TWI668078B - 用於選擇研磨參數以產生移除輪廓的電腦程式產品 - Google Patents
用於選擇研磨參數以產生移除輪廓的電腦程式產品 Download PDFInfo
- Publication number
- TWI668078B TWI668078B TW106120666A TW106120666A TWI668078B TW I668078 B TWI668078 B TW I668078B TW 106120666 A TW106120666 A TW 106120666A TW 106120666 A TW106120666 A TW 106120666A TW I668078 B TWI668078 B TW I668078B
- Authority
- TW
- Taiwan
- Prior art keywords
- chamber
- pressure
- substrate
- profile
- computer program
- Prior art date
Links
- 238000005498 polishing Methods 0.000 title claims abstract description 74
- 238000004590 computer program Methods 0.000 title claims description 29
- 239000000758 substrate Substances 0.000 claims abstract description 181
- 230000008859 change Effects 0.000 claims abstract description 12
- 239000000126 substance Substances 0.000 claims abstract description 8
- 238000000227 grinding Methods 0.000 claims description 54
- 238000009826 distribution Methods 0.000 claims description 34
- 238000005259 measurement Methods 0.000 claims description 30
- 238000011065 in-situ storage Methods 0.000 claims description 15
- 230000000694 effects Effects 0.000 claims description 5
- 238000003860 storage Methods 0.000 claims description 3
- 230000008685 targeting Effects 0.000 claims 2
- 238000000034 method Methods 0.000 description 27
- 239000010410 layer Substances 0.000 description 25
- 238000012544 monitoring process Methods 0.000 description 19
- 230000003287 optical effect Effects 0.000 description 16
- 239000000463 material Substances 0.000 description 13
- 239000011159 matrix material Substances 0.000 description 11
- 230000008569 process Effects 0.000 description 9
- 239000004065 semiconductor Substances 0.000 description 7
- 239000002002 slurry Substances 0.000 description 7
- 239000010408 film Substances 0.000 description 6
- 230000006870 function Effects 0.000 description 6
- 238000001228 spectrum Methods 0.000 description 6
- 238000004364 calculation method Methods 0.000 description 5
- 239000000945 filler Substances 0.000 description 5
- 239000012528 membrane Substances 0.000 description 5
- 239000007787 solid Substances 0.000 description 5
- 230000003595 spectral effect Effects 0.000 description 5
- 239000000835 fiber Substances 0.000 description 4
- 238000012886 linear function Methods 0.000 description 4
- 238000005457 optimization Methods 0.000 description 4
- 238000012360 testing method Methods 0.000 description 4
- 238000000151 deposition Methods 0.000 description 3
- 238000003801 milling Methods 0.000 description 3
- 238000005070 sampling Methods 0.000 description 3
- 241000196324 Embryophyta Species 0.000 description 2
- 239000003082 abrasive agent Substances 0.000 description 2
- 230000009471 action Effects 0.000 description 2
- 238000012625 in-situ measurement Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000012546 transfer Methods 0.000 description 2
- 241001354498 Dracophyllum minimum Species 0.000 description 1
- 239000012790 adhesive layer Substances 0.000 description 1
- 230000000712 assembly Effects 0.000 description 1
- 238000000429 assembly Methods 0.000 description 1
- 238000004422 calculation algorithm Methods 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 239000011231 conductive filler Substances 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 230000008021 deposition Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 239000013013 elastic material Substances 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 238000013213 extrapolation Methods 0.000 description 1
- GNPVGFCGXDBREM-UHFFFAOYSA-N germanium atom Chemical compound [Ge] GNPVGFCGXDBREM-UHFFFAOYSA-N 0.000 description 1
- 230000005283 ground state Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000001788 irregular Effects 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- QSHDDOUJBYECFT-UHFFFAOYSA-N mercury Chemical compound [Hg] QSHDDOUJBYECFT-UHFFFAOYSA-N 0.000 description 1
