MODULAR MULTI-TUBE PRESSURE REGULATOR FOR SEMICONDUCTOR MANUFACTURING MACHINES
20260064140 ยท 2026-03-05
Inventors
Cpc classification
H10P72/06
ELECTRICITY
H10P72/0404
ELECTRICITY
International classification
Abstract
A modular multi-pipe pressure regulator for semiconductor manufacturing machines includes 210 pump drive connectors, 210 switches, 210 pressure detectors, 210 rotation speed regulators, 210 alarms and a controller. Each pressure detector is installed in a pipeline of a semiconductor manufacturing machine for detecting the pipeline to feed back a pressure value. The controller has an intelligent computing model. When receiving external power drive, the controller independently controls each switch and lets the pump drive connectors and the rotation speed regulators drive and operate the suction pump and monitor its suction pump to obtain multiple time point rotational speeds after the switch is turned on. The controller detects each pressure value according to a set value and drives the rotation speed regulator to regulate the rotation speed of the suction pump, in order to maintain the pressure value of the pipeline within a tolerance range of the set value.
Claims
1. A modular multi-pipe pressure regulator for semiconductor manufacturing machines, used for regulating a pressure in a pipeline of at least one semiconductor manufacturing machine coupled to a liquid supply device, comprising: 210 pump drive connectors, respectively provided for coupling an external suction pump, each external suction pump being coupled to the liquid supply device and using the pipeline to couple the at least one semiconductor manufacturing machine, such that the liquid supply device, the modular multi-pipe pressure regulator, and the at least one semiconductor manufacturing machine are coupled to each other through the pipeline to form an integral closed pipeline loop for circulating a liquid; 210 switches, corresponding to the 210 pump drive connectors, respectively; 210 pressure detectors, corresponding to the 210 pump drive connectors, respectively, and installed in the pipeline of a corresponding semiconductor manufacturing machine, for detecting a pressure in the pipeline and feeding back a pressure value; 210 rotation speed regulators, corresponding to the 210 pump drive connectors, respectively, for modulating a rotation speed of a corresponding external suction pump; a controller, having an intelligent computing model and being extended with a plurality of power supply branches and a plurality of signal control lines, the plurality of power supply branches and the plurality of signal control lines being electrically coupled to the 210 pump drive connectors and the 210 rotation speed regulators, the 210 switches being interconnected between the controller and each of the 210 pump drive connectors, and the controller being telecommunicatively coupled to the 210 pressure detectors, such that when the controller receives an external power drive, the controller independently controls an ON or OFF state of each of the 210 switches, and after a switch is turned on, the controller independently controls a corresponding pump drive connector and a corresponding rotation speed regulator, and the corresponding pump drive connector drives the corresponding external suction pump to work and monitor the rotation speed to obtain a plurality of time point rotational speeds, at the same time, the controller receives each pressure value fed back by a corresponding pressure detector, detects each of the pressure values according to a set value, and drives the corresponding rotation speed regulator to regulate the rotation speed of the corresponding external suction pump, so as to maintain a corresponding pressure value of the pipeline within a tolerance range of the set value; and 210 alarms, corresponding to the 210 pump drive connectors, respectively, and electrically coupled to the controller by the plurality of power supply branches and the plurality of signal control lines, the controller detecting the pressure values to obtain an abnormal change of one of the pressure values of the pipeline during a period, and outputting a warning signal by a corresponding alarm, and after outputting the warning signal, the controller waiting for and confirming a corresponding device operation after the modular multi-pipe pressure regulator releases the warning signal, in addition, the controller using the corresponding device operation and new corresponding time point rotational speeds and pressure values, that are subsequently received, to verify an accuracy of the warning signal of a previous time point, so as to learn and modify an intelligent computing model.
2. The modular multi-pipe pressure regulator according to claim 1, wherein, when the controller receives the external power drive to receive a corresponding adaptive pressure setting of the pipeline, the controller sets the corresponding rotation speed regulator according to the set value of the corresponding adaptive pressure setting, and the controller detects each of the pressure values to make the corresponding rotation speed regulator regulate the rotation speed of the corresponding external suction pump accordingly, such that the corresponding pressure value of the pipeline is maintained within the tolerance range of the set value, and when the controller detects the abnormal change of the one of the pressure values of the pipeline during the period, the controller stops an operation of the corresponding rotation speed regulator and does not modify the pressure in the pipeline.
3. The modular multi-pipe pressure regulator according to claim 2, wherein the controller comprises a storage unit, and the controller uses the storage unit, according to a timestamp manner, to sequentially record the plurality of time point rotational speeds of the corresponding external suction pump and synchronously record the set value, each of the pressure values, the warning signal, and the corresponding device operation.
