, a speed control unit 12, a pressure control unit 13, a speed command selection unit 14, a pressure control control parameter setting unit 15, an elastic constant identification unit 16, a filling / holding pressure determination unit 17, and a subtractor. 18 and a subtractor 19 are provided.
- the subtracter 18 calculates a deviation between the pressure command input from the outside and the pressure detection value 103.
- the pressure control unit 13 calculates the internal speed command 107 using the deviation calculated by the subtracter 18.
- the transfer characteristic calculation executed by the pressure control unit 13 may be any calculation as long as it includes a calculation element that causes a proportional gain to act on the deviation calculated by the subtractor 18.
- the pressure control unit 13 may be configured by, for example, P control (proportional control). In that case, the pressure control unit 13 calculates the internal speed command 107 by multiplying the input deviation by a proportional gain. That is, the smaller the deviation is, the smaller the internal speed command 107 is.
- the speed command selection unit 14 selects one of a speed command (external speed command) input from the outside and an internal speed command 107 calculated by the pressure control unit 13, and selects the selected speed command as a speed command. It outputs as 106.
- the speed command selection unit 14 may sequentially compare the external speed command and the internal speed command 107, for example, and select the smaller value.
- the operator of the injection molding machine can input the screw speed in the desired filling process as an external speed command.
- a position control loop may be incorporated in order to control the speed of the screw 5, and a speed command output from the position control loop may be used as an external speed command.
- the subtracter 19 calculates a deviation between the speed command 106 and the speed detection value 102.
- the speed control unit 12 generates a current command 105 to be input to the current control unit 11 using the deviation calculated by the subtractor 19 so that the speed of the screw 5 follows the speed command 106.
- the current control unit 11 generates a current 104 to be supplied to the motor 1 based on the current command 105 input from the speed control unit 12.
- the speed control unit 12 may generate a current command 105 by performing, for example, a calculation related to PI control (proportional + integral control) on the deviation between the speed command 106 and the detected speed value 102.
- PI control proportional + integral control
- control related to the filling operation and the control related to the pressure holding operation executed by the control device 1000 will be described.
- the external speed command and the pressure command are given in advance by the operator.
- the pressure detection value 103 is a value near zero. For this reason, the deviation between the pressure command and the pressure detection value 103 is large, and the internal speed command 107 output from the pressure control unit 13 based on the deviation is a signal larger than the external speed command. Therefore, the speed command selection unit 14 selects the external speed command as the speed command 106.
- the control device 1000 starts the filling operation while performing speed control based on the external speed command, the pressure detection value 103 gradually increases as the screw 5 advances.
- the speed command selection unit 14 When the detected pressure value 103 approaches the target pressure (that is, the pressure command), the deviation between the pressure command and the detected pressure value 103 decreases, and the internal speed command 107 decreases as the deviation decreases.
- the speed command selection unit 14 When the internal speed command 107 becomes smaller than the external speed command, the speed command selection unit 14 outputs the internal speed command 107 as the speed command 106.
- the screw 5 is driven by the external speed command to realize the filling operation, and as the filling proceeds, the resin 9 fills the mold 8 and the pressure increases accordingly.
- the internal speed command 107 output from the pressure control when the pressure approaches the target pressure, the pressure is applied according to a preset pressure command, and the pressure holding operation is realized. Thereby, the filling operation and the pressure holding operation of the injection molding machine are realized.
- the filling / holding pressure determination unit 17 determines whether the injection molding machine is performing a filling operation or a pressure holding operation, and uses the determination result as a signal 108 as an elastic constant identification unit 16. Output to.
- the elastic constant identification unit 16 acquires the position detection value 101 and the pressure detection value 103 of the motor when the filling / pressure holding determination unit 17 determines that the pressure holding operation is being performed, and acquires the acquired position detection. Based on the value 101 and the detected pressure value 103, an elastic constant K, which is the rate of change of the detected pressure value 103 with respect to the displacement of the position of the motor 1, is identified. Then, the elastic constant identification unit 16 inputs the identified elastic constant K as a signal 109 to the pressure control control parameter setting unit 15.
- the pressure control control parameter setting unit 15 calculates the control parameter of the pressure control unit 13 using the identified elastic constant K, and sets the calculated control parameter in the pressure control unit 13 (signal 110).
- the control parameter set by the pressure control unit 13 is a proportional gain.
- FIG. 2 is a flowchart for explaining a control method for the injection molding machine according to the first embodiment, which is realized by using the control device 1000 described above.
- control device 1000 receives an input of a pressure command and an external speed command (step ST1). It is assumed that the input pressure command and external speed command are not zero values.
- the speed command selection unit 14 compares the internal speed command 107 calculated by the pressure control unit 13 based on the pressure command with the input external speed command, and selects a command having a small absolute value as the speed command 106.
