SlideShare a Scribd company logo
1 of 28
MOCVD半導體製程即時監控系統
Speaker: Ju-Yi Lee
Department of Mechanical Engineering, National Central University, Taiwan.
Outline
1. Introduction
2. Principle
3. System configuration
4. Experiments & Results
5. Conclusion
INTRODUCTION
Background
Literatures review
Commercial products
Purpose
紅豆餅
Background
• Thin film deposition
• Metal Organic Chemical Vapor Deposition
 Application
- Solar cell
- Power chip
 Process condition
- High temperature
- High vacuum
Deposition
Chemical Vapor Deposition
MOCVD
PECVD
Physical Vapor Deposition
Evaporation
Sputtering
Vapor
Deposition
Liquid Phase
Epitaxy
Wafer
Curvature
Growth
Rate
Film
Uniformity
Wafer
Temperature
Source: itri
Literatures review (Growth rate & Temperature)
• Thin film growth rate measurement
 Quartz crystal microbalance
a
 Reflectance interferometry
b
• Temperature measurement
 Two-color and Multi-wavelength pyrometry
c
a: C. S. Lu and O. Lewis, “Investigation of film ‐ thickness determination by oscillating quartz
resonators with large mass load”, 1972.
b: J.A. Dobrowolski, “Optical Properties of Thin Films and Coating” Chap.42 of Handbook of Optics,
McGraw-Hill, Inc, 1995.
c: B. Müller, U. Renz, “Development of a fast fiber-optic two-color pyrometer for the temperature
measurement of surfaces with varying emissivities”, Review of Scientific Instruments, 2001.
Source: ADVANTEST
Source: c
Literatures review (Temperature on surface)
• Wafer materials:Si, Sapphire, SiC, etc.
• GaN/InGaN layer measurement
Material transmittance
400 nm wavelength
No Fabry-Pérot interferometer
Literatures review (Wafer curvature)
• LayTec EpiCurveTT:
 Curvature range: -7000 km-1(convex) to +800 km-1(concave)
 Aspherical bowing curvature measurements with an
Advanced Resolution option
Source:LayTec
Commercial products
• FRT, kSA, LayTec, etc.
• The accuracy of equipment:
e.g., LayTec EpiTT
» Typical growth rate accuracy better than ±1%
» Typical wafer temperature accuracy better than ±1℃
Purpose
• Monitor of wafer parameters
Growth rate & Temperature monitoring devices
Enhance quality
Cost down
Source: LayTec
PRINCIPLE
Measurement of Growth rate
Blackbody Radiation Theorem
Measurement of Temperature
Curvature measurement
Measurement of Growth rate
• Index of refraction and growth rate
  nfsolven 
nTn
w
G
24




nGw

4

sL RRR  0
T
w
2

2
2
2
0
2
0
)(
)(
)(
)(
s
s
L
nn
nn
nn
nn
R






             021214214122f(n)
222234
 LsssLssssLsLL RnnnnRnnnnnRnnRnR
)cos(21
)cos(2
00
002


ss
ss
RRRR
RRRR
rR



nGtnd





22

Substrate
Light Ii
Reflected
Light Io
2
22
2
2
0
2
0
2
0
02
00
)(
)(
)(
)(
s
s
s
s
ss
nn
nn
NN
NN
rR
nn
nn
NN
NN
rR












Blackbody Radiation Theorem
0 1000 2000 3000 4000 5000 6000 7000
0
5
10
15
20
25
30
600℃
700℃
800℃
900℃
1000℃
1100℃
1200℃
(nm)
E
b
(Wm-2
sr-1
nm-1
)
• Planck’s law
 
1
1
,
2
5
1


T
cb
e
c
TE



• Kirchhoff’s law
• Real-body radiation
   TETE breal ,,  



 1
  1
1c
2c
: Planck’s first constant
: Planck’s second constant


: Absorption
: Reflectance
 : Transmittance
 : Emissivity
Measurement of temperature
• Opaque & Specular substrate
1
T
=
1
Tcal
-
l
c2
ln
s
scal
R 1
• Temperature equation
• Thermal signal
s = C0 eEb = C0 e
c1
l5
exp -
c2
lT
æ
è
ç
ö
ø
÷
r
A
r

