PROCESS MODELING PLATFORM FOR SUBSTRATE MANUFACTURING SYSTEMS

    公开(公告)号:US20250155883A1

    公开(公告)日:2025-05-15

    申请号:US18939065

    申请日:2024-11-06

    Abstract: In one aspect of the present disclosure, a method includes obtaining, by a processing device, input data indicative of a first set of process parameters. The method further includes providing the input data to a first process model. The method further includes obtaining, from the first process model, first predictive output indicative of performance of a first process operation in accordance with the first set of process parameters. The method further includes providing the first predictive output to a second process model. The method further includes obtaining, from the second process model, second predictive output indicative of performance of a second process operation, different than the first process operation or a repetition of the first process operation, in accordance with the first set of process parameters. The method further includes performing a corrective action in view of the second predictive output.

    Eco-efficiency monitoring and exploration platform for semiconductor manufacturing

    公开(公告)号:US12228905B2

    公开(公告)日:2025-02-18

    申请号:US17548334

    申请日:2021-12-10

    Abstract: Technologies directed to an eco-efficiency monitoring and exploration platform for semiconductor manufacturing. One method includes receiving, by a processing device, first data indicating an update to a substrate fabrication system having a first configuration of manufacturing equipment and operating to one or more process procedures. The method further includes determining, by the processing device, using the first data with a digital replica, environmental resource data. The digital replica includes a digital reproduction of the substrate fabrication system. The environmental resource usage data indicates an environment resource consumption that corresponds to performing the one or more process procedures by the substrate fabrication system incorporating the update. The method further includes providing, by the processing device, the environmental resource usage data for display on a graphical user interface (GUI).

    GROWTH CHAMBER SMART SEASONING
    6.
    发明申请

    公开(公告)号:US20250038053A1

    公开(公告)日:2025-01-30

    申请号:US18361326

    申请日:2023-07-28

    Abstract: A method of analyzing completion of seasoning of semiconductor processing chambers may include training a model using seasoning cycle characteristics data obtained from existing semiconductor processing chambers. A supervised learning process may label the characteristics data based on expert determined identify seasoning completion and may optionally label the characteristics data based on chamber open event information or preventive maintenance information. The trained model may be used to characterize another chamber during seasoning to determine whether seasoning is completed and/or when or how long or how many seasoning cycles may be performed until seasoning is complete.

    Substrate positioning apparatus and methods

    公开(公告)号:US11162168B2

    公开(公告)日:2021-11-02

    申请号:US16512699

    申请日:2019-07-16

    Abstract: Described herein are apparatus and methods used to process a substrate in a chamber, in particular to position a non-round substrate in a holding chamber or a processing chamber. Further described herein are a 3D mapping device that is configured to measure the surface profile of a non-round substrate and a position of the substrate on the robot arm.

    Methods and apparatus for wafer temperature measurement

    公开(公告)号:US10930530B2

    公开(公告)日:2021-02-23

    申请号:US16249588

    申请日:2019-01-16

    Abstract: A method and apparatus to determine a temperature of a substrate using a spectrum of radiation is disclosed herein. In one aspect, a process chamber includes a lamp assembly optically coupled to a spectrometer. The spectrometer is used to determine a temperature of a substrate within the process chamber. A controller is coupled to the spectrometer and controls the lamp assembly to selectively heat and cool the substrate. In another aspect, a method of includes exposing a substrate to a radiation source. A spectrum of radiation is detected by a spectrometer across a substrate. The spectrum of radiation passed through the substrate is determined and used to determine a temperature of the substrate.

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