- the control device 1000 drives the motor based on the selected speed command 106 (step ST2).
- the pressure control control parameter setting unit 15 outputs, as an initial value, a proportional gain that is small enough not to oscillate pressure or speed to the signal 110 in advance, and sets the proportional gain in the pressure control unit 13 in advance.
- the filling / holding pressure determination unit 17 determines whether or not a pressure holding operation is performed (step ST3). As a specific method for the determination in step ST3, for example, it is determined that the pressure holding operation is performed when the position detection value 101 of the motor 1 is equal to or greater than a predetermined position, and the position detection value 101 is the predetermined value. When it is less than this, it may be determined that the pressure holding operation is not performed.
- the volume of the cavity of the mold 8 is known in advance, it can be seen how much the screw 5 advances to fill the cavity of the mold 8 with the resin 9 (in other words, how much the motor 1 is It is based on the fact that it is possible to determine whether or not the pressure-holding state has been reached by knowing whether or not the resin 9 is filled in the cavity depending on the rotation. Further, as another determination method, it is determined that the pressure holding operation is performed when the pressure detection value 103 becomes equal to or higher than a predetermined pressure, and the pressure holding value is determined when the pressure detection value 103 is less than the predetermined pressure. For example, it is determined that the operation is not performed. The method for determining whether or not the pressure holding operation is performed is not limited to these examples, and any method may be used.
- step ST3 No When the pressure holding operation is not being executed (step ST3, No), the control device 1000 executes the process of step ST2.
- step ST3 When the pressure holding operation is being executed (step ST3, Yes), the filling / pressure holding determining unit 17 notifies the elastic constant identifying unit 16 of the signal 108 indicating that the pressure holding operation is being executed, and this notification is made.
- the elastic constant identification unit 16 takes in the value of the pressure detection value 103 and the value of the position detection value 101 at the same timing, and records the value of the pressure detection value 103 and the value of the position detection value 101, respectively.
- the processing from step ST2 to step ST6 described later constitutes a loop processing.
- the loop process is executed every predetermined sampling time, and the index i is incremented by the process of step ST6 described later every time step ST4 is executed.
- step ST5 determines whether or not the pressure holding operation is finished.
- time is counted by a timer or the like after the pressure holding operation is started, and when the time preset by the operator of the injection molding machine has elapsed, it is determined that the pressure holding operation is finished. Can be mentioned. Note that the determination processing method in step ST5 is not limited to this.
- step ST5 When the pressure holding operation is not completed (No in step ST5), the filling / pressure holding determination unit 17 increments the index i (step ST6). And the control apparatus 1000 performs the process of step ST2.
- the elastic constant identification unit 16 executes the acquisition of the position detection value 101 of the motor 1 and the pressure detection value 103 at the same timing a plurality of times, and the position detection value 101 of the motor 1 acquired a plurality of times.
- the elastic constant is identified using the detected pressure value 103.
- the elastic constant identifying unit 16 fits the acquired plurality of position detection values 101 and the plurality of pressure detection values 103 in a proportional relationship using the least square method.
- the fitting method is not limited to the least square method.
- the elastic constant identification unit 16 outputs the identified elastic constant K to the pressure control parameter setting unit 15 as a signal 109.
- the pressure control control parameter setting unit 15 calculates a proportional gain as a control parameter of the pressure control unit 13 using the elastic constant K, the speed control band ⁇ sc, and the constant ⁇ ( ⁇ ⁇ 1) input by the signal 109. (Step ST8), the calculated proportional gain is set in the pressure controller 13 (step ST9).
- the speed control band represents the upper limit of the frequency band in which the speed can follow the speed command without delay when the speed control unit is used.
- a sine wave signal is added as a speed command in advance using an FFT analyzer or the like, and the upper limit of the frequency that can be followed without phase delay is measured from the speed response at this time. Is mentioned.
- the speed control band ⁇ sc can be obtained by substituting the proportional gain Kv of equation (7) into equation (6).
- the pressure control control parameter setting unit 15 calculates the proportional gain Ka of the pressure control unit 13 using the following equation (8).
- Ka ⁇ ⁇ ⁇ sc / K (8)
- the pressure control parameter setting unit 15 sets the value calculated by the equation (8) to the Ka of the equation (9).
- the constant ⁇ may be any constant as long as it is 1 or less, but more preferably, ⁇ is 0.1 or more and 1 or less in order to ensure a certain pressure response. .
- the pressure control control parameter setting unit 15 uses the equation (8) for the proportional gain included in the transfer characteristic of the pressure control unit 13. Set the calculated value.
- the control parameters of the pressure control unit 13 it is a proportional characteristic among the transfer characteristics of the pressure control unit 13 that most affects the responsiveness and stability.