s
Filter
Detector
0C : System constant
cal: Calibration parameter
PD
PC
DAQ
NBF(switch)
Lens
Lens
BS
LD
Lock-in
Amplifier
Wafer
View port
Vacuum
Chamber
FG
System configuration(Temperature & Growth rate)
Lens
Lens
BS
NBF
Wafer
LD
LD
Lens
PD
NBF
BS
Wafer
PD
Measurement system schematic diagram and optical configuration
400 nm
635 nm
940 nm
翹曲量測
• 提出一套創新的晶圓翹曲量測技術
• 此套技術以疊紋理論、閃頻技術等進行高速旋轉下
晶圓翹曲量測
與台灣科技大學機械系謝宏麟教授團隊共同合作逐點掃描式量測系統
閃頻式量測系統
EXPERIMENTS & RESULTS
Air film simulation
• 以空氣膜實驗來模擬薄膜沉積,並驗
證系統量測能力
• 以位移台去推動楔形稜鏡來模擬薄膜
生長之情形
時間範圍
(秒)
折射率 折射率
差量
(%)
空氣膜
成長速率
(nm/s)
位移平台
移動速率
(nm/s)
成長速率
差量
(%)
0-30 1.0042 0.39 26.06 26.18 -0.46
30-60 1.0041 0.39 26.37 26.29 0.30
60-90 1.0045 0.40 59.08 59.32 0.40
90-120 1.0044 0.40 59.10 59.01 0.15
120-150 1.0039 0.39 83.21 83.70 -0.58
150-180 1.0040 0.39 83.25 83.62 -0.42空氣膜實驗架構圖
ZnO thin film deposition
Index of refraction Thin film thickness (mm)
Reference Measured Reference Measured
1.998 1.96 0.2727 0.272*
Relative difference: 2% Relative difference: 0.3%
Table. 1 Measurement results of the ZnO thin film
Measured thickness = Growth rate × depositing time
= 0.1515 Å /s × 5 hr
• The ZnO thin film deposit on the silicon wafer
• Monitor the growth rate, refractive index, thickness of ZnO
ZnO deposit on the wafer by radio-frequency
sputter
Reflectance Curve of ZnO film
Wafer temperature measurement
CP 400 nm 940 nm
(a). (b). (b)-(a) (c). (c)-(a)
455.4 450.5 -4.9 456.5 1.1
542.1 540.4 -2.3 541.3 -0.8
615.5 615.1 -0.4 615.7 0.2
701.7 702.0 0.3 701.8 0.1
781.6 780.8 -0.8 781.2 -0.4
858.5 858.6 0.1 858.6 0.1
943.0 943.2 0.2 943.1 0.1
Table. 2 The Measurement results and compare with
commercial pyrometer, (a) measured by commercial pyrometer,
CP, (b) by 400 nm NBF, and (c) by 940 nm NBF. (unit: °C).
Measurement system set on the heating chamber
600 650 700 750 800 850 900 950 1000
-3
-2
-1
0
1
2
3
Time(s)
Temperature(℃)
System resolution:0.67 ℃ at 580 ℃
• Heating single silicon wafer by the heating
vacuum chamber
• Monitor the wafer surface temperature and
analysis the system resolution
高速旋轉下晶圓溫度量測
0 0.06 0.12 0.18 0.24 0.3 0.36 0.42 0.48 0.54 0.6
500
520
540
560
580
600
620
640
660
Time(s)
Temperature(?)
PMT-200rpm
轉速/
光偵測器
200rpm 400rpm 800rpm
PDA 0.42℃ 0.46℃ 0.56℃
APD -0.58℃ -1℃ 0.48℃
PMT -0.24℃ -0.56℃ 0.2℃
與靜止時量測矽晶圓溫度(550.1℃)差量 於200rpm下資料擷取圖形
晶圓
載盤
• 因製程需求,晶圓在製程時需要以旋轉來達
到良好的薄膜均勻性
• 將一矽晶圓放置於加熱腔體,待加熱穩定後,
進行不同轉速的驗證系統
• 接收940 nm波段熱輻射來進行量測
• 400 nm波段之熱輻射訊號太弱,再進行旋轉
量測時無法解析
膜厚/溫度量測系統整合
成長速率
(nm/s)
未發射率補
償之
直流項溫度
(℃)
具發射率補
償之
直流項溫度
(℃)
差量
(℃)
13.11 602.35 600.15 2.2
29.71 602.25 600.15 2.1
• 膜厚量測所得反射率,經由克希荷夫定律推得其
發射率,藉由此發射率來校正溫度量測結果。
整合系統量測架構圖
溫度歷時曲線與補償前後差量結果
驗證傾斜角度晶圓翹曲量測能力
• 驗證本量測系統具備全域式傾斜角
度量測能力
量測結果:
藍寶石晶圓翹曲量測
• 量測藍寶石晶圓翹曲與表面輪廓重
建
量測
位置
10mm
高度值
(μm)
15mm
高度值
(μm)
20mm
高度值
(μm)
25mm
高度值
(μm)
30mm
高度值
(μm)
35mm
高度值
(μm)
1(黑) 3.67 6.28 8.30 8.21 6.13 3.28
2(紅) 5.21 8.01 9.84 9.75 7.52 4.48
3(藍) 7.04 9.94 12.11 11.42 9.31 6.29
4(粉) 5.58 8.74 11.42 10.61 8.03 4.74
5(綠) 4.45 7.64 9.32 8.82 6.34 3.12
pitch:100 μm
於高速旋轉下晶圓翹曲量測
• 放置一藍寶石晶圓於旋轉平台上進行旋轉
• 分別進行700 rpm、1100 rpm、1500 rpm轉速下的晶
圓翹曲量測
700rpm 1100rpm 1500rpm
Conclusion
• An in-situ monitoring system for MOCVD process
• Performance(compared with commercial pyrometer)
Thin film parameters measurement
» Relative difference of refractive index < 2%
» Relative difference of thickness < 0.3%
Temperature measurement
» Relative difference is less than 1%
» Measurement limit:above 450 ℃
Wafer curvature measurement
» Relative difference is about 1%
Conclusion
• Future works
Improve dynamic measurement
Modular & Compatible
High quality hardware
- Cooling system
- Low noise
Thank you for your listening
Acknowledge: This research was supported by the
Ministry of Science and Technology, Taiwan
(MOST 104-2218-E-008-002)

More Related Content

What's hot

Epitaxial Crystal Growth: Methods & Analysis
Epitaxial Crystal Growth: Methods & Analysis Epitaxial Crystal Growth: Methods & Analysis
Epitaxial Crystal Growth: Methods & Analysis KaŃnán RãjËev
 
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...Yole Developpement
 
08. Micro- & Nano-Fabrication
08. Micro- & Nano-Fabrication08. Micro- & Nano-Fabrication
08. Micro- & Nano-FabricationGiuseppe Maruccio
 
Ion beam etching (or) Ion milling
Ion beam etching (or) Ion millingIon beam etching (or) Ion milling
Ion beam etching (or) Ion millingBoda Omkareshwar
 
EUV Lithography Final
EUV Lithography FinalEUV Lithography Final
EUV Lithography FinalEhud Ben Ari
 
Pcb 용어사전
Pcb 용어사전Pcb 용어사전
Pcb 용어사전windove
 
Epitaxy techniques
Epitaxy techniquesEpitaxy techniques
Epitaxy techniquescherukurir
 
Epitaxy, Epitaxial Growth--ABU SYED KUET
Epitaxy, Epitaxial Growth--ABU SYED KUETEpitaxy, Epitaxial Growth--ABU SYED KUET
Epitaxy, Epitaxial Growth--ABU SYED KUETA. S. M. Jannatul Islam
 
Fully depleted silicon insulator
Fully depleted silicon insulatorFully depleted silicon insulator
Fully depleted silicon insulatorsandeep sandy
 
Semiconductor laser
Semiconductor laserSemiconductor laser
Semiconductor laserKunsaHaho
 
2011 年會-IC封測產業技術發展現況與未來挑戰
2011 年會-IC封測產業技術發展現況與未來挑戰2011 年會-IC封測產業技術發展現況與未來挑戰
2011 年會-IC封測產業技術發展現況與未來挑戰CHENHuiMei
 
Electron projection lithography
Electron projection lithographyElectron projection lithography
Electron projection lithographyasmamaqsood4
 
GaN and SiC for power electronics applications 2015 Report by Yole Developpement
GaN and SiC for power electronics applications 2015 Report by Yole DeveloppementGaN and SiC for power electronics applications 2015 Report by Yole Developpement
GaN and SiC for power electronics applications 2015 Report by Yole DeveloppementYole Developpement
 
Ic tech unit 5- VLSI Process Integration
Ic tech unit 5- VLSI Process IntegrationIc tech unit 5- VLSI Process Integration
Ic tech unit 5- VLSI Process Integrationkriticka sharma
 
초급 도금두께 편차 및 전류분포
초급 도금두께 편차 및 전류분포초급 도금두께 편차 및 전류분포
초급 도금두께 편차 및 전류분포jihoonwoo4
 
Robust and Reliable Thin-Film OLED Encapsulation
Robust and Reliable Thin-Film OLED EncapsulationRobust and Reliable Thin-Film OLED Encapsulation
Robust and Reliable Thin-Film OLED EncapsulationBeneq
 

What's hot (20)

Epitaxial Crystal Growth: Methods & Analysis
Epitaxial Crystal Growth: Methods & Analysis Epitaxial Crystal Growth: Methods & Analysis
Epitaxial Crystal Growth: Methods & Analysis
 
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...
2.5D / 3D TSV & Wafer-Level Stacking: Technology & Market Updates 2019 Report...
 
wet etching
wet etchingwet etching
wet etching
 
08. Micro- & Nano-Fabrication
08. Micro- & Nano-Fabrication08. Micro- & Nano-Fabrication
08. Micro- & Nano-Fabrication
 
Molecular beam epitaxy
Molecular beam epitaxyMolecular beam epitaxy
Molecular beam epitaxy
 
Ion beam etching (or) Ion milling
Ion beam etching (or) Ion millingIon beam etching (or) Ion milling
Ion beam etching (or) Ion milling
 
Epitaxial growth - Fabrication
Epitaxial growth - FabricationEpitaxial growth - Fabrication
Epitaxial growth - Fabrication
 
EUV Lithography Final
EUV Lithography FinalEUV Lithography Final
EUV Lithography Final
 
Pcb 용어사전
Pcb 용어사전Pcb 용어사전
Pcb 용어사전
 
Epitaxy techniques
Epitaxy techniquesEpitaxy techniques
Epitaxy techniques
 
Epitaxy, Epitaxial Growth--ABU SYED KUET
Epitaxy, Epitaxial Growth--ABU SYED KUETEpitaxy, Epitaxial Growth--ABU SYED KUET
Epitaxy, Epitaxial Growth--ABU SYED KUET
 
Fully depleted silicon insulator
Fully depleted silicon insulatorFully depleted silicon insulator
Fully depleted silicon insulator
 
Semiconductor laser
Semiconductor laserSemiconductor laser
Semiconductor laser
 
2011 年會-IC封測產業技術發展現況與未來挑戰
2011 年會-IC封測產業技術發展現況與未來挑戰2011 年會-IC封測產業技術發展現況與未來挑戰
2011 年會-IC封測產業技術發展現況與未來挑戰
 
Electron projection lithography
Electron projection lithographyElectron projection lithography
Electron projection lithography
 
GaN and SiC for power electronics applications 2015 Report by Yole Developpement
GaN and SiC for power electronics applications 2015 Report by Yole DeveloppementGaN and SiC for power electronics applications 2015 Report by Yole Developpement
GaN and SiC for power electronics applications 2015 Report by Yole Developpement
 
Nand 4011 design
Nand 4011 designNand 4011 design
Nand 4011 design
 
Ic tech unit 5- VLSI Process Integration
Ic tech unit 5- VLSI Process IntegrationIc tech unit 5- VLSI Process Integration
Ic tech unit 5- VLSI Process Integration
 
초급 도금두께 편차 및 전류분포
초급 도금두께 편차 및 전류분포초급 도금두께 편차 및 전류분포
초급 도금두께 편차 및 전류분포
 
Robust and Reliable Thin-Film OLED Encapsulation
Robust and Reliable Thin-Film OLED EncapsulationRobust and Reliable Thin-Film OLED Encapsulation
Robust and Reliable Thin-Film OLED Encapsulation
 

Similar to MOCVD半導體製程即時監控系統

Daniel adrien franco lespinasse - status of magnetron sputtered qwr
Daniel adrien franco lespinasse - status of magnetron sputtered qwrDaniel adrien franco lespinasse - status of magnetron sputtered qwr
Daniel adrien franco lespinasse - status of magnetron sputtered qwrthinfilmsworkshop
 
poster New Mexico Consortium 2015
poster New Mexico Consortium 2015poster New Mexico Consortium 2015
poster New Mexico Consortium 2015Swayandipta Dey
 
Nanotechnology and display applications.pdf
Nanotechnology and display applications.pdfNanotechnology and display applications.pdf
Nanotechnology and display applications.pdfNirmalM15
 
Enhancement in the efficiency of solar cells final ppt
Enhancement in the efficiency of solar cells final pptEnhancement in the efficiency of solar cells final ppt
Enhancement in the efficiency of solar cells final pptSwapnil Agarwal
 
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...C. David Kearsley
 
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...M. Faisal Halim
 
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.Dynasil Corporation of America
 
ChemFET fabrication, device physics and sensing mechanism
ChemFET fabrication, device physics and sensing mechanismChemFET fabrication, device physics and sensing mechanism
ChemFET fabrication, device physics and sensing mechanismRichard Yang
 
Srsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometrySrsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometryssuser29ce41
 
Optimization for the fabrication of ternary halide perovskite solar cells via...
Optimization for the fabrication of ternary halide perovskite solar cells via...Optimization for the fabrication of ternary halide perovskite solar cells via...
Optimization for the fabrication of ternary halide perovskite solar cells via...CHUN-HAO KUNG
 
Enhancement of dye solar cell by adding n ps
Enhancement of dye solar cell by adding n psEnhancement of dye solar cell by adding n ps
Enhancement of dye solar cell by adding n psGufranSattar1
 
Low temperature characterisation of superconducting thin film materials
Low temperature characterisation of superconducting thin film materialsLow temperature characterisation of superconducting thin film materials
Low temperature characterisation of superconducting thin film materialsKleanthis Erotokritou
 
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...Pawan Kumar
 
Joe Kelleher Presentation (May 27th 2014)
Joe Kelleher Presentation (May 27th 2014)Joe Kelleher Presentation (May 27th 2014)
Joe Kelleher Presentation (May 27th 2014)Roadshow2014
 
