|
Course title |
Project Risk Management |
|
Semester |
109-2 |
|
Designated for |
COLLEGE OF ENGINEERING GRADUATE INSTITUTE OF CIVIL ENGINEERING,CONSTRUCTION ENGINEERING AND MANAGEMENT DIVISION |
|
Instructor |
SZU-YUN LIN |
|
Curriculum Number |
CIE7066 |
|
Curriculum Identity Number |
521 M6100 |
|
Class |
|
|
Credits |
3.0 |
|
Full/Half
Yr. |
Half |
|
Required/
Elective |
Elective |
|
Time |
Monday 7,8,9(14:20~17:20) |
|
Remarks |
Restriction: within this department (including students taking minor and dual degree program)
The upper limit of the number of students: 35. |
|
|
|
|
Course introduction video |
|
|
Table of Core Capabilities and Curriculum Planning |
Table of Core Capabilities and Curriculum Planning |
|
Course Syllabus
|
|
Please respect the intellectual property rights of others and do not copy any of the course information without permission
|
|
Course Description |
This course introduces the basic theory of reliability analysis and its application, and applies statistical concepts to the risk analysis of civil engineering. |
|
Course Objective |
1. Students will be able to understand and interpret probabilistic characterization of uncertainty in Civil Engineering
2. Students will be able to assess reliability for engineering systems.
3. Students will be able to use reliability analysis to support decision-making
|
|
Course Requirement |
適合選修對象：研究生
先修基礎課程：或然率與統計 |
|
Student Workload (expected study time outside of class per week) |
|
|
Office Hours |
|
|
Designated reading |
待補 |
|
References |
[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.
|
|
Grading |
|
|
Week |
Date |
Topic |
|
第1週 |
2/22 |
Introduction;
Review of Basic Probability Theory |
|
第2週 |
3/01 |
和平紀念日遇例假日補假 |
|
第3週 |
3/08 |
Random Variables, Functions of Random Variables |
|
第4週 |
3/15 |
Probability Distributions/Laws, Theory of Extremes, Asymptotic Theory of Extremes |
|
第5週 |
3/22 |
Review of Statistical Inference;
(Data Analysis/Sample Statistics); |
|
第6週 |
3/29 |
Classic Reliability Theory; Monte Carlo Methods; |
|
第7週 |
4/05 |
民族掃墓節遇例假日補假 |
|
第8週 |
4/12 |
Monte Carlo Methods; Importance Sampling |
|
第9週 |
4/19 |
First-Order Second-Moment Methods (FOSM) |
|
第10週 |
4/26 |
First-Order Reliability Methods (FORM) |
|
第11週 |
5/03 |
First-Order Reliability Methods (FORM) |
|
第12週 |
5/10 |
Introduction to System Reliability;
First Order Bounds on System Reliability |
|
第13週 |
5/17 |
Fault Tree Analysis;
Monte Carlo Methods for System Reliability |
|
第14週 |
5/24 |
Time Dependent Reliability |
|
第15週 |
5/31 |
Reliability and Hazard Functions |
|
第16週 |
6/07 |
Reliability Analysis in Decision-Making |
|
第17週 |
6/14 |
端午節(放假日) |
|
第18週 |
6/21 |
期末考週 |