- the pressure control parameter setting unit 15 sets the value calculated by the equation (8) to the proportional gain Ka of the equation (10).
- the pressure control parameter setting unit 15 sets the value calculated by the equation (8) to the proportional gain Ka of the equation (12). T1 and T2 are set in advance as control parameters.
- step ST9 the control device 1000 starts an actual product molding operation using the proportional gain set in the pressure control unit 13 (step ST10). Specifically, since the pressure holding operation is completed when the process proceeds to step ST9, the control device 1000 retreats the screw 5 and measures the resin 9, and controls the pressure control unit 13 by the process of step ST9. With the parameters set, the filling operation and the pressure holding operation are executed. After the molding process is finished, the operation according to the control method of the injection molding machine of the first embodiment is finished.
- step ST9 the processing from step ST1 to step ST9 is in a state in which a so-called temporary proportional gain given as an initial value is set in the pressure control unit 13.
- a so-called temporary proportional gain given as an initial value is set in the pressure control unit 13.
- overshoot or vibration occurs in the pressure response at this time.
- pressure control can be performed in a state in which followability to the pressure command is ensured to some extent. it can.
- step ST10 it is possible to realize a molding operation that does not cause a molding defect such as a molding size defect or a beard.
- FIG. 3-1 is a diagram for explaining the pressure holding operation
- FIG. 3-2 is a diagram for explaining the filling operation.
- the screw 5 applies pressure to the molded product formed in the cavity of the mold 8.
- the resin 9 is generally elastic depending on the cavity shape of the mold 8 and the type of the resin 9. It behaves like a body. That is, the motor 1 moves forward to apply pressure to the resin 9, but since the resin 9 exhibits the behavior of the elastic body as described above, the magnitude of the pressure is approximately proportional to the position with the elastic constant of the elastic body as a proportional constant. Occur.
- the filling operation is such that the resin 9 in the barrel 7 is injected into the mold 8 by the screw 5 and the resin is injected into the mold 8 from the nozzle tip. ing. For this reason, even if pressure is applied to the resin 9 by moving the motor 1 forward, the cavity of the mold 8 is not filled with the resin 9, so the resin 9 is injected from the tip of the nozzle into the mold 8. Therefore, pressure proportional to the position of the motor 1 is not generated.
- FIG. 4 is a block diagram for explaining the transfer characteristics of the injection molding machine when the speed command selection unit 14 selects the internal speed command 107.
- the speed control unit 12 is configured by PI control with a proportional gain of Kv and an integral gain of Kvi
- the pressure control unit 13 is configured with P control with a proportional gain of Ka.
- s represents a Laplace operator
- 1 / s represents an integral characteristic.
- J is an inertia obtained by adding together the inertia of the motor 1 and the inertia of the machine movable part (ball screw 4, screw 5, and load cell 6)
- K is an elastic constant identified by the elastic constant identification unit 16.
- a signal 201 indicates a torque generated in the motor 1 when the current 104 is supplied. Since the relationship between the torque and the speed of the motor 1 can be expressed as 1 / (J ⁇ s), the motor 1 is replaced with an element 202 having a transfer characteristic of 1 / (J ⁇ s). That is, the element 202 outputs a speed (speed detection value 102) according to the torque.
- the signal 204 represents the position of the motor 1.
- the position of the motor 1 is obtained by integrating the speed of the motor 1.
- the element 203 schematically shows the characteristics relating to the speed of the motor 1.
- the speed (speed detection value 102) is integrated and the position is output.
- the element 205 schematically shows the characteristics relating to the pressure of the resin 9, and outputs a signal (pressure detection value 103) indicating the pressure from the signal 204 indicating the position.
- the pressure control minor loop has a speed control when the pressure holding operation is executed.
- the major loop of the speed control loop is the pressure control.
- the pressure control unit 13 calculates a speed command 106 for the motor 1 to operate on the basis of the deviation between the pressure command value and the pressure detection value 103, and the speed detection value 102 is added to this speed command.
- the pressure detection value 103 can follow the pressure command value.
- the speed response to the speed command 106 is slow and the speed follows with a large delay from the speed command 106, the pressure response overshoots by forming a pressure control loop including a large phase delay. Or a vibrational response.
- the response of the pressure control is most influenced by the proportional component (Ka in FIG. 4) among the control parameters of the pressure control unit 13 which is a major loop. If the transmission characteristic of the minor speed control (the transmission characteristic from the speed command 106 to the speed detection value 102) is regarded as 1, the transmission characteristic from the pressure command to the speed command 106 is Ka ⁇ s / (s + K ⁇ Ka). It becomes. When this transfer characteristic is further modified, s / K ⁇ ⁇ Ka ⁇ K / (s + K ⁇ Ka) ⁇ .