Synthesis and characterization of structural and Magnetic Properties of ZnO d...
Synthesis and characterization of structural and Magnetic Properties of ZnO d...Synthesis and characterization of structural and Magnetic Properties of ZnO d...
Synthesis and characterization of structural and Magnetic Properties of ZnO d...IRJET Journal
 

Similar to MOCVD半導體製程即時監控系統 (20)

Daniel adrien franco lespinasse - status of magnetron sputtered qwr
Daniel adrien franco lespinasse - status of magnetron sputtered qwrDaniel adrien franco lespinasse - status of magnetron sputtered qwr
Daniel adrien franco lespinasse - status of magnetron sputtered qwr
 
poster New Mexico Consortium 2015
poster New Mexico Consortium 2015poster New Mexico Consortium 2015
poster New Mexico Consortium 2015
 
Nanotechnology and display applications.pdf
Nanotechnology and display applications.pdfNanotechnology and display applications.pdf
Nanotechnology and display applications.pdf
 
Enhancement in the efficiency of solar cells final ppt
Enhancement in the efficiency of solar cells final pptEnhancement in the efficiency of solar cells final ppt
Enhancement in the efficiency of solar cells final ppt
 
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...
presentationsample_KAKE_cosmicraytelescope_final-presentation_REVISED_3D_26JU...
 
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...
Analysis Of Carbon Nanotubes And Quantum Dots In A Photovoltaic Device Slide ...
 
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.
Advances in Scintillation Material - Dr. Kanai Shah, President, RMD, Inc.
 
ChemFET fabrication, device physics and sensing mechanism
ChemFET fabrication, device physics and sensing mechanismChemFET fabrication, device physics and sensing mechanism
ChemFET fabrication, device physics and sensing mechanism
 
Srsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometrySrsc 04 lecture 2 source based radiometry
Srsc 04 lecture 2 source based radiometry
 
Gupta Roy MS Thesis Defense
Gupta Roy MS Thesis DefenseGupta Roy MS Thesis Defense
Gupta Roy MS Thesis Defense
 
Optimization for the fabrication of ternary halide perovskite solar cells via...
Optimization for the fabrication of ternary halide perovskite solar cells via...Optimization for the fabrication of ternary halide perovskite solar cells via...
Optimization for the fabrication of ternary halide perovskite solar cells via...
 
Enhancement of dye solar cell by adding n ps
Enhancement of dye solar cell by adding n psEnhancement of dye solar cell by adding n ps
Enhancement of dye solar cell by adding n ps
 
Low temperature characterisation of superconducting thin film materials
Low temperature characterisation of superconducting thin film materialsLow temperature characterisation of superconducting thin film materials
Low temperature characterisation of superconducting thin film materials
 
XRD_AG NPG.ppt
XRD_AG NPG.pptXRD_AG NPG.ppt
XRD_AG NPG.ppt
 
XRD_AG NPG.ppt
XRD_AG NPG.pptXRD_AG NPG.ppt
XRD_AG NPG.ppt
 
Amity jaipur ppp fabrication and characterization of nanowire devices
Amity jaipur ppp fabrication and characterization of nanowire devicesAmity jaipur ppp fabrication and characterization of nanowire devices
Amity jaipur ppp fabrication and characterization of nanowire devices
 
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...
Consistently High Voc Values in p-i-n Type Perovskite Solar Cells Using Ni3+-...
 
Joe Kelleher Presentation (May 27th 2014)
Joe Kelleher Presentation (May 27th 2014)Joe Kelleher Presentation (May 27th 2014)
Joe Kelleher Presentation (May 27th 2014)
 
Synthesis and characterization of structural and Magnetic Properties of ZnO d...
Synthesis and characterization of structural and Magnetic Properties of ZnO d...Synthesis and characterization of structural and Magnetic Properties of ZnO d...
Synthesis and characterization of structural and Magnetic Properties of ZnO d...
 
20040086056
2004008605620040086056
20040086056
 

More from CHENHuiMei

小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵
小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵
小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵CHENHuiMei
 
QIF對AOI設備業之衝擊與機會
QIF對AOI設備業之衝擊與機會QIF對AOI設備業之衝擊與機會
QIF對AOI設備業之衝擊與機會CHENHuiMei
 
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉CHENHuiMei
 
基於少樣本深度學習之橡膠墊片檢測系統
基於少樣本深度學習之橡膠墊片檢測系統基於少樣本深度學習之橡膠墊片檢測系統
基於少樣本深度學習之橡膠墊片檢測系統CHENHuiMei
 
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校CHENHuiMei
 
使用人工智慧檢測三維錫球瑕疵_台大傅楸善
使用人工智慧檢測三維錫球瑕疵_台大傅楸善使用人工智慧檢測三維錫球瑕疵_台大傅楸善
使用人工智慧檢測三維錫球瑕疵_台大傅楸善CHENHuiMei
 
IIoT發展趨勢及設備業者因應之_微軟葉怡君
IIoT發展趨勢及設備業者因應之_微軟葉怡君IIoT發展趨勢及設備業者因應之_微軟葉怡君
IIoT發展趨勢及設備業者因應之_微軟葉怡君CHENHuiMei
 
精密機械的空間軌跡精度光學檢測法_台大范光照
精密機械的空間軌跡精度光學檢測法_台大范光照精密機械的空間軌跡精度光學檢測法_台大范光照
精密機械的空間軌跡精度光學檢測法_台大范光照CHENHuiMei
 
When AOI meets AI
When AOI meets AIWhen AOI meets AI
When AOI meets AICHENHuiMei
 
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠CHENHuiMei
 
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士CHENHuiMei
 
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民CHENHuiMei
 
2018AOI論壇_AOI and IoT產線應用_工研院周森益
2018AOI論壇_AOI and IoT產線應用_工研院周森益2018AOI論壇_AOI and IoT產線應用_工研院周森益
2018AOI論壇_AOI and IoT產線應用_工研院周森益CHENHuiMei
 
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢CHENHuiMei
 
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章CHENHuiMei
 
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘CHENHuiMei
 
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏CHENHuiMei
 
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓CHENHuiMei
 

More from CHENHuiMei (20)

小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵
小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵
小數據如何實現電腦視覺,微軟AI研究首席剖析關鍵
 
QIF對AOI設備業之衝擊與機會
QIF對AOI設備業之衝擊與機會QIF對AOI設備業之衝擊與機會
QIF對AOI設備業之衝擊與機會
 
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉
產研融合推手-台大AOI設備研發聯盟_台大陳亮嘉
 
基於少樣本深度學習之橡膠墊片檢測系統
基於少樣本深度學習之橡膠墊片檢測系統基於少樣本深度學習之橡膠墊片檢測系統
基於少樣本深度學習之橡膠墊片檢測系統
 
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校
AOI智慧升級─AI訓練師在地養成計畫_台灣人工智慧學校
 
使用人工智慧檢測三維錫球瑕疵_台大傅楸善
使用人工智慧檢測三維錫球瑕疵_台大傅楸善使用人工智慧檢測三維錫球瑕疵_台大傅楸善
使用人工智慧檢測三維錫球瑕疵_台大傅楸善
 
IIoT發展趨勢及設備業者因應之_微軟葉怡君
IIoT發展趨勢及設備業者因應之_微軟葉怡君IIoT發展趨勢及設備業者因應之_微軟葉怡君
IIoT發展趨勢及設備業者因應之_微軟葉怡君
 
精密機械的空間軌跡精度光學檢測法_台大范光照
精密機械的空間軌跡精度光學檢測法_台大范光照精密機械的空間軌跡精度光學檢測法_台大范光照
精密機械的空間軌跡精度光學檢測法_台大范光照
 
Report
ReportReport
Report
 
Deep learning
Deep learningDeep learning
Deep learning
 
When AOI meets AI
When AOI meets AIWhen AOI meets AI
When AOI meets AI
 
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠
2018AOI論壇_基於生成對抗網路之非監督式AOI技術_工研院蔡雅惠
 
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士
2018AOIEA論壇Keynote_眺望趨勢 量測設備未來10年發展重點_致茂曾一士
 
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民
2018AOI論壇Keynote_AI入魂製造領域現況與趨勢_工研院熊治民
 
2018AOI論壇_AOI and IoT產線應用_工研院周森益
2018AOI論壇_AOI and IoT產線應用_工研院周森益2018AOI論壇_AOI and IoT產線應用_工研院周森益
2018AOI論壇_AOI and IoT產線應用_工研院周森益
 
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢
2018AOI論壇_AOI參與整廠協作之實務建議_達明機器人黃鐘賢
 
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章
2018AOI論壇_深度學習在電腦視覺應用上的疑問_中央大學曾定章
 
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘
2018AOI論壇_深度學習於表面瑕疪檢測_元智大學蔡篤銘
 
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏
2018AOI論壇_時機已到 AOI導入邊緣運算_SAS林育宏
 
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓
2018AOI論壇_如何導入深度學習來提升工業瑕疵檢測技術_工研院賴璟皓
 

Recently uploaded

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfjimielynbastida
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 

Recently uploaded (20)

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdf
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 

