製程能力分析
Process Capability Analysis
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 製程能力分析 MB405（光復） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
高科技電子產業要求在高精密度規格下達到高品質的水準,一般傳統的品質管理技術方法與工具 皆無法應用以達到對品質計量性的衡量,故本課程介紹製程能力指標發展的領域以及方法 (1) 學習製程能力與製程品質之間的關係 (2) 學習製程能力對產業發展的重要性 (3) 學習製程能力量測品質之各種標準 (4) 學習製程能力量測品質之各種方法 (5) 熟習製程能力量測方法在各種產業的應用 The high-tech electronics industry demands achieving high-quality standards under highly precise specifications. Classical discrete quality management techniques and tools cannot deal with these problems. This course introduces the methods and applications of process capability analysis. (1) Learning the relationship between process capability and process quality. (2) Understanding the importance of process capability for industrial development. (3) Learning the various standards for measuring process quality. (4) Learning the various methods for measuring process quality. (5) Becoming familiar with the application of process capability measurement methods in various industries.
品質管理與統計學 Quality Management and Statistics
無備註
上課講義內容講述, 期刊論文內容講述 Lecture Content Presentation, Journal Paper Presentation
Homework 40%, Midterm 30%, Final Presentation 30%
Introduction of Process Capability Indexes
Accuracy, Procession, and Yield Indexes
- 講授：
- 12
Application Process Capability Indexes
Tool Wear, Acceptance Sampling Plan, Supplier Selection.
- 講授：
- 12
Advanced Issues for Process Capability Evaluation
Process capability evaluation under dynamic situations or measurement errors.
- 講授：
- 12
| 週次 | 主題 |
|---|---|
| 第 1 週 | Process Precision Index 製程精確度指標 2024-09-03(二) 時數：[2024-09-03]巫佳煌(3.00) |
| 第 2 週 | Process Accuracy Index 製程準確度指標 2024-09-10(二) 時數：[2024-09-10]巫佳煌(3.00) |
| 第 3 週 | Process Yield Index 製程良率指標 2024-09-17(二) 時數：[2024-09-17]巫佳煌(3.00) |
| 第 4 週 | Process Loss Index 製程損失指標 2024-09-24(二) 時數：[2024-09-24]巫佳煌(3.00) |
| 第 5 週 | The Combined Yield-Loss Index 第三代製程能力指標 2024-10-01(二) 時數：[2024-10-01]巫佳煌(3.00) |
| 第 6 週 | One-sided Process Capability Index 單邊規格製程能力指標 2024-10-08(二) 時數：[2024-10-08]巫佳煌(3.00) |
| 第 7 週 | Capability Measure for Processes with Asymmetric Tolerances 非對稱規格下的製程能力指標 2024-10-15(二) 時數：[2024-10-15]巫佳煌(3.00) |
| 第 8 週 | Product Acceptance Determination for VLFD Processes 極低不良率製程的產品允收 2024-10-22(二) 時數：[2024-10-22]巫佳煌(3.00) |
| 第 9 週 | Supplier Selection Problem for VLFD Processes 極低不良率製程的供應商選擇問題 2024-10-29(二) 時數：[2024-10-29]巫佳煌(3.00) |
| 第 10 週 | Capability Measure for Processes with Tool Wear 工具磨耗製程的製程能力量測 2024-11-05(二) 時數：[2024-11-05]巫佳煌(3.00) |
| 第 11 週 | Capability Measure for Processes with Measurement Errors 量測誤差製程的製程能力量測 2024-11-12(二) 時數：[2024-11-12]巫佳煌(3.00) |
| 第 12 週 | (11/19) Midterm 2024-11-19(二) 時數：[2024-11-19]巫佳煌(3.00) |
| 第 13 週 | Capability Measure for Processes with Mean Shift 均值移動製程的製程能力量測 2024-11-26(二) 時數：[2024-11-26]巫佳煌(3.00) |
| 第 14 週 | Capability Measure for Processes with Variance Change 變異改變製程的製程能力量測 2024-12-03(二) 時數：[2024-12-03]巫佳煌(3.00) |
| 第 15 週 | Final Presentation 2024-12-10(二) 時數：[2024-12-10]巫佳煌(3.00) |
| 第 16 週 | Final Presentation 2024-12-17(二) 時數：[2024-12-17]巫佳煌(3.00) |
Pearn, W. L. and Kotz, S. (2006). Encyclopedia And Handbook of Process Capability Indices: A Comprehensive Exposition of Quality Control Measures, World Scientific Pub Co Inc.
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