- the speed command 106 is a signal obtained by passing a signal obtained by applying s / K to the pressure command (a signal obtained by differentiating and dividing by the elastic constant K) and a low-pass filter having a cutoff frequency Ka ⁇ K. be equivalent to.
- the speed control band must be Ka ⁇ K or higher.
- Ka ⁇ K ⁇ ⁇ ⁇ sc ⁇ ⁇ sc (13) It becomes. That is, in the pressure control control parameter setting unit 15, the product of the proportional gain Ka of the pressure control unit 13 and the elastic constant K identified by the elastic constant identification unit 16 is smaller than the speed control band ⁇ sc of the speed control unit 12. Thus, the proportional gain Ka of the pressure control unit 13 is calculated.
- the speed command 106 includes only a frequency component lower than the speed control band ⁇ sc, so that the speed of the motor 1 is sufficient for the speed command 106. It is possible to follow with high accuracy. As a result, stable pressure control can be realized without causing overshoot or vibration in the pressure.
- the internal speed command is calculated by performing the transfer characteristic calculation including at least the calculation element that causes the proportional gain Ka to act on the deviation between the pressure command and the pressure detection value 103.
- a pressure control unit that calculates 107, a speed control unit 12 that calculates a current command 105 so that the speed of the motor 1 follows the internal speed command 107 calculated by the pressure control unit 13, and the injection molding machine holds the pressure
- the filling / holding pressure determination unit 17 that determines whether the operation is being executed or not executed, and the pressure detection value 103 when the filling / holding pressure determination unit 17 determines that the pressure holding operation is being executed
- the proportionality of the pressure control unit 13 and the elastic constant identification unit 16 that acquires the position detection value 101 as the operation information of the motor 1 and identifies the elastic constant K based on the acquired pressure detection value 103 and the position detection value 101.
- the proportional gain Ka of the pressure control unit 13 is calculated so that the product of the pressure Ka and the elastic constant K is smaller than the speed control band ⁇ sc of the speed control unit 12, and the calculated proportional gain Ka is calculated as the pressure control unit 13.
- Embodiment 2 FIG. In the first embodiment, the pressure and the position are recorded in step ST4, and the elastic constant is calculated from the proportional relationship between the position and the pressure of the motor 1 established during the pressure holding operation in step ST7.
- K is identified, motor information other than the position such as the speed of the motor 1 and the acceleration of the motor 1 may be used instead of the position of the motor 1.
- the control device of the second embodiment uses the speed of the motor 1 instead of the position of the motor 1.
- the control device of the second embodiment includes the same components as those of the first embodiment except for the elastic constant identification unit.
- reference numeral 2000 is assigned to the control device of the second embodiment
- reference numeral 21 is assigned to the elastic constant identification unit of the second embodiment, so as to be distinguished from the first embodiment.
- FIG. 6 is a flowchart for explaining a control method of the injection molding machine according to the second embodiment. As shown in the figure, in steps ST21 to ST26, the same processing as in steps ST1 to ST6 described in the first embodiment is performed.
- step ST25 the filling / holding pressure determination unit 17 determines whether or not the pressure holding operation has ended.
- the elastic constant identification unit 21 calculates the pressure differential value Qi and the position differential value Vi using the recorded pressure Pi and position Xi, respectively.
- the elastic constant identification unit 21 may perform approximate differentiation instead of performing simple differentiation such as dividing the difference by the sampling time interval with respect to the recorded pressure Pi and position Xi. Alternatively, differential processing may be performed after the same filter processing is performed on the pressure Pi and the position Xi.
- steps ST29 to ST31 the same processing as in steps ST8 to ST10 is executed.
- the elastic constant can be identified by using the differential value of the pressure instead of the pressure and the velocity instead of the position.
- the elastic constant identification unit 21 performs n (n ⁇ 1) -order differentiation of the detected position value 101 and the detected pressure value 103 of the motor obtained a plurality of times, and the plurality of n-order differentiated values.
- the elastic constant K can also be identified by fitting the position detection value 101 and the plurality of pressure detection values 103 in a proportional relationship.
- the elastic constant identification unit 21 performs n (n ⁇ 1) order differentiation and a predetermined filtering process on the detected position value 101 and the detected pressure value 103 of the motor obtained a plurality of times.
- the elastic constant K can also be identified by fitting the plurality of position detection values 101 and the plurality of pressure detection values 103 subjected to differentiation and filtering processing in a proportional relationship.
- Embodiment 3 In the first and second embodiments, during the one continuous period from the determination that the pressure holding operation determination unit is executing the pressure holding operation to the determination that the pressure holding operation is not being executed.
- a test operation a control parameter is obtained based on the position and pressure data when the test operation is executed, and once the pressure holding operation is completed (that is, after the continuous period is completed), the pressure control unit The control parameter was set.
