Muutke küpsiste eelistusi

E-raamat: Visual Inspection Technology in the Hard Disc Drive Industry [Wiley Online]

Edited by (Department of Electrical and Computer Engineering, Naresuan University, Phisanulok, Thailand), Edited by (School of Electrical and Electronic Engineering Nanyang Technological University, Singapore)
  • Formaat: 316 pages
  • Sari: ISTE
  • Ilmumisaeg: 31-Mar-2015
  • Kirjastus: ISTE Ltd and John Wiley & Sons Inc
  • ISBN-10: 1119058759
  • ISBN-13: 9781119058755
Teised raamatud teemal:
  • Wiley Online
  • Hind: 174,45 €*
  • * hind, mis tagab piiramatu üheaegsete kasutajate arvuga ligipääsu piiramatuks ajaks
Visual Inspection Technology in the Hard Disc Drive IndustrySuurem pilt
  • Formaat: 316 pages
  • Sari: ISTE
  • Ilmumisaeg: 31-Mar-2015
  • Kirjastus: ISTE Ltd and John Wiley & Sons Inc
  • ISBN-10: 1119058759
  • ISBN-13: 9781119058755
Teised raamatud teemal:
Wiley Online e-raamatudRohkem infot Wiley Online kohta
Raamatu kodulehekülg: https://onlinelibrary.wiley.com/doi/book/10.1002/9781119058755

A presentation of the use of computer vision systems to control manufacturing processes and product quality in the hard disk drive industry.Visual Inspection Technology in the Hard Disk Drive Industry is an
application-oriented book borne out of collaborative research with the world’s leading hard disk drive companies. It covers the latest developments and important topics in computer vision technology in hard disk drive manufacturing, as well as offering a glimpse of future technologies.

