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課程名稱 |
可靠度分析與應用
Reliability Analysis and Applications |
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開課學期 |
104-1 |
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授課對象 |
工學院 機械工程學研究所 |
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授課教師 |
吳文方 |
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課號 |
ME5147 |
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課程識別碼 |
522 U3520 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四2,3,4(9:10~12:10) |
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上課地點 |
新501 |
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備註 |
總人數上限：60人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1041_reliability |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
介紹簡單之可靠度工程學理，及其在工程領域裡可能之應用。除定性方面之
描述外，因為可靠度量化之需要，會簡單介紹隨機變數、隨機程序、機率分
佈、數據整理、統計推論等基本觀念。
To introduce fundamental concepts and theories of reliability engineering and their applications. In addition to qualitative description, concepts of random variable, random process, probability distribution, random data analysis, statistical inference, etc. will be introduced. |
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課程目標 |
讓學工程的學生在所學定性(deterministic)量度之外，瞭解隨機(random)量
度及其在可靠度工程方面之基本應用。
To let students majoring in engineering know random other than deterministic analysis and learn its application to reliability engineering. |
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課程要求 |
1.課堂聽課
2.作業習作
3.期末考試
4.書面及/或口頭報告 |
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註： Thursday afternoon would usually be in the office. |
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指定閱讀 |
課程講義
Class notes |
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參考書目 |
教科書：
Ebeling, C.E., An Introduction to Reliability and Maintainability Engineering,
McGraw-Hill Inc., New York, 1997.
參考書：
1. O’Connor, P. and Kleyner, A., Practical Reliability Engineering, Wiley, 5th ed., 2012.
2. Calixto, E., Gas and Oil Reliability Engineering: Modeling and Analysis, Gulf Professional Publishing, 2012.
3. Zio, E., Computational Methods for Reliability and Risk Analysis, World Scientific Publishing Company, 2009.
4. Yang, G., Life Cycle Reliability Engineering, John Wiley & Sons (Asia), 2007.
5. McNulty, G.J., Quality, Reliability and Maintenance, Professional Engineering Publishing (IMechE), 2004.
6. Andrews, J.D., Reliability and Risk Assessment, 2nd ed., Professional Engineering Publishing (IMechE), 2004.
7. Kuo, W. and Zuo, M.J., Optimal Reliability Modeling: Principles and Applications, Wiley, 2002.
8. McNulty, G.J., Quality, Reliability and Maintenance, Wiley-Blackwell , 2002.
9. Gnedenko, B., Pavlov, I.V., Ushakov, I.A. and Chakravarty, S., Statistical Reliability Engineering, Wiley-Interscience, 1999.
10. Kales, P., Reliability for Technology, Engineering, and Management, Prentice-Hall, 1998.
11. Elsayed, E.A., Reliability Engineering, Addison Wesley Longman, Inc., 1996.
12. Gnedenko, B. and Ushakov, I.A., Probabilistic Reliability Engineering, Wiley-Interscience, 1995.
13. Ushakov, I.A., Handbook of Reliability Engineering, Wiley-Interscience, 1994.
14. Davidson, J., The Reliability of Mechanical Systems, Professional Engineering Publishing (IMechE), 1994.
15. Gertman, D.I. and Blackman, H.S., Human Reliability and Safety Analysis Data Handbook, 3rd ed., Wiley-Interscience, 1993.
16. Billinton, R. and Allan, R.N., Reliability Evaluation of Engineering Systems-Concepts and Techniques, 2nd ed., Springer, 1992.
17. Rao, S.S., Reliability-Based Design, McGraw-Hill Inc., New York, 1992.
18. Kececioglu, D., Reliability Engineering Handbook, Prentice-Hall, 1991.
19. Lewis, E.E., Introduction to Reliability Engineering, John Wiley & Sons, 1987.
20. Carter, A.D.S., Mechanical Reliability, Macmillian Press, 1986.
21. Ang, A. H.-S. and Tang, W.H., Probability Concepts in Engineering Planning and Design, Vol. II: Decision, Risk, and Reliability, John Wiley & Sons, 1984.