- the control method of the third embodiment it is determined that the pressure holding operation is being performed, and the filling / pressure holding determination unit 17 determines that the pressure holding operation is being performed continuously. Within the period, the elastic constant K is sequentially identified, and the control parameter of the pressure control is updated every moment based on this information.
- control device of the third embodiment is the same as that of the first embodiment except for the elastic constant identification unit and the pressure control parameter setting unit.
- reference numeral 3000 is assigned to the control device of the third embodiment
- reference numeral 31 is assigned to the elastic constant identification section of the third embodiment
- reference numeral 32 is assigned to the pressure control control parameter setting section of the third embodiment. It will be distinguished from the first embodiment.
- FIG. 8 is a flowchart illustrating a method for controlling the injection molding machine according to the third embodiment.
- control device 3000 receives an input of a pressure command and an external speed command (step ST41). It is assumed that the input pressure command and external speed command are not zero values.
- the speed command selection unit 14 compares the internal speed command 107 calculated by the pressure control unit 13 based on the pressure command with the input external speed command, and selects a command having a small absolute value as the speed command 106. Then, control device 3000 drives the motor based on selected speed command 106 (step ST42). Note that the pressure control control parameter setting unit 32 sets a proportional gain that is small enough to prevent pressure and speed from oscillating as an initial value of the pressure control unit 13.
- step ST43 determines whether or not a pressure holding operation is performed.
- the specific method of the determination process in step S43 may be the same as step ST3 in the first embodiment.
- the control device 3000 executes the process of step ST42.
- step ST43 Yes
- the filling / pressure holding determination unit 17 outputs a notification that the pressure holding operation is being executed to the signal 108, and the elasticity that has received the notification.
- the constant identification unit 31 takes in the value of the pressure detection value 103 and the value of the position detection value 101 at the same timing, and records the value of the pressure detection value 103 and the value of the position detection value 101 that have been taken in (step ST44).
- the process from step ST44 to step ST50 described later constitutes a loop process.
- the index i may be expressed as sampling time i.
- the elastic constant identification unit 31 calculates the differential value Qi of the pressure and the differential value Vi of the position using the latest recorded pressure Pi and the latest position Xi (step ST45).
- the elastic constant identification unit 31 may perform approximate differentiation as in the second embodiment, or may perform differentiation after performing filter processing.
- the elastic constant identification unit 31 calculates an elastic constant Ki based on the differential value Qi of pressure and the differential value Vi of position (step ST46). Since the process of step ST46 is executed every time the loop process of steps ST44 to ST50 is executed, the elastic constant Ki is updated every time the loop process is executed.
- the elastic constant identification unit 31 performs elasticity by fitting the differential value Qi of the pressure and the differential value Vi of the position obtained from the latest pressure Pi and the latest position Xi into a proportional relationship using, for example, a sequential least square method.
- the constant Ki can be obtained. Specifically, as shown below, the elastic constant Ki and the intermediate variable Ri at the sampling time i can be updated.
- Ki-1 is an identification value of the elastic constant at the sampling time i-1
- Ri-1 is an intermediate variable at the sampling time i-1.
- the initial value K0 of Ki is set to 0, and the initial value R0 of Ri is set to an appropriately large number.
- the elastic constant identifying unit 31 inputs the identified elastic constant Ki as a signal 109 to the pressure control parameter setting unit 32.
- the pressure control control parameter setting unit 32 calculates the proportional gain Ka of the pressure control unit 13 using the elastic constant Ki at the sampling time i, the speed control band ⁇ sc, and the constant ⁇ ( ⁇ ⁇ 1).
- the calculated proportional gain Ka is set in the pressure control unit 13 (step ST48).
- step ST49 the filling / holding pressure determination unit 17 determines whether or not the pressure holding operation has ended.
- the specific method of the determination process in step ST49 can employ the same method as in step ST5 in the first embodiment.
- Step ST50 the elastic constant identification unit 31 increments the index i (Step ST50). Then, the elastic constant identification unit 31 executes the process of step ST44 again.
- step ST49, Yes the operation according to the control method for the injection molding machine of the third embodiment is finished.
- the elastic constant established between the pressure and the position is identified by using the pressure differential value that is the first derivative of the velocity and the pressure that is the first derivative of the position.
- the elastic constant may be identified using the position and the pressure.
- the elastic constant is obtained by using the same filter for the n-th derivative of the position and the n-th derivative of the pressure, or the n-th derivative of the position and the n-th derivative of the pressure. May be identified.
- the elastic constant identifying unit 31 is within a continuous period in which the filling / holding pressure determination unit 17 determines that the pressure holding operation is being performed.
- the pressure control control parameter setting unit 32 sequentially calculates the proportional gain Ka using the elastic constant Ki sequentially identified by the elastic constant identification unit 31 and calculates the proportional gain Ka. Is sequentially overwritten and set in the pressure control unit 13, so that the proportional gain Ka of the pressure control can be set without performing a trial operation.