Preface xi
Chapter 1 Feature Fusion Method For Rapid Corrosion Detection On Pole Tips 1(32)
Suchart Yammen
Paisarn Muneesawang
1.1 Introduction
2(4)
1.2 Algorithm for corrosion detection
6(13)
1.2.1 Extraction of top-shield region
6(3)
1.2.2 Area-based feature
9(4)
1.2.3 Contour-based feature
13(6)
1.3 Experimental result
19(8)
1.3.1 Distribution of corrosion
20(1)
1.3.2 Performance metric
20(4)
1.3.3 Robustness
24(3)
1.4 Conclusion
27(1)
1.5 Bibliography
28(5)
Chapter 2 Nonlinear Filtering Method For Corrosion Detection On Pole Tips 33(38)
Paisarn Muneesawang
Suchart Yammen
2.1 Introduction
33(2)
2.2 Perpendicular magnetic recording
35(2)
2.3 Perpendicular magnetic recorder and corrosion
37(7)
2.3.1 Lubricant layer
38(3)
2.3.2 Thermal effect results in corrosion
41(1)
2.3.3 Recording head/slider manufacturing and corrosion
42(2)
2.4 Length estimator for pole tip
44(4)
2.5 Nonlinear filtering as a corrosion detector
48(6)
2.5.1 Median filter techniques
48(2)
2.5.2 Median s-Filter
50(1)
2.5.3 Corrosion detection procedure
51(3)
2.6 Application
54(8)
2.7 Conclusion
62(1)
2.8 Bibliography
63(8)
Chapter 3 Micro Defect Detection On Air-Bearing Surface 71(28)
Pichate Kunakornvong
Pitikhate Sooraksa
3.1 Introduction
71(3)
3.2 Air-bearing surface
74(1)
3.3 Imaging system
75(4)
3.4 Contamination detection
79(13)
3.4.1 Texture unit texture spectrum
80(2)
3.4.2 Graylevel co-occurrence matrix
82(3)
3.4.3 Principle component analysis
85(3)
3.4.4 Identification defect
88(4)
3.5 Conclusion
92(1)
3.6 Acknowledgment
93(1)
3.7 Bibliography
93(6)
Chapter 4 Automated Optical Inspection For Solder Jet Ball Joint Defects In The Head Gimbal Assembly Process 99(32)
Jirarat Ieamsaard
Thanapoom Fuangpian
4.1 Introduction
99(2)
4.2 Head gimbal assembly
101(1)
4.3 Vertical edge method for inspection of pad burning defect
102(6)
4.3.1 Inspection procedure
103(4)
4.3.2 Experimental result
107(1)
4.4 Detection of solder ball bridging on HGA
108(13)
4.4.1 Solder ball bridging defect
108(1)
4.4.2 Chain code descriptor-based method
109(3)
4.4.3 Morphological template-based method
112(2)
4.4.4 Experimental result
114(7)
4.5 Detection of missing solders on HGA
121(5)
4.5.1 Image acquisition and enhancement
121(1)
4.5.2 Clustering of image pixels
122(1)
4.5.3 Decision making
123(1)
4.5.4 Inspection result
124(2)
4.6 Conclusion
126(1)
4.7 Bibliography
127(4)
Chapter 5 Analysis Methods For Fault Deformation Of Solder Bump On The Actuator Arm 131(24)
Somporn Ruangsinchaiwanich
5.1 Introduction
132(1)
5.2 Surface tension analysis
133(7)
5.2.1 Model analysis
135(3)
5.2.2 Simulation
138(2)
5.3 Analysis of stress performance at different configurations of solder bump positions
140(9)
5.3.1 Analysis model
144(1)
5.3.2 Design and analysis using FEM
145(4)
5.4 Experimental result
149(2)
5.5 Conclusion
151(1)
5.6 Bibliography
152(3)
Chapter 6 Artificial Intelligence Techniques For Quality Control Of Hard Disk Drive Components 155(28)
Wimalin Laosiritaworn
6.1 Introduction
155(2)
6.2 Artificial intelligence tasks in quality control
157(4)
6.2.1 Classification and prediction
157(2)
6.2.2 Cluster analysis
159(1)
6.2.3 Time series analysis
160(1)
6.3 AI applications in HDD component quality control
161(18)
6.3.1 Multipanel lamination process modeling using ANN
161(7)
6.3.2 Control chart pattern recognition with AI in actuator production
168(6)
6.3.3 Machine clustering using AI technique
174(5)
6.4 Conclusion
179(1)
6.5 Bibliography
180(3)
Chapter 7 Borehole Diameter Inspection For Hard Disk Drive Pivot Arms Using Hough Transform In Panorama Images 183(16)
Sansanee Auephanwiriyakul
Patison Palee
Orathai Suttijak
Nipon Theera-Umpon
7.1 Introduction
183(2)
7.2 Panorama image construction
185(4)
7.3 Dimension estimation
189(1)
7.4 Experiment result
190(5)
7.5 Conclusion
195(1)
7.6 Acknowledgment
195(1)
7.7 Bibliography
195(4)
Chapter 8 Electrostatic Discharge Inspection Technologies 199(26)
Nattha Jindapetch
Kittikhun Thongpull
Sayan Plong-Ngooluam
Pornchai Rakpongsiri
8.1 Introduction
199(1)
8.2 ESD sensitivity test technologies
200(4)
8.2.1 Human body model testing
201(1)
8.2.2 Charged device model testing
202(1)
8.2.3 Machine model testing
203(1)
8.3 Monitoring of ESD prevention equipment
204(7)
8.3.1 Grounding and equipotential bonding systems
205(1)
8.3.2 Ionization
206(3)
8.3.3 Packaging
209(2)
8.4 ESD event localization technologies
211(10)
8.4.1 EMI locators
212(2)
8.4.2 High-speed oscilloscope-based ESD event localization systems
214(1)
8.4.3 RFID localization systems
215(3)
8.4.4 WSN-based localization systems
218(2)
8.4.5 Hybrid localization systems
220(1)
8.5 Conclusion
221(1)
8.6 Bibliography
221(4)
Chapter 9 Inspection Of Styrofoam Beads On Adapter Of Hard Disk Drives 225(12)
Suchart Yammen
9.1 Introduction
225(2)
9.2 Morphological template-based method
227(7)
9.2.1 Image subtraction
230(1)
9.2.2 Otsu method
231(1)
9.2.3 Morphological operation
232(1)
9.2.4 Logical operation
233(1)
9.3 Decision model
233(1)
9.4 Application
234(1)
9.5 Conclusion
234(1)
9.6 Bibliography
235(2)
Chapter 10 Inspection Of Defect On Magnetic Disk Surface And Quality Of The Glue Dispenser Route 237(28)
Anan Kruesubthaworn
10.1 Introduction
238(1)
10.2 Computer vision technologies for scratch detection on media surfaces
239(16)
10.3 Inspection of glue dispenser route
255(5)
10.4 Conclusion
260(1)
10.5 Bibliography
260(5)
Chapter 11 Inspection Of Granular Microstructure Of FEPT Film In Heat-Assisted Magnetic Recording Media 265(26)
Paisarn Muneesawang
11.1 Introduction
265(3)
11.2 Heat-assisted media recording technology
268(4)
11.2.1 HAMR
268(1)
11.2.2 Llo-ordered FePt as HAMR media candidate
268(2)
11.2.3 Magnetic nanoparticle
270(2)
11.3 Inspection procedure
272(3)
11.3.1 Image segmentation
272(1)
11.3.2 Separation of overlapping particles
273(2)
11.4 Measurement of the size distribution
275(3)
11.5 Measurement of dispersion
278(7)
11.5.1 Lennard-Jones potential index
278(3)
11.5.2 Experimental result
281(4)
11.6 Conclusion
285(1)
11.7 Bibliography
286(5)
List Of Authors 291(4)
Index 295
Paisarn Muneesawang, PhD, Associate professor in computer engineering,School of Electrical and Electronic Engineering Nanyang Technological University, Singapore.

Suchart Yammen, PhD, Assistant professor in electrical engineering, Department of Electrical and Computer Engineering, Naresuan University, Phisanulok, Thailand.
Püsilink: https://www.kriso.ee/db/9781119058755_pe.html