4. The modular multi-pipe pressure regulator according to claim 3, further comprises a display device electrically coupled to the controller for displaying the warning signal.
5. The modular multi-pipe pressure regulator according to claim 4, wherein the controller is telecommunicatively coupled to an external control host, for controlling the controller and reading the storage unit through the external control host, the controller periodically compiles and analyzes, at a cycle time point, each of the set value, the plurality of time point rotational speeds, the pressure values, the warning signal, and the corresponding device operation to form a forecasting work trend report to be sent to the external control host.
6. The modular multi-pipe pressure regulator according to claim 5, wherein the controller uses a linear regression data analysis technique to analyze the plurality of time point rotational speeds and the pressure values in the storage unit to output an aging notice through at least one of the display device and the control host when the controller detects that a suction pressure of the corresponding external suction pump has a gradual decline or rise in trend, which would lead to aging of parts.
7. The modular multi-pipe pressure regulator according to claim 6, wherein the controller or the external control host continuously uses at least one of the new corresponding time point rotational speeds, the pressure values, the warning signal, and the corresponding device operation, recorded by the storage unit after the cycle time point, to verify a prediction accuracy of the forecasting work trend report, so as to learn and modify the intelligent computing model and improve the prediction accuracy of the forecasting work trend report.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0021]
[0022]
[0023]
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
[0024] With reference to
[0025] The switches 11, the pressure detectors 12, the rotation speed regulators 13 and the alarms 14 are configured corresponding to the pump drive connectors 10, and the controller 15 is extended with a plurality of power supply branches 1501 and a plurality of signal control lines 1511. The power supply branches 1501 and the signal control lines 1511 are electrically connected to the pump drive connectors 10, the rotation speed regulators 13 and the alarms 14, the switches 11 are connected between the controller 15 and each of the pump drive connector 10, and the rotation speed regulators 13 are provided for regulating the rotation speed of the corresponding suction pump P. The pressure detectors 12 are installed in the pipeline 30 of the corresponding semiconductor manufacturing machine 3 and telecommunicatively connected to the controller 15 for detecting the pressure in the pipeline 30 and timely feeding back a pressure value 120 to the controller 15.
[0026] The controller 15 includes an intelligent computing model and a storage unit 150, the controller 15 monitors the rotation speed of the corresponding suction pump P through each of the pump drive connectors 10 and receives each of the pressure values 120. When the controller 15 receives the drive of an external power supply (not shown in the figure), the controller independently controls the ON or OFF of each of the switches 11, in order to independently control the corresponding pump drive connector 10, rotation speed regulator 13 and alarm 14 after the switch 11 is turned on, and to drive the corresponding suction pump P to operate through the pump drive connector 10 according to a set value and synchronously monitor the rotation speed of the suction pump P to obtain a plurality of time point rotational speeds Ps; at the same time, the controller 15 detects each of the pressure values 120 fed back by the pressure detector 12 of the corresponding pump drive connector 10 to drive the rotation speed regulator 13 to regulate the rotation speed of the suction pump P,, so as to maintain the pressure value of the pipeline 30 within a tolerance range of the set value.
[0027] In addition, the controller 15 detects the pressure values 120 and outputs a warning signal 140 by the corresponding alarm 14 to warn the manufacturers to pay attention to the abnormality and expediate the elimination of the abnormality after knowing that there is an abnormal change of the pressure values 120 of one of the pipelines 30. Further, after outputting each of the warning signals 140, the controller 15 waits and confirms that the modular multi-pipe pressure regulator 1 has released a corresponding device operation 151 of the warning signal 140. The controller 15 utilizes the corresponding device operation 151 and the subsequently received new time point rotational speeds Ps and pressure values 120 to verify the accuracy of the warning signal 140 of the previous time point to learn and modify the intelligent computing model, so as to improve the accuracy and reliability for the controller 15 to automatically determine what situation is mostly likely to happen.
[0028] With reference to
[0029] The switches 11, the pressure detectors 12, the rotation speed regulators 13 and the alarms 14 are configured corresponding to the pump drive connectors 10, and the controller 15 is extended with a plurality of power supply branches 1501 and a plurality of signal control lines 1511. The power supply branches 1501 and the signal control lines 1511 are electrically connected to the pump drive connectors 10, the rotation speed regulators 13 and the alarms 14 respectively, the switches 11 are connected between the controller 15 and each of the pump drive connectors 10, and the rotation speed regulators 13 is provided for regulating the rotation speed of the corresponding suction pump P. The pressure detectors 12 are installed in the pipeline 30 of the corresponding semiconductor manufacturing machine 3 and telecommunicatively connected to the controller 15 for detecting the pressure in the pipeline 30 and timely feeds back a pressure value 120 to the controller 15. It is noteworthy that each of the pressure detectors 12 can be connected to the controller 15 through a cable or wireless method, and the controller 15 can record a corresponding device code of each of the pressure detectors 12 and the pump drive connector 10 or only a code to complete the corresponding setting of the two. The corresponding setting method is well known by a person having ordinary skill in the art and is not limited to any particular method.