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Abstract
Description
図1は、本発明の実施の形態1の制御装置を有する射出成形機の構成を示す図である。図示するように、射出成形機は、制御装置1000、モータ1、エンコーダ2、カップリング3、ボールネジ4、スクリュー5、ロードセル6、バレル7、および金型8を備えている。
Pi=K・Xi+b (1)
ここで、bは定数である。具体的には、弾性定数同定部16は、記録してあるデータから、以下のようにベクトルP、X、Bを構成する。
P=(P1,P2,…,PN) (2)
X=(X1,X2,…,XN) (3)
B=(1,1,…,1) (4)
そして、弾性定数同定部16は、式(2)~式(4)を式(1)に代入して、
P=K・X+b・B (5)
を得る。そして、弾性定数同定部16は、式(5)を満たすKとbとを最小二乗法などを用いて同定する。
ωsc=Kv/J (6)
の関係式を用いて算出して得ることもできる。なお、速度制御部12がPI制御で構成される場合、すなわち、比例ゲインをKv、ラプラス演算子をs、積分ゲインをKviとし、速度制御部12の伝達特性V(s)が、
V(s)=Kv・(1+Kvi/s) (7)
と記述される場合、速度制御帯域ωscは、式(7)の比例ゲインKvを式(6)に代入して得ることができる。
Ka=α×ωsc/K (8)
F(s)=Ka (9)
である場合、圧力制御制御パラメータ設定部15は、式(9)のKaに式(8)によって算出した値を設定する。なお、定数αは1以下であればどのような定数であってもよいが、より好ましくは、ある程度の圧力応答を確保するために、αを0.1以上で1以下にすることが挙げられる。
F(s)=Ka・(1+Kai/s) (10)
で表せる場合であっても、圧力制御制御パラメータ設定部15は、式(10)の比例ゲインKaに式(8)によって算出した値を設定する。
F(s)=Ka×(1+T1・s)/(1+T2・s) (11)
である場合には、式(11)は、
F(s)=Ka×{1+(T2-T1)s/(1+T2・s)} (12)
と変形できる。圧力制御制御パラメータ設定部15は、式(12)の比例ゲインKaに式(8)によって算出した値を設定する。なお、T1およびT2は、制御パラメータとして予め設定される。
Ka・K=α×ωsc≦ωsc (13)
となる。つまり、圧力制御制御パラメータ設定部15は、圧力制御部13の比例ゲインKaと弾性定数同定部16が同定した弾性定数Kとの積が速度制御部12の速度制御帯域ωscよりも小さい値となるように圧力制御部13の比例ゲインKaを算出していることになる。圧力制御部13に前記算出された比例ゲインKaが設定されることにより、速度指令106は速度制御帯域ωscよりも低い周波数成分しか含まないことになるので、モータ1の速度は速度指令106に十分な精度で追従することが可能となる。これにより、圧力にオーバーシュートや振動が発生することなく、安定した圧力制御が実現することができるようになる。
実施の形態1においては、ステップST4において、圧力と位置とを記録しておいて、ステップST7において、保圧動作実行中に成立するモータ1の位置と圧力との間の比例関係から、弾性定数Kを同定するようにしたが、モータ1の位置の代わりに、モータ1の速度やモータ1の加速度など、位置以外のモータ情報を用いるようにしてもよい。
Q=(Q1,Q2,…,QN) (14)
V=(V1,V2,…,VN) (15)
と定義し、
Q=K・V (16)
の関係式に式(14)および式(15)を代入し、最小二乗法を用いてKを同定する。
q=K・v (17)
が成立する。さらに、上式(17)の両辺に対して同一のフィルタ処理を行ったとしても、圧力の微分信号qと速度vに同一のフィルタ処理を行った信号qf、vfについて、
qf=K・vf (18)
が成立する。
実施の形態1、2では、保圧動作判定部が保圧動作を実行中であると判定してから保圧動作を非実行中であると判定するまでの一回の連続した期間の間を試し動作とし、当該試し動作を実行したときの位置と圧力のデータに基づいて制御パラメータを求め、一旦保圧動作が完了してから(すなわち上記連続した期間が終了してから)圧力制御部に制御パラメータを設定するようにした。これに対し、実施の形態3の制御方法によれば、保圧動作を実行中であると判定されて充填/保圧判定部17が保圧動作を実行中であると判定している連続した期間内に、弾性定数Kを逐次的に同定し、この情報に基づいて、時々刻々、圧力制御の制御パラメータを更新する。
Ka=α×ωsc/Ki (21)
この式(21)は、実施の形態1において使用された式(8)のKをKiに置き換えたものである。
2 エンコーダ
3 カップリング
4 ボールネジ
5 スクリュー
6 ロードセル
7 バレル
8 金型
9 樹脂
11 電流制御部
12 速度制御部
13 圧力制御部
14 速度指令選択部
15、32 圧力制御制御パラメータ設定部
16、21、31 弾性定数同定部
17 充填/保圧判定部
18、19 減算器
101 位置検出値
102 速度検出値
103 圧力検出値
104 電流
105 電流指令
106 速度指令
107 内部速度指令
108、109、110、201 信号
202、203、204、205 要素
1000、2000、3000 制御装置
Claims (12)
- モータを駆動してスクリューをバレル内で前進させることで前記バレルに満たされた溶融樹脂を金型のキャビティ内に射出する射出成形機に具備され、前記モータの動作情報と前記溶融樹脂の圧力検出値とに基づいて前記モータを駆動する電流指令を生成する射出成形機の制御装置であって、
