Probability And Its Applications For Engineers
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Probability and its Applications for Engineers
Demonstrating that probability is an applied science useful to engineers and covering, in two parts, all of the material that most engineers will encounter in practice, self-study or graduate study, this book offers a thorough development of probability theory and shows how the theory can be adapted to solve practical problems.;Part 1 of Probability and its Applications for Engineers explicates the theory and illustrates its use with concrete examples from such topics as quality control/acceptance sampling, telephone network blocking, economics and inventory control, the use of moments, and the overly conscientious worker phenomenon.;Developing basic results to a high degree, and comprehensively enough to cope with real engineering tasks, Part II elaborates on practical applications of the theory in areas of interest to practising engineers. Beginning with an introduction to statistics, Part II provides concise, self-contained examinations of control charts, tolerancing, reliability, random processes and decision trees.;With end-of-chapter problem sets and answers, a bibliography and over 1100 display equations, Probability and its Applications for Engineers sets out to provide a resource for quality and reliability, mechanical, and electrical and electronics engineers, and upper-level undergraduate, graduate and continuing-education students in these disciplines.
Statistics and Probability with Applications for Engineers and Scientists
Introducing the tools of statistics and probability from the ground up An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques, explaining step-by-step how to generate, analyze, and interpret data for diverse applications in engineering and the natural sciences. Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features: • Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices • A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method • Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology • A companion website containing data sets for Minitab and Microsoft Office Excel, as well as JMP ® routines and results Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.
The System Concept and Its Application to Engineering
Author: Erik W. Aslaksen
language: en
Publisher: Springer Science & Business Media
Release Date: 2012-09-13
Systems engineering is a mandatory approach in some industries, and is gaining wider acceptance for complex projects in general. However, under the imperative of delivering these projects on time and within budget, the focus has been mainly on the management aspects, with less attention to improving the core engineering activity – design. This book addresses the application of the system concept to design in several ways: by developing a deeper understanding of the system concept, by defining design and its characteristics within the process of engineering, and by applying the system concept to the early stage of design, where it has the greatest impact. A central theme of the book is that the purpose of engineering is to be useful in meeting the needs of society, and that therefore the ultimate measure of the benefit of applying the system concept should be the extent to which it advances the achievement of that purpose. Consequently, any consistent, top-down development of the functionality required of a solution to the problem of meeting a defined need must proceed from such a measure, and it is agued that a generalised form of Return on Investment is an appropriate measure. A theoretical framework for the development of functionality based on this measure and utilising the system concept is presented, together with some examples and practical guidelines.