- 229910052753 mercury Inorganic materials 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 238000000206 photolithography Methods 0.000 description 1
- 238000007517 polishing process Methods 0.000 description 1
- 229920002635 polyurethane Polymers 0.000 description 1
- 239000004814 polyurethane Substances 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000004537 pulping Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 229920002379 silicone rubber Polymers 0.000 description 1
- 239000004945 silicone rubber Substances 0.000 description 1
- 239000007779 soft material Substances 0.000 description 1
- 239000010409 thin film Substances 0.000 description 1
- WFKWXMTUELFFGS-UHFFFAOYSA-N tungsten Chemical compound [W] WFKWXMTUELFFGS-UHFFFAOYSA-N 0.000 description 1
- 229910052724 xenon Inorganic materials 0.000 description 1
- FHNFHKCVQCLJFQ-UHFFFAOYSA-N xenon atom Chemical compound [Xe] FHNFHKCVQCLJFQ-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B24—GRINDING; POLISHING
- B24B—MACHINES, DEVICES, OR PROCESSES FOR GRINDING OR POLISHING; DRESSING OR CONDITIONING OF ABRADING SURFACES; FEEDING OF GRINDING, POLISHING, OR LAPPING AGENTS
- B24B37/00—Lapping machines or devices; Accessories
- B24B37/005—Control means for lapping machines or devices
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B24—GRINDING; POLISHING
- B24B—MACHINES, DEVICES, OR PROCESSES FOR GRINDING OR POLISHING; DRESSING OR CONDITIONING OF ABRADING SURFACES; FEEDING OF GRINDING, POLISHING, OR LAPPING AGENTS
- B24B37/00—Lapping machines or devices; Accessories
- B24B37/04—Lapping machines or devices; Accessories designed for working plane surfaces
- B24B37/042—Lapping machines or devices; Accessories designed for working plane surfaces operating processes therefor
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
- G05B19/182—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by the machine tool function, e.g. thread cutting, cam making, tool direction control
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D16/00—Control of fluid pressure
- G05D16/20—Control of fluid pressure characterised by the use of electric means
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/45—Nc applications
- G05B2219/45232—CMP chemical mechanical polishing of wafer
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Mechanical Engineering (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Fluid Mechanics (AREA)
- Human Computer Interaction (AREA)
- Manufacturing & Machinery (AREA)
- Mechanical Treatment Of Semiconductor (AREA)
- Finish Polishing, Edge Sharpening, And Grinding By Specific Grinding Devices (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/098,257 US8774958B2 (en) | 2011-04-29 | 2011-04-29 | Selection of polishing parameters to generate removal profile |
| US13/098,257 | 2011-04-29 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| TW201736043A TW201736043A (zh) | 2017-10-16 |
| TWI668078B true TWI668078B (zh) | 2019-08-11 |
Family
ID=47068573
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW106120666A TWI668078B (zh) | 2011-04-29 | 2012-04-24 | 用於選擇研磨參數以產生移除輪廓的電腦程式產品 |
| TW101114548A TWI637813B (zh) | 2011-04-29 | 2012-04-24 | 選擇研磨參數以產生移除輪廓 |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW101114548A TWI637813B (zh) | 2011-04-29 | 2012-04-24 | 選擇研磨參數以產生移除輪廓 |
Country Status (5)
| Country | Link |
|---|---|
| US (3) | US8774958B2 (enExample) |
| JP (1) | JP2014513434A (enExample) |
| KR (2) | KR101831309B1 (enExample) |
| TW (2) | TWI668078B (enExample) |
| WO (1) | WO2012148859A2 (enExample) |
Families Citing this family (28)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8774958B2 (en) | 2011-04-29 | 2014-07-08 | Applied Materials, Inc. | Selection of polishing parameters to generate removal profile |
