製程能力分析
Process Capability Analysis
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 製程能力分析 MB405 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
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
- Application Process Capability Indexes
- Advanced Issues for Process Capability Evaluation
| 週次 | 主題 |
|---|---|
| 第 1 週 | Process Precision Index 製程精確度指標 |
| 第 2 週 | Process Accuracy Index 製程準確度指標 |
| 第 3 週 | Process Yield Index 製程良率指標 |
| 第 4 週 | Process Loss Index 製程損失指標 |
| 第 5 週 | The Combined Yield-Loss Index 第三代製程能力指標 |
| 第 6 週 | One-sided Process Capability Index 單邊規格製程能力指標 |
| 第 7 週 | Capability Measure for Processes with Asymmetric Tolerances 非對稱規格下的製程能力指標 |
| 第 8 週 | Product Acceptance Determination for VLFD Processes 極低不良率製程的產品允收 |
| 第 9 週 | Supplier Selection Problem for VLFD Processes 極低不良率製程的供應商選擇問題 |
| 第 10 週 | Capability Measure for Processes with Tool Wear 工具磨耗製程的製程能力量測 |
| 第 11 週 | Capability Measure for Processes with Measurement Errors 量測誤差製程的製程能力量測 |
| 第 12 週 | (11/19) Midterm |
| 第 13 週 | Capability Measure for Processes with Mean Shift 均值移動製程的製程能力量測 |
| 第 14 週 | Capability Measure for Processes with Variance Change 變異改變製程的製程能力量測 |
| 第 15 週 | Final Presentation |
| 第 16 週 | Final Presentation |
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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- 聯絡方式
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