課程資訊
課程名稱
 可靠度與風險評估
Reliability and Risk Assessment 
開課學期
 111-2 
授課對象
 工學院  土木工程學系  
授課教師
 林偲妘 
課號
 CIE5149 
課程識別碼
 521EU7180 
班次
  
學分
 3.0 
全/半年
 半年 
必/選修
 選修 
上課時間
 星期一6,7,8(13:20~16:20) 
上課地點
 土研405 
備註
 本課程以英語授課。
限學士班三年級以上
總人數上限：30人 
  
課程簡介影片
 
核心能力關聯
 本課程尚未建立核心能力關連
課程大綱
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課程概述

This course introduces the basic theory of reliability analysis and its application, and applies statistical concepts to the risk analysis of civil engineering. 

課程目標
 In this course:
• Students will be able to understand and interpret probabilistic characterization of uncertainty in Civil Engineering
• Students will be able to assess reliability for engineering systems.
• Students will be able to use reliability analysis to support decision-making

 
課程要求
 • Homework assignments turned in later than the deadline will receive no credit.
• If unusual circumstances arise which make it impossible for you to turn in your homework on time, please discuss it with the instructor as soon as possible.
• Discussing homework problems with other students in this class is permitted (and encouraged). However, unless otherwise instructed, you are responsible for submitting your own assignment. Copying the work of another student will be considered a violation of the Honor Code. 
預期每週課後學習時數
  
Office Hours
 備註： Adrianto Oktavianus (d09521030@ntu.edu.tw CERB 712) Office Hours: every Friday from 03:30pm to 05:00pm in CERB Room 712 Chen-Yu Nieh (r10521709@ntu.edu.tw CERB 713)  
指定閱讀
  
參考書目
 [1] Moss, R. E. S. Applied Civil Engineering Risk Analysis. 2nd ed. Cham, Switzerland: Springer, 2020.
[2] Verma, Ajit Kumar, Srividya Ajit, and Durga Rao Karanki. Reliability and Safety Engineering. 2nd ed. London: Springer London, 2016.  
評量方式
(僅供參考)
    
課程進度
週次
日期
單元主題
Week 1
 2/20   Introduction; Review of Basic Probability Theory; Common Probability Distributions;  
Week 2
 2/27   Adjusted holiday  
Week 3
 3/06   Random Variables; Functions of Random Variables; Statistical Inference;  
Week 4
 3/13   Theory of Extremes (HW1 Due) 
Week 5
 3/20   Classic Reliability Theory; (A brief tutorial of Matlab) 
Week 6
 3/27   Monte Carlo Method; Importance Sampling; (HW2 Due) 
Week 7
 4/03   Adjusted holiday (NO make-up class on Sat., 3/25)  
Week 8
 4/10   First-Order Second-Moment Method (FOSM) (HW3 Due) 
Week 9
 4/17   First-Order Reliability Method (FORM) 
Week 10
 4/24   First-Order Reliability Method (FORM) (Con’t) (HW4 Due) 
Week 11
 5/01   System Reliability 
Week 12
 5/08   Monte Carlo Methods for System Reliability (HW5 Due) 
Week 13
 5/15   Time Dependent Reliability 
Week 14
 5/22   Reliability and Hazard Functions (HW6 Due) 
Week 15
 5/29  Probabilistic Risk Assessment and Decision Analysis; Final Presentation  
Week 16
 6/05  Final Presentation (HW7 Due)