| JP5900196B2 (ja) * | 2012-07-05 | 2016-04-06 | 株式会社Sumco | ウェーハの片面研磨方法およびウェーハの片面研磨装置 |
| RU2611096C2 (ru) * | 2012-07-10 | 2017-02-21 | Статойл Петролеум Ас | Расчет параметра анизотропии |
| US9248544B2 (en) * | 2012-07-18 | 2016-02-02 | Applied Materials, Inc. | Endpoint detection during polishing using integrated differential intensity |
| JP6158637B2 (ja) * | 2012-08-28 | 2017-07-05 | 株式会社荏原製作所 | 弾性膜及び基板保持装置 |
| JP6266493B2 (ja) * | 2014-03-20 | 2018-01-24 | 株式会社荏原製作所 | 研磨装置及び研磨方法 |
| TWI658899B (zh) * | 2014-03-31 | 2019-05-11 | 日商荏原製作所股份有限公司 | 研磨裝置及研磨方法 |
| US9610672B2 (en) * | 2014-06-27 | 2017-04-04 | Applied Materials, Inc. | Configurable pressure design for multizone chemical mechanical planarization polishing head |
| KR102276869B1 (ko) * | 2016-06-30 | 2021-07-14 | 어플라이드 머티어리얼스, 인코포레이티드 | 화학적 기계적 연마 자동화된 레시피 생성 |
| TWI816620B (zh) | 2017-04-21 | 2023-09-21 | 美商應用材料股份有限公司 | 使用神經網路來監測的拋光裝置 |
| TWI783037B (zh) * | 2017-09-25 | 2022-11-11 | 美商應用材料股份有限公司 | 使用機器學習方式以產生製程控制參數的半導體製造 |
| TWI794293B (zh) * | 2017-09-25 | 2023-03-01 | 美商應用材料股份有限公司 | 使用製程控制參數矩陣的半導體製造 |
| JP7068831B2 (ja) * | 2018-01-18 | 2022-05-17 | 株式会社荏原製作所 | 研磨装置 |
| JP6983306B2 (ja) * | 2018-03-12 | 2021-12-17 | 東京エレクトロン株式会社 | 基板の反り修正方法、コンピュータ記憶媒体及び基板反り修正装置 |
| TWI825075B (zh) | 2018-04-03 | 2023-12-11 | 美商應用材料股份有限公司 | 針對墊子厚度使用機器學習及補償的拋光裝置、拋光系統、方法及電腦儲存媒體 |
| US12017322B2 (en) | 2018-08-14 | 2024-06-25 | Taiwan Semiconductor Manufacturing Co., Ltd. | Chemical mechanical polishing method |
| US12447578B2 (en) | 2018-09-26 | 2025-10-21 | Applied Materials, Inc. | Compensation for substrate doping in edge reconstruction for in-situ electromagnetic inductive monitoring |
| EP3640972A1 (en) * | 2018-10-18 | 2020-04-22 | ASML Netherlands B.V. | System and method for facilitating chemical mechanical polishing |
| US11989492B2 (en) * | 2018-12-26 | 2024-05-21 | Applied Materials, Inc. | Preston matrix generator |
| TWI850338B (zh) * | 2019-02-28 | 2024-08-01 | 美商應用材料股份有限公司 | 拋光墊、化學機械拋光系統、及控制拋光墊的背襯層的剛度的方法 |
| US11282755B2 (en) | 2019-08-27 | 2022-03-22 | Applied Materials, Inc. | Asymmetry correction via oriented wafer loading |
| WO2021061477A1 (en) * | 2019-09-27 | 2021-04-01 | Corning Incorporated | Devices, systems, and methods of generating and providing a target topographic map for finishing a photomask blank subject to functional requirements on flatness |
| US12311494B2 (en) | 2021-03-03 | 2025-05-27 | Applied Materials, Inc. | Pressure signals during motor torque monitoring to provide spatial resolution |
| US11931853B2 (en) * | 2021-03-05 | 2024-03-19 | Applied Materials, Inc. | Control of processing parameters for substrate polishing with angularly distributed zones using cost function |
| US11969854B2 (en) | 2021-03-05 | 2024-04-30 | Applied Materials, Inc. | Control of processing parameters during substrate polishing using expected future parameter changes |
| CN113159121B (zh) * | 2021-03-16 | 2022-07-19 | 华中科技大学 | 基于先验知识模型的机器人磨抛去除量预测方法及设备 |
| US20220362903A1 (en) * | 2021-05-12 | 2022-11-17 | Taiwan Semiconductor Manufacturing Co., Ltd. | Multiple polishing heads with cross-zone pressure element distributions for cmp |
| US20250114896A1 (en) * | 2023-10-05 | 2025-04-10 | Applied Materials, Inc. | Individually rotatable platens and control of carrier head sweep |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6544103B1 (en) * | 2000-11-28 | 2003-04-08 | Speedfam-Ipec Corporation | Method to determine optimum geometry of a multizone carrier |
| US20040023606A1 (en) * | 2002-01-17 | 2004-02-05 | Yuchun Wang | Advanced chemical mechanical polishing system with smart endpoint detection |
| CN1554118A (zh) * | 2001-06-19 | 2004-12-08 | Ӧ�ò��Ϲ�˾ | 提供去除速率曲线处理的化学机械抛光设备的反馈控制 |
| JP2006043873A (ja) * | 2004-07-09 | 2006-02-16 | Ebara Corp | 研磨プロファイル又は研磨量の予測方法、研磨方法及び研磨装置、プログラム、記憶媒体 |