所定の圧力指令と前記圧力検出値との偏差に対して少なくとも比例ゲインを作用させる演算要素を備える伝達特性演算を行って速度指令を算出する圧力制御部と、
前記モータの速度が前記圧力制御部が算出した速度指令に追従するように前記電流指令を算出する速度制御部と、
前記射出成形機が保圧動作を実行中であるか非実行中であるかを判定する保圧動作判定部と、
前記保圧動作判定部が保圧動作を実行中と判定したときに、前記圧力検出値と前記モータの動作情報とを取得して、前記取得した圧力検出値および前記モータの動作情報に基づいて前記モータの位置の変位に対する前記圧力検出値の変化の割合である弾性定数を同定する弾性定数同定部と、
前記圧力制御部の比例ゲインと前記弾性定数同定部が同定した弾性定数との積が前記速度制御部の速度制御帯域よりも小さい値となるように前記圧力制御部の比例ゲインを算出し、前記算出した比例ゲインを前記圧力制御部に設定する制御パラメータ設定部と、
を備えることを特徴とする射出成形機の制御装置。 - 前記モータの動作情報は、前記モータの位置検出値であって、
前記弾性定数同定部は、前記モータの位置検出値と前記圧力検出値とを同一タイミングで取得することを複数回にわたって実行して、前記複数回にわたって取得したモータの位置検出値と前記圧力検出値とを用いて前記弾性定数を同定する、
ことを特徴とする請求項1に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記保圧動作判定部が保圧動作を実行中であると判定している連続した期間内に前記モータの位置検出値と前記圧力検出値とを複数回にわたって取得して、前記連続した期間が終了した後に、前記連続した期間内に取得した複数回分の位置検出値と圧力検出値とを用いて前記弾性定数を同定し、
前記制御パラメータ設定部は、前記弾性定数に基づいて算出した比例ゲインを、前記期間の経過後に前記圧力制御部に設定する、
ことを特徴とする請求項2に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記保圧動作判定部が保圧動作を実行中であると判定している連続した期間内に所定の時間間隔で前記モータの位置検出値と前記圧力検出値とを取得して、前記位置検出値と前記圧力検出値とを取得する毎に前記弾性定数を逐次同定し、
前記制御パラメータ設定部は、前記弾性定数同定部が逐次同定した弾性定数を用いて比例ゲインを逐次算出し、前記算出した比例ゲインを逐次前記圧力制御部に上書き設定する、
ことを特徴とする請求項2に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記複数回にわたって取得したモータの位置検出値と圧力検出値とを夫々n(n≧1)階微分して、前記n階微分した複数の位置検出値および複数の圧力検出値を比例関係にフィッティングすることによって前記弾性定数を同定する、
ことを特徴とする請求項2または請求項3に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記複数回にわたって取得したモータの位置検出値と圧力検出値とに対して夫々n(n≧1)階微分と所定のフィルタ処理とを実行し、前記n階微分および前記フィルタ処理を実行した複数の位置検出値および複数の圧力検出値を比例関係にフィッティングすることによって前記弾性定数を同定する、
ことを特徴とする請求項2または請求項3に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記取得したモータの最新の位置検出値と最新の圧力検出値とを夫々n(n≧1)階微分して、前記n階微分した位置検出値および圧力検出値を逐次型最小二乗法を用いて比例関係にフィッティングすることによって前記弾性定数を同定する、
ことを特徴とする請求項2または請求項4に記載の射出成形機の制御装置。 - 前記弾性定数同定部は、前記取得したモータの最新の位置検出値と最新の圧力検出値とに対して夫々n(n≧1)階微分と所定のフィルタ処理とを実行し、前記n階微分および前記フィルタ処理を実行した位置検出値および圧力検出値を逐次型最小二乗法を用いて比例関係にフィッティングすることによって前記弾性定数を同定する、
ことを特徴とする請求項2または請求項4に記載の射出成形機の制御装置。 - 前記保圧動作判定部は、前記モータの位置が所定位置に到達したか否かに基づいて前記射出成形機が保圧動作を実行中であるか非実行中であるかを判定する、
ことを特徴とする請求項1乃至請求項4のうちに何れか一項に記載の射出成形機の制御装置。 - 前記保圧動作判定部は、前記圧力検出値が所定圧力に到達したか否かに基づいて前記射出成形機が保圧動作を実行中であるか非実行中であるかを判定する、
ことを特徴とする請求項1乃至請求項4のうちに何れか一項に記載の射出成形機の制御装置。 - 前記速度制御部は、前記モータの速度と前記圧力制御部が算出した速度指令との偏差に対して少なくとも比例ゲインを作用させる演算要素を備える伝達特性演算を実行し、
前記速度制御帯域は、前記速度制御部の比例ゲインを前記モータのイナーシャと前記モータの可動に伴って動作する機械のイナーシャとを合計した値で除した値である、
