INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, PROGRAM, AND SUBSTRATE PROCESSING APPARATUS

    公开(公告)号:US20220093409A1

    公开(公告)日:2022-03-24

    申请号:US17425195

    申请日:2019-12-04

    申请人: EBARA CORPORATION

    摘要: A system includes a first artificial intelligence unit that performs learning using a plurality of first learning datasets input values of which are sets of parameters different from each other in a combination of parameter types and output values of which are corresponding performance values of the substrate processing apparatus, and after the learning uses, as an input, each of a plurality of verification datasets including combinations of the parameter types that are same as the combinations of the parameter types at the time of learning, to predict a performance value; a selection unit that selects one set of parameter types from a plurality of sets of parameter types included in the plurality of verification datasets, by using at least one of a value indicating a percentage of correct answer of the predicted performance value, a time required for the learning, and a time required for predicting the performance value; and a second artificial intelligence unit that performs learning using a plurality of second learning datasets an input value of which is a set of past parameter values including the selected set of parameter types and an output value of which is a corresponding past performance value, and after the learning, predicts performance values of the target substrate processing apparatus obtained by changing variable parameters among the parameters including the selected set of parameter types with, as an input, a fixed parameter intrinsically determined for a target substrate processing apparatus among parameters including the selected set of parameter types, and outputs a combination of parameter values yielding a performance value, among the predicted performance values, satisfying an extraction criterion.

    Substrate holding apparatus and polishing apparatus

    公开(公告)号:US10442056B2

    公开(公告)日:2019-10-15

    申请号:US13929295

    申请日:2013-06-27

    申请人: EBARA CORPORATION

    IPC分类号: B24B37/32 B24B37/30

    摘要: A substrate holding apparatus is used for holding a substrate such as a semiconductor wafer in a polishing apparatus for polishing and planarizing the substrate. The substrate holding apparatus includes an elastic membrane, a top ring body for holding the elastic membrane, and a plurality of pressure chambers partitioned by at least one partition wall of the elastic membrane. The substrate is held by a lower surface of the elastic membrane and pressed against the polishing surface with a fluid pressure by supplying a pressurized fluid to the pressure chambers. The substrate holding apparatus further include a stopper configured to limit the inflation of the elastic membrane by being brought into contact with a part of the partition wall of the elastic membrane or an extending member extending from a rear surface of the elastic membrane whose surface serves as a substrate holding surface.

    Elastic membrane, substrate holding apparatus, and polishing apparatus

    公开(公告)号:US10213896B2

    公开(公告)日:2019-02-26

    申请号:US15402703

    申请日:2017-01-10

    申请人: EBARA CORPORATION

    IPC分类号: B24B37/30

    摘要: An elastic membrane capable of precisely controlling a polishing profile in a narrow area of a wafer edge portion is disclosed. The elastic membrane includes a contact portion to be brought into contact with a substrate; a first edge circumferential wall extending upwardly from a peripheral edge of the contact portion; and a second edge circumferential wall having a horizontal portion connected to an inner circumferential surface of the first edge circumferential wall. The inner circumferential surface of the first edge circumferential wall includes an upper inner circumferential surface and a lower inner circumferential surface, both of which are perpendicular to the contact portion. The upper inner circumferential surface extends upwardly from the horizontal portion of the second edge circumferential wall, and the lower inner circumferential surface extends downwardly from the horizontal portion.

    Polishing method and polishing apparatus

    公开(公告)号:US09676076B2

    公开(公告)日:2017-06-13

    申请号:US13916432

    申请日:2013-06-12

    申请人: EBARA CORPORATION

    IPC分类号: B24B37/013

    CPC分类号: B24B37/013

    摘要: A polishing method is used for polishing a film formed on a substrate by pressing the substrate against a polishing pad. The polishing method includes preparing, in advance, an algorithm for correction of polishing time from a relationship between a known amount of wear of the polishing pad or a known thickness of the polishing pad, and a polishing time and a polishing amount; setting a polishing target value for the film; and measuring an amount of wear of the polishing pad or a thickness of the polishing pad. The polishing method further includes determining an optimal polishing time for the polishing target value from the measured amount of wear of the polishing pad or the measured thickness of the polishing pad and from the algorithm; and polishing the film for the determined optimal polishing time.

    Elastic membrane
    9.
    发明授权
    Elastic membrane 有权
    弹性膜

    公开(公告)号:US08859070B2

    公开(公告)日:2014-10-14

    申请号:US13687263

    申请日:2012-11-28

    申请人: Ebara Corporation

    摘要: An elastic member for use in a substrate holding apparatus includes an elastic member and a first reinforcing member. The first reinforcing member has a higher rigidity than the elastic membrane and reinforces substantially an entire area of the contact portion of the elastic membrane. The contact portion of the elastic member has a contact portion for contact with the substrate. The first peripheral wall portion of the elastic membrane is coupled to a peripheral end of the contact portion and extends upwardly. The second peripheral wall portion of the elastic member defines a first chamber on an outer side thereof and a second chamber on an inner side thereof. The first reinforcing member is embedded in substantially the entire area of the contact portion of the elastic membrane.

    摘要翻译: 用于基板保持装置的弹性构件包括弹性构件和第一加强构件。 第一加强构件具有比弹性膜更高的刚性,并且基本上加强弹性膜的接触部分的整个区域。 弹性构件的接触部分具有用于与衬底接触的接触部分。 弹性膜的第一周壁连接到接触部分的外周端并向上延伸。 弹性构件的第二周壁部分在其外侧上限定第一室,在其内侧限定第二室。 第一加强构件嵌入在弹性膜的接触部分的大致整个区域中。

    Substrate processing apparatus
    10.
    发明授权

    公开(公告)号:US11969858B2

    公开(公告)日:2024-04-30

    申请号:US16499576

    申请日:2018-01-16

    申请人: EBARA CORPORATION

    摘要: A substrate processing apparatus includes a substrate polishing unit 40 having a polishing pad for polishing a wafer W, and a top ring 41 for holding a wafer and pressing the wafer against the polishing pad. An elastic membrane 80 for holding a surface opposite to a polishing surface of the wafer W is attached to the top ring 41 as a consumable. The elastic membrane 80 is provided with a plurality of strain sensors 85 and 86 for measuring strain occurring in the elastic membrane 80 during polishing, and data of an amount of strain is read to a control device 15 by detection units 90 and 91. The control device 15 sets a processing condition such as a polishing recipe for the wafer W based on strain information of the elastic membrane 80 measured by the strain sensors.