PROBABILITY AND STATISTICS FOR ENGINEERING APPLICATIONS
Stampa
Enrollment year
2021/2022
Academic year
2021/2022
Regulations
DM270
Academic discipline
ICAR/09 (CONSTRUCTION TECHNIQUES)
Department
DEPARTMENT OF CIVIL ENGINEERING AND ARCHITECTURE
Course
CIVIL ENGINEERING FOR MITIGATION OF RISK FROM NATURAL HAZARDS
Curriculum
PERCORSO COMUNE
Year of study
Period
1st semester (20/09/2021 - 13/10/2021)
ECTS
6
Lesson hours
51 lesson hours
Language
English
Activity type
WRITTEN TEST
Teacher
VENINI PAOLO (titolare) - 2 ECTS
BAZZURRO PAOLO FRANCESCO - 4 ECTS
Prerequisites
The full comprehension of structural problems investigated in the class requires a basic knowledge of engineering mechanics and structure mechanics. For the developments in a probabilistic framework, concepts of multidimensional differential calculus are requested.
Learning outcomes
Students are expected to learn and fully understand the most used methods for the analysis and design of complex structural systems under material and load uncertainty. Methods for input/output uncertainty propagation should be part of the knowledge of the students at the end of the course.
Course contents
a) Basics in probability theory. Random variables, probability density function (pdf) and cumulative distribution function (cdf), expectations and moments of order one, two and three.
b) main distributions and their use in engineering practice: Gaussian, lognormal, type 1 and 2 extreme, exponential. Applications.
c) Introduction to statistics. Applications to parameter estimation.
Teaching methods
Lectures on theoretical and practical issues. Problems soved independently by students under the suupervision of the teacher (when needed)
Reccomended or required readings
Ang, A. H. and Tang, W. H. (2007). “Probability Concepts In Engineering: Emphasis On Applications In Civil & Environmental Engineering,” Wiley.

Benjamin, J. R. and C. A. Cornell (1970). Probability, Statistics, and Decision for Civil Engineers. New York, McGraw-Hill.
Assessment methods
Homeworks and final exam (written)
Further information
Sustainable development goals - Agenda 2030