MOCVD半導體製程即時監控系統

  • 1. MOCVD半導體製程即時監控系統 Speaker: Ju-Yi Lee Department of Mechanical Engineering, National Central University, Taiwan.
  • 2. Outline 1. Introduction 2. Principle 3. System configuration 4. Experiments & Results 5. Conclusion
  • 5. Background • Thin film deposition • Metal Organic Chemical Vapor Deposition  Application - Solar cell - Power chip  Process condition - High temperature - High vacuum Deposition Chemical Vapor Deposition MOCVD PECVD Physical Vapor Deposition Evaporation Sputtering Vapor Deposition Liquid Phase Epitaxy Wafer Curvature Growth Rate Film Uniformity Wafer Temperature Source: itri
  • 6. Literatures review (Growth rate & Temperature) • Thin film growth rate measurement  Quartz crystal microbalance a  Reflectance interferometry b • Temperature measurement  Two-color and Multi-wavelength pyrometry c a: C. S. Lu and O. Lewis, “Investigation of film ‐ thickness determination by oscillating quartz resonators with large mass load”, 1972. b: J.A. Dobrowolski, “Optical Properties of Thin Films and Coating” Chap.42 of Handbook of Optics, McGraw-Hill, Inc, 1995. c: B. Müller, U. Renz, “Development of a fast fiber-optic two-color pyrometer for the temperature measurement of surfaces with varying emissivities”, Review of Scientific Instruments, 2001. Source: ADVANTEST Source: c
  • 7. Literatures review (Temperature on surface) • Wafer materials:Si, Sapphire, SiC, etc. • GaN/InGaN layer measurement Material transmittance 400 nm wavelength No Fabry-Pérot interferometer
  • 8. Literatures review (Wafer curvature) • LayTec EpiCurveTT:  Curvature range: -7000 km-1(convex) to +800 km-1(concave)  Aspherical bowing curvature measurements with an Advanced Resolution option Source:LayTec
  • 9. Commercial products • FRT, kSA, LayTec, etc. • The accuracy of equipment: e.g., LayTec EpiTT » Typical growth rate accuracy better than ±1% » Typical wafer temperature accuracy better than ±1℃
  • 10. Purpose • Monitor of wafer parameters Growth rate & Temperature monitoring devices Enhance quality Cost down Source: LayTec
  • 11. PRINCIPLE Measurement of Growth rate Blackbody Radiation Theorem Measurement of Temperature Curvature measurement
  • 12. Measurement of Growth rate • Index of refraction and growth rate   nfsolven  nTn w G 24     nGw  4  sL RRR  0 T w 2  2 2 2 0 2 0 )( )( )( )( s s L nn nn nn nn R                    021214214122f(n) 222234  LsssLssssLsLL RnnnnRnnnnnRnnRnR )cos(21 )cos(2 00 002   ss ss RRRR RRRR rR    nGtnd      22  Substrate Light Ii Reflected Light Io 2 22 2 2 0 2 0 2 0 02 00 )( )( )( )( s s s s ss nn nn NN NN rR nn nn NN NN rR            
  • 13. Blackbody Radiation Theorem 0 1000 2000 3000 4000 5000 6000 7000 0 5 10 15 20 25 30 600℃ 700℃ 800℃ 900℃ 1000℃ 1100℃ 1200℃ (nm) E b (Wm-2 sr-1 nm-1 ) • Planck’s law   1 1 , 2 5 1   T cb e c TE    • Kirchhoff’s law • Real-body radiation    TETE breal ,,       1   1 1c 2c : Planck’s first constant : Planck’s second constant   : Absorption : Reflectance  : Transmittance  : Emissivity
  • 14. Measurement of temperature • Opaque & Specular substrate 1 T = 1 Tcal - l c2 ln s scal R 1 • Temperature equation • Thermal signal s = C0 eEb = C0 e c1 l5 exp - c2 lT æ è ç ö ø ÷ r A r  s Filter Detector 0C : System constant cal: Calibration parameter
  • 15. PD PC DAQ NBF(switch) Lens Lens BS LD Lock-in Amplifier Wafer View port Vacuum Chamber FG System configuration(Temperature & Growth rate) Lens Lens BS NBF Wafer LD LD Lens PD NBF BS Wafer PD Measurement system schematic diagram and optical configuration 400 nm 635 nm 940 nm