22. Henley, E.J. and Kumamoto, H., Reliability Engineering and Risk Assessment, Prentice-Hall, 1981.
23. Bazovsky, I., Reliability Theory and Practices, Prentice-Hall, 1980.
24. Kapur, K.C. and Lamberson, L.R. Reliability in Engineering Design, John Wiley & Sons, 1977.
25. Ang, A. H.-S. and Tang, W.H., Probability Concepts in Engineering Planning and Design, Vol. I: Basic Principles, John Wiley & Sons, 1975.
26. Calabro, S.R., Reliability Principles and Practices, 1973.
27. Au, T., Shane, R.M. and Hoel, L.A., Fundamentals of Systems Engineering-Probabilistic Models, Addison-Wesley Publishing Company, 1972.
參考期刊：
1. Reliability Engineering and System Safety
2. Quality and Reliability Engineering International
3. IEEE Transaction on Reliability
4. Probabilistic Engineering Mechanics
5. Journal of Structural Safety
6. The International Journal of Quality & Reliability Management
7. International Journal of Reliability, Quality, and Safety Engineering
8.質量與可靠性(Quality and Reliability) (中國)
9. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
出席 (Class attendance) |
15% |
By signatures |
2. |
作業 (Homework) |
30% |
10~12 HW assignments |
3. |
期末考 (Final exam) |
40% |
Open books & notes, then take-home for supplements |
4. |
期末報告 (Final report) |
15% |
A .ppt(x) file in addition to a .doc(x) or .pdf file is preferable |
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週次 |
日期 |
單元主題 |
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第1週 |
9/17 |
Introduction to the course - Bridging the gap between engineers and quality controllers (1/2) (No power point files are uploaded owing to privacy from work of students) |
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第2週 |
9/24 |
Introduction to the course - Bridging the gap between engineers and quality controllers (2/2) |
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第3週 |
10/01 |
Chap. 1 Introduction; Appendix: Random Variables |
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第4週 |
10/08 |
Chap. 2 Failure Distribution |
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第5週 |
10/15 |
Chap. 3 Constant Failure Rate Model (Please refer to Assignments [作業區] to know Homework #2) |
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第6週 |
10/22 |
Chap. 4 Time-Dependent Failure Model (to be continued); Solutions to Homework #1 |
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第7週 |
10/29 |
Chap. 4 Time-Dependent Failure Model; Chap. 5 Reliability of Systems (to be continued); Solutions to Homework #2 |
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第8週 |
11/05 |
Chap. 5 Reliability of Systems; Chap. 6 State-Dependent Systems (to be continued) |
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第9週 |
11/12 |
Chap. 6 State-Dependent Systems; Chap. 7 Physical Reliability Models (to be continued) |
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第10週 |
11/19 |
Chap. 7 Physical Reliability Models; Chap. 8 Design for Reliability (to be continued) |
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第11週 |
11/26 |
Chap. 8 Design for Reliability (to be continued); Solutions to Homework #6 |
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第12週 |
12/03 |
Chap. 8 Design for Reliability; Chap. 9 Maintainability (to be continued) |
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第13週 |
12/10 |
Chap. 9 Maintainability (to be continued); Solutions to Homework #8 |
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第14週 |
12/17 |
Chap. 9 Maintainability; Chaps. 12-16 Analysis of Failure Data (but will be replaced by the following two chapters) |
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第15週 |
12/24 |
New Chapter 12 Methods of Point Estimation |
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第16週 |
12/31 |
New Chapter 13 Empirical Determination of Distribution Models (Chap. 6 Ang & Tang, to be continued) |
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第17週 |
1/07 |
New Chapter 13 Empirical Determination of Distribution Models (Chap. 6 Ang & Tang) |
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