ことを特徴とする請求項1乃至請求項4のうちに何れか一項に記載の射出成形機の制御装置。 - モータを駆動してスクリューをバレル内で前進させることで前記バレルに満たされた溶融樹脂を金型のキャビティ内に射出する射出成形機に具備される制御装置が、所定の圧力指令と前記溶融樹脂の圧力検出値との偏差に対して少なくとも比例ゲインを作用させる演算要素を備える伝達特性演算を行って速度指令を算出し、前記モータの速度が前記算出した速度指令に追従するように前記モータを駆動する電流指令を算出する、前記射出成形機の制御方法であって、
前記射出成形機が保圧動作を実行中であるか非実行中であるかを判定する保圧動作判定ステップと、
前記射出成形機が保圧動作を実行中と判定したときに、前記圧力検出値と前記モータの動作情報とを取得して、前記取得した圧力検出値および前記モータの動作情報に基づいて前記モータの位置の変位に対する前記圧力検出値の変化の割合である弾性定数を同定する弾性定数同定ステップと、
比例ゲインと前記弾性定数同定部が同定した弾性定数との積が前記速度制御部の速度制御帯域よりも小さい値となるように比例ゲインを算出し、前記算出した比例ゲインを前記速度指令を算出するための比例ゲインに設定する制御パラメータ設定ステップと、
を備えることを特徴とする射出成形機の制御方法。
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WO2014171191A1 (ja) * | 2013-04-18 | 2014-10-23 | 三菱電機株式会社 | モータ制御装置 |
WO2019146010A1 (ja) * | 2018-01-24 | 2019-08-01 | 株式会社日立製作所 | 加工物の不良検知装置 |
US11584736B2 (en) | 2018-02-09 | 2023-02-21 | The United States Of America, As Represented By The Secretary, Department Of Health And Human Services | Heterocyclic P2Y14 receptor antagonists |
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WO2020122187A1 (ja) * | 2018-12-12 | 2020-06-18 | 住友重機械工業株式会社 | 射出成形機、コントローラ |
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- 2011-08-01 DE DE112011105485.8T patent/DE112011105485T5/de not_active Ceased
- 2011-08-01 KR KR1020127004093A patent/KR101294478B1/ko not_active IP Right Cessation
- 2011-08-01 JP JP2011542598A patent/JP4889835B1/ja not_active Expired - Fee Related
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WO2014171191A1 (ja) * | 2013-04-18 | 2014-10-23 | 三菱電機株式会社 | モータ制御装置 |
JP5844007B2 (ja) * | 2013-04-18 | 2016-01-13 | 三菱電機株式会社 | モータ制御装置 |
JPWO2014171191A1 (ja) * | 2013-04-18 | 2017-02-16 | 三菱電機株式会社 | モータ制御装置 |
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WO2019146010A1 (ja) * | 2018-01-24 | 2019-08-01 | 株式会社日立製作所 | 加工物の不良検知装置 |
US11584736B2 (en) | 2018-02-09 | 2023-02-21 | The United States Of America, As Represented By The Secretary, Department Of Health And Human Services | Heterocyclic P2Y14 receptor antagonists |
Also Published As
Publication number | Publication date |
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DE112011105485T5 (de) | 2014-06-12 |
TW201307031A (zh) | 2013-02-16 |
TWI426991B (zh) | 2014-02-21 |
JPWO2013018189A1 (ja) | 2015-03-02 |
US20130032961A1 (en) | 2013-02-07 |
CN103038048A (zh) | 2013-04-10 |
JP4889835B1 (ja) | 2012-03-07 |
CN103038048B (zh) | 2015-06-17 |
KR101294478B1 (ko) | 2013-08-07 |
US8882486B2 (en) | 2014-11-11 |
KR20130024876A (ko) | 2013-03-08 |
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