| TW200607604A (en) * | 2004-06-21 | 2006-03-01 | Ebara Corp | Polishing apparatus and polishing method |
| TW200822204A (en) * | 2006-09-12 | 2008-05-16 | Ebara Corp | Polishing apparatus and polishing method |
Family Cites Families (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6439964B1 (en) * | 1999-10-12 | 2002-08-27 | Applied Materials, Inc. | Method of controlling a polishing machine |
| US6540591B1 (en) * | 2001-04-18 | 2003-04-01 | Alexander J. Pasadyn | Method and apparatus for post-polish thickness and uniformity control |
| US7698012B2 (en) | 2001-06-19 | 2010-04-13 | Applied Materials, Inc. | Dynamic metrology schemes and sampling schemes for advanced process control in semiconductor processing |
| US20050070205A1 (en) | 2003-09-30 | 2005-03-31 | Speedfam-Ipec Corporation | Integrated pressure control system for workpiece carrier |
| US6932671B1 (en) * | 2004-05-05 | 2005-08-23 | Novellus Systems, Inc. | Method for controlling a chemical mechanical polishing (CMP) operation |
| US7150673B2 (en) * | 2004-07-09 | 2006-12-19 | Ebara Corporation | Method for estimating polishing profile or polishing amount, polishing method and polishing apparatus |
| US7115017B1 (en) | 2006-03-31 | 2006-10-03 | Novellus Systems, Inc. | Methods for controlling the pressures of adjustable pressure zones of a work piece carrier during chemical mechanical planarization |
| US7699688B2 (en) | 2006-11-22 | 2010-04-20 | Applied Materials, Inc. | Carrier ring for carrier head |
| US8774958B2 (en) | 2011-04-29 | 2014-07-08 | Applied Materials, Inc. | Selection of polishing parameters to generate removal profile |
-
2011
- 2011-04-29 US US13/098,257 patent/US8774958B2/en active Active
-
2012
- 2012-04-23 KR KR1020137031787A patent/KR101831309B1/ko active Active
- 2012-04-23 KR KR1020177015865A patent/KR101834711B1/ko active Active
- 2012-04-23 WO PCT/US2012/034702 patent/WO2012148859A2/en not_active Ceased
- 2012-04-23 JP JP2014508469A patent/JP2014513434A/ja active Pending
- 2012-04-24 TW TW106120666A patent/TWI668078B/zh active
- 2012-04-24 TW TW101114548A patent/TWI637813B/zh active
-
2014
- 2014-06-02 US US14/293,776 patent/US9213340B2/en active Active
-
2015
- 2015-12-14 US US14/968,546 patent/US10493590B2/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6544103B1 (en) * | 2000-11-28 | 2003-04-08 | Speedfam-Ipec Corporation | Method to determine optimum geometry of a multizone carrier |
| CN1554118A (zh) * | 2001-06-19 | 2004-12-08 | Ӧ�ò��Ϲ�˾ | 提供去除速率曲线处理的化学机械抛光设备的反馈控制 |
| US20070102116A1 (en) * | 2001-06-19 | 2007-05-10 | Applied Materials, Inc. | Feedback control of chemical mechanical polishing device providing manipulation of removal rate profiles |
| US20040023606A1 (en) * | 2002-01-17 | 2004-02-05 | Yuchun Wang | Advanced chemical mechanical polishing system with smart endpoint detection |
| TW200607604A (en) * | 2004-06-21 | 2006-03-01 | Ebara Corp | Polishing apparatus and polishing method |
| JP2006043873A (ja) * | 2004-07-09 | 2006-02-16 | Ebara Corp | 研磨プロファイル又は研磨量の予測方法、研磨方法及び研磨装置、プログラム、記憶媒体 |
| TW200822204A (en) * | 2006-09-12 | 2008-05-16 | Ebara Corp | Polishing apparatus and polishing method |
Also Published As
| Publication number | Publication date |
|---|---|
| TW201736043A (zh) | 2017-10-16 |
| TWI637813B (zh) | 2018-10-11 |
| WO2012148859A3 (en) | 2013-03-21 |
| US9213340B2 (en) | 2015-12-15 |
| US8774958B2 (en) | 2014-07-08 |
| TW201313392A (zh) | 2013-04-01 |
| WO2012148859A2 (en) | 2012-11-01 |
| KR101831309B1 (ko) | 2018-02-22 |
| US20120277897A1 (en) | 2012-11-01 |
| JP2014513434A (ja) | 2014-05-29 |
| US20160096251A1 (en) | 2016-04-07 |
| US10493590B2 (en) | 2019-12-03 |
| KR101834711B1 (ko) | 2018-03-05 |
| KR20140028045A (ko) | 2014-03-07 |
| US20140277670A1 (en) | 2014-09-18 |
| KR20170071609A (ko) | 2017-06-23 |
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