Description
With a focus on real-world applications, this book delves into the fundamentals of probability, exploring concepts such as random variables, probability distributions, and conditional probability. It then delves into statistical methods for data analysis, encompassing descriptive and inferential statistics, hypothesis testing, regression analysis, and time series analysis.
Venturing into the realm of reliability engineering, the book investigates concepts such as reliability measures, failure modes and mechanisms, reliability modeling, testing, and improvement techniques. It also explores various probability distributions commonly encountered in engineering, including continuous, discrete, multivariate, and extreme value distributions.
Furthermore, the book delves into statistical quality control, covering topics such as statistical process control, control charts, acceptance sampling, and quality improvement methodologies. It also explores risk and uncertainty analysis, examining risk assessment and management, uncertainty quantification and propagation, sensitivity analysis, and decision making under uncertainty.
Throughout the book, readers will embark on a journey through diverse engineering applications, witnessing how probability, reliability, and statistical methods are applied in fields such as structural engineering, mechanical engineering, electrical and electronic engineering, and emerging areas such as artificial intelligence and machine learning for reliability.
Written in an engaging and accessible style, this book is an invaluable resource for engineering students, practitioners, and researchers seeking to enhance their understanding and skills in probability, reliability, and statistical methods. With its comprehensive coverage, real-world examples, and practical exercises, this book is poised to become a cornerstone reference in the field of engineering.
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Language : English
Dimensions : 6 x 9 inches
Pages : 193 pages
Pasquale De Marco stands as a prolific author whose literary prowess knows no bounds. With a passion for storytelling that transcends genres, he has made a name for himself as a versatile writer with the extraordinary ability to captivate readers across diverse literary landscapes. His journey as an author is marked by an insatiable curiosity, a love for the written word, and a relentless commitment to sharing knowledge and experiences with the world.
Pasquale De Marco collaborates with a dedicated team of ghostreaders who assist him in evaