Course Reading Materials of Use-case for Civil Engineering

Below are research papers that explore the applications of statistics in civil engineering:

Topic 1. A Review on the Application of Probability and Statistics in Civil Engineering by A.S.A. Aboudi et al. (2020).

Summary:

In this paper, the authors review the use of probability and statistics in various branches of civil engineering, including engineering mechanics, construction planning, and geotechnical engineering. The paper discusses the mathematical models and techniques that are commonly used in these fields and how they can be applied to real-life engineering problems.

Topic 2. Statistical Properties of Material Testing Data and Construction Projects: A Review" by A.S.A. Aboudi et al. (2019).

Summary:

This paper provides a comprehensive review of the statistical characteristics of data collected in material testing and construction projects. The authors discuss the types of data that are commonly collected, the sources of variability in the data, and the statistical methods that can be used to analyze and model the data. The paper also reviews the use of statistical techniques in various stages of the construction process, including designing and constructing structures, constructing highways, and designing geotechnical structures.

Topic 3. Data Analysis and Modelling of Bridge Performance Indicators

by R.O. Odutola et al. (2020).

Summary:

This paper discusses the application of statistics and statistical modeling to the analysis and evaluation of bridge performance. The authors explore the various performance indicators that are commonly used in the evaluation of bridge performance, including bridge availability, reliability, and safety. The paper also reviews the statistical techniques that can be used to analyze and model these performance indicators, including linear regression, survival analysis, and Bayesian modeling.

Topic 4. Applications of Statistics in Construction: A Review by M.I. Adepoju (2021).

Summary:

This paper provides a comprehensive review of the applications of statistics in the construction industry, including construction planning, construction quality control, and construction safety management. The author discusses the statistical techniques that are commonly used in these applications, including descriptive statistics, statistical process control, and statistical quality control. The paper also reviews how statistical methods can be used to improve the efficiency and effectiveness of construction projects.