Applied Data Analysis and Modeling for Energy Engineers and Scientists

Applied Data Analysis and Modeling for Energy Engineers and Scientists – Digital Instant Dowload.

Product details:

• ISBN:1441996125
• ISBN-13:9781441996121
• Authors: T Agami Reddy

Applied Data Analysis and Modeling for Energy Engineers and Scientists fills an identified gap in engineering and science education and practice for both students and practitioners. It demonstrates how to apply concepts and methods learned in disparate courses such as mathematical modeling, probability,statistics, experimental design, regression, model building, optimization, risk analysis and decision-making to actual engineering processes and systems. The text provides a formal structure that offers a basic, broad and unified perspective,while imparting the knowledge, skills and confidence to work in data analysis and modeling. This volume uses numerous solved examples, published case studies from the author’s own research, and well-conceived problems in order to enhance comprehension levels among readers and their understanding of the “processes”along with the tools.

Table contents:

1. Mathematical Models and Data Analysis
2. Probability Concepts and Probability Distributions
3. Data Collection and Preliminary Data Analysis
4. Making Statistical Inferences from Samples
5. Estimation of Linear Model Parameters Using Least Squares
6. Design of Experiments
7. Optimization Methods
8. Classification and Clustering Methods
9. Analysis of Time Series Data
10. Parameter Estimation Methods
11. Inverse Methods
12. Risk Analysis and Decision-Making

Title Tag:

Expert Guide on Applied Data Analysis for Energy Engineers
Advanced Modeling Techniques for Energy Scientists
Unveiling Data Analysis and Modeling Strategies for Energy Engineers and Scientists