Abstract: A fluid measurement sensor and a mass flow controller are provided. The fluid measurement sensor includes a sensor base, a cover plate, a housing, a sensing tube, and a thermal insulation layer; the housing is connected to the sensor base, the cover plate is connected to the housing from one side of the housing, an inner sidewall of the housing is provided with a first half groove, an inner sidewall of the cover plate is provided with a second half groove, and the first half groove and the second half groove form a mounting groove; and the sensing tube is provided with windings wound round the sensing tube, the sensing tube wrapped by the thermal insulation layer is disposed in the mounting groove, and two ends of the sensing tube penetrate through the sensor base.

Abstract: A method for constructing and training a Decentralized Migration Diagram Neutral Network (DMDNN) model for a production process, including: determining a production task input management node, distributed management nodes and a granularity of each of the distributed management nodes, and constructing a production system network; constructing network calculation nodes on each of the distributed management nodes; constructing and training a DMDNN model; and applying the trained DMDNN model in management and control of the production process.

Abstract: A method for constructing and training a Decentralized Migration Diagram Neutral Network (DMDNN) model for a production process, including: determining a production task input management node, distributed management nodes and a granularity of each of the distributed management nodes, and constructing a production system network; constructing network calculation nodes on each of the distributed management nodes; constructing and training a DMDNN model; and applying the trained DMDNN model in management and control of the production process.

Abstract: The present disclosure provides a fluid sensor and a mass flow controller. The fluid sensor comprises at least two measuring tubes whose diameters have a proportional relationship. The fluid sensor provided by the present disclosure can guarantee measurement accuracy in a whole measurement range and also can improve device reliability.

Abstract: The present disclosure provides a gas flow regulating device and a mass flow controller. The gas flow regulating device includes: a valve port component, in which a first inlet channel is provided; a push rod component, in which a first through hole is provided, a push rod being provided in the first through hole, a first end surface of the push rod facing a gas outlet end of the first inlet channel, and the push rod being elastically connected with the push rod component through an elastic diaphragm; and a driving assembly configured to drive the push rod to move along a direction of approaching or leaving the first inlet channel to cause the first end surface of the push rod to be in contact with and seal or separate from the gas outlet end of the first inlet channel. In the gas flow regulating device, the structure can be simplified, the number of parts in contact with gas can be reduced, and the fault caused by the failure of a spring piece can be avoided.

Abstract: The present disclosure provides a fluid sensor and a mass flow controller. The fluid sensor comprises at least two measuring tubes whose diameters have a proportional relationship. The fluid sensor provided by the present disclosure can guarantee measurement accuracy in a whole measurement range and also can improve device reliability.

Abstract: The present disclosure provides a gas flow regulating device and a mass flow controller. The gas flow regulating device includes: a valve port component, in which a first inlet channel is provided; a push rod component, in which a first through hole is provided, a push rod being provided in the first through hole, a first end surface of the push rod facing a gas outlet end of the first inlet channel, and the push rod being elastically connected with the push rod component through an elastic diaphragm; and a driving assembly configured to drive the push rod to move along a direction of approaching or leaving the first inlet channel to cause the first end surface of the push rod to be in contact with and seal or separate from the gas outlet end of the first inlet channel. In the gas flow regulating device, the structure can be simplified, the number of parts in contact with gas can be reduced, and the fault caused by the failure of a spring piece can be avoided.

Abstract: Disclosed are an optimization method and a system based on a screwdriving technology in mobile phone manufacturing. The method comprises: acquiring mobile phone machining data; establishing a technological framework; determining initial screwdriving technological parameters and a range of the screwdriving technological parameters by a neural network algorithm; building a digital twin model of a screwdriving device by a digital twin technology and establishing a virtual-real synchronous real-object simulation platform to make a real object and a simulation model run synchronously; integrating the digital twin model of the screwdriving device with each module to synchronize data of the screwdriving device with data of each module; and if screwdriving feedback information is abnormal, optimizing the screwdriving technology according to the range of the parameters.

Abstract: An apparatus of mass flow controlling for use in an integrated gas delivery system, comprising an input terminal, a sensor unit, an electromagnetic valve, and a control unit. The control unit comprises an A/D converter, a microprocessor, and a valve control circuit. The A/D converter converts a flow rate setting signal inputted by the input terminal into a first digital signal, and converts a flow rate detection signal outputted by the sensor unit into a second digital signal. The microprocessor further comprises a control module and a calculation module. The valve control circuit opens the electromagnetic valve according to the first control signal only, and further regulates an openness of the electromagnetic valve according to the first control signal and the second control signal. It is concluded that response time of the mass flow control apparatus of the present invention is shorten, and control quality is improved.

Abstract: An apparatus of mass flow controlling for use in an integrated gas delivery system, comprising an input terminal, a sensor unit, an electromagnetic valve, and a control unit. The control unit comprises an A/D converter, a microprocessor, and a valve control circuit. The A/D converter converts a flow rate setting signal inputted by the input terminal into a first digital signal, and converts a flow rate detection signal outputted by the sensor unit into a second digital signal. The microprocessor further comprises a control module and a calculation module. The valve control circuit opens the electromagnetic valve according to the first control signal only, and further regulates an openness of the electromagnetic valve according to the first control signal and the second control signal. It is concluded that response time of the mass flow control apparatus of the present invention is shorten, and control quality is improved.