  • 18. Air film simulation • 以空氣膜實驗來模擬薄膜沉積,並驗 證系統量測能力 • 以位移台去推動楔形稜鏡來模擬薄膜 生長之情形 時間範圍 (秒) 折射率 折射率 差量 (%) 空氣膜 成長速率 (nm/s) 位移平台 移動速率 (nm/s) 成長速率 差量 (%) 0-30 1.0042 0.39 26.06 26.18 -0.46 30-60 1.0041 0.39 26.37 26.29 0.30 60-90 1.0045 0.40 59.08 59.32 0.40 90-120 1.0044 0.40 59.10 59.01 0.15 120-150 1.0039 0.39 83.21 83.70 -0.58 150-180 1.0040 0.39 83.25 83.62 -0.42空氣膜實驗架構圖
  • 19. ZnO thin film deposition Index of refraction Thin film thickness (mm) Reference Measured Reference Measured 1.998 1.96 0.2727 0.272* Relative difference: 2% Relative difference: 0.3% Table. 1 Measurement results of the ZnO thin film Measured thickness = Growth rate × depositing time = 0.1515 Å /s × 5 hr • The ZnO thin film deposit on the silicon wafer • Monitor the growth rate, refractive index, thickness of ZnO ZnO deposit on the wafer by radio-frequency sputter Reflectance Curve of ZnO film
  • 20. Wafer temperature measurement CP 400 nm 940 nm (a). (b). (b)-(a) (c). (c)-(a) 455.4 450.5 -4.9 456.5 1.1 542.1 540.4 -2.3 541.3 -0.8 615.5 615.1 -0.4 615.7 0.2 701.7 702.0 0.3 701.8 0.1 781.6 780.8 -0.8 781.2 -0.4 858.5 858.6 0.1 858.6 0.1 943.0 943.2 0.2 943.1 0.1 Table. 2 The Measurement results and compare with commercial pyrometer, (a) measured by commercial pyrometer, CP, (b) by 400 nm NBF, and (c) by 940 nm NBF. (unit: °C). Measurement system set on the heating chamber 600 650 700 750 800 850 900 950 1000 -3 -2 -1 0 1 2 3 Time(s) Temperature(℃) System resolution:0.67 ℃ at 580 ℃ • Heating single silicon wafer by the heating vacuum chamber • Monitor the wafer surface temperature and analysis the system resolution
  • 21. 高速旋轉下晶圓溫度量測 0 0.06 0.12 0.18 0.24 0.3 0.36 0.42 0.48 0.54 0.6 500 520 540 560 580 600 620 640 660 Time(s) Temperature(?) PMT-200rpm 轉速/ 光偵測器 200rpm 400rpm 800rpm PDA 0.42℃ 0.46℃ 0.56℃ APD -0.58℃ -1℃ 0.48℃ PMT -0.24℃ -0.56℃ 0.2℃ 與靜止時量測矽晶圓溫度(550.1℃)差量 於200rpm下資料擷取圖形 晶圓 載盤 • 因製程需求,晶圓在製程時需要以旋轉來達 到良好的薄膜均勻性 • 將一矽晶圓放置於加熱腔體,待加熱穩定後, 進行不同轉速的驗證系統 • 接收940 nm波段熱輻射來進行量測 • 400 nm波段之熱輻射訊號太弱,再進行旋轉 量測時無法解析
  • 22. 膜厚/溫度量測系統整合 成長速率 (nm/s) 未發射率補 償之 直流項溫度 (℃) 具發射率補 償之 直流項溫度 (℃) 差量 (℃) 13.11 602.35 600.15 2.2 29.71 602.25 600.15 2.1 • 膜厚量測所得反射率,經由克希荷夫定律推得其 發射率,藉由此發射率來校正溫度量測結果。 整合系統量測架構圖 溫度歷時曲線與補償前後差量結果
  • 24. 藍寶石晶圓翹曲量測 • 量測藍寶石晶圓翹曲與表面輪廓重 建 量測 位置 10mm 高度值 (μm) 15mm 高度值 (μm) 20mm 高度值 (μm) 25mm 高度值 (μm) 30mm 高度值 (μm) 35mm 高度值 (μm) 1(黑) 3.67 6.28 8.30 8.21 6.13 3.28 2(紅) 5.21 8.01 9.84 9.75 7.52 4.48 3(藍) 7.04 9.94 12.11 11.42 9.31 6.29 4(粉) 5.58 8.74 11.42 10.61 8.03 4.74 5(綠) 4.45 7.64 9.32 8.82 6.34 3.12 pitch:100 μm
  • 25. 於高速旋轉下晶圓翹曲量測 • 放置一藍寶石晶圓於旋轉平台上進行旋轉 • 分別進行700 rpm、1100 rpm、1500 rpm轉速下的晶 圓翹曲量測 700rpm 1100rpm 1500rpm
  • 26. Conclusion • An in-situ monitoring system for MOCVD process • Performance(compared with commercial pyrometer) Thin film parameters measurement » Relative difference of refractive index < 2% » Relative difference of thickness < 0.3% Temperature measurement » Relative difference is less than 1% » Measurement limit:above 450 ℃ Wafer curvature measurement » Relative difference is about 1%
  • 27. Conclusion • Future works Improve dynamic measurement Modular & Compatible High quality hardware - Cooling system - Low noise
  • 28. Thank you for your listening Acknowledge: This research was supported by the Ministry of Science and Technology, Taiwan (MOST 104-2218-E-008-002)