[0030] The controller 15 is telecommunicatively connected to the display device 16, and the controller 15 includes an intelligent computing model and a storage unit 150. The controller 15 monitors the rotation speed of the suction pump P through each of the pump drive connectors 10 and receives each of the pressure values 120. When the controller 15 receives the drive of an external power supply (not shown in the figure), the controller 15 independently controls the ON or OFF of each of the switches 11, so that after the switch 11 is turned on, the controller independently controls the corresponding pump drive connector 10, rotation speed regulator 13 and alarm 14, and uses the pump drive connector 10 to drive the corresponding suction pump P to operate and synchronously monitor the rotation speed of the suction pump P to obtain a plurality of time point rotational speeds Ps; at the same time, the controller 15 receives an adaptive pressure setting of the pipeline 30 to set a set value of the rotation speed regulator 13 according to the adaptive pressure setting.
[0031] Further, the controller 15 detects each of the pressure values 120 fed back by the pressure detector 12 of the corresponding pump drive connector 10, such that the rotation speed regulator 13 regulates the rotation speed of the suction pump P according to the set value to maintain the pressure value of the corresponding pipeline 30 within a tolerance range of the set value. When the controller 15 detects an abnormal change of the pressure values 120 of one of the corresponding pipeline 30 during a period, a warning signal 140 outputted by the corresponding alarm 14 is used, and the display device 16 may also synchronously display the warning signal 140 to warn the manufacturer to pay attention to the abnormality and accelerate the elimination of the abnormality. After the controller 15 outputs each of the warning signals 140, the controller 15 waits and confirms that the modular multi-pipe pressure regulator 1 has released a corresponding device operation 151 of the warning signal 140. At this time, when the controller 15 detects the abnormal change of the pressure values 120 of one of the pipelines 30 during a period of time, the controller 15 stops the operation of the rotation speed regulator 13 and modify the pressure in the pipeline 30 without following the set value. Accordingly, the controller 15 can independently control the operation status of the suction pump P through the pump drive connector 10 to achieve the effect of regulating the pressure in pipeline 30.
[0032] Further, the controller 15 utilizes the corresponding device operation 151 and subsequently received new time point rotational speeds Ps and pressure values 120 to verify the accuracy of the warning signal 140 of the previous time point, so as to learn and modify the intelligent computing model, in hope of allowing the controller 15 to correctly and automatically determine the most likely situation based on changes in pressure without human intervention. It is noteworthy that in another embodiment, the pump drive connectors 10 assembled with one suction pump P can be installed to a same or different semiconductor manufacturing machine 3 as shown in
[0033] In this embodiment, the controller 15 utilizes the storage unit 150 to sequentially record the time point rotational speeds Ps of the suction pump P in a timestamp manner and synchronously record the set value and each of the feedback pressure value 120, warning signal 140 and corresponding device operation 151. In addition, the controller 15 can be telecommunicatively connected to an external control host 4 to control the operation of the control host 4 and read the storage unit 150. The controller 15 utilizes a linear regression data analysis technique to analyze the time point rotational speeds Ps and the pressure values 120 in the storage unit 150, in order to output an aging notice through at least one of the display device 16 and the control host 4 to notify the manufacturers or the back-end administrators about the aging of the suction pump and the requirements for maintenance, replacement and a more rigorous inspection strategy when it is learned that the suction pressure of the suction pump P has a gradual decline or rise in trend, which might lead to aging of the parts.
[0034] The controller 15 periodically compiles and analyzes each of the set values, time point rotational speeds Ps, pressure values 120, warning signals 140 and corresponding device operations 151 stored in the storage unit 150 at a cycle time point to form a forecasting work trend report and sends the forecasting work trend report to the control host 4. Then, the controller 15 or the control host 4 utilizes at least one of the recorded new time point rotational speeds Ps, pressure values 120, warning signals 140 and corresponding device operations 151 stored in the storage unit 150 at the cycle time point to verify the prediction accuracy of the forecasting work trend report, so as to learn and modify the intelligent computing model and improve the prediction accuracy of the forecasting work trend report. In this way, the controller 15 has an automatic learning function and can independently expand the database to gradually improve the accuracy of determination, reduce the misjudgment rate, and save the time of the manufacturers, equipment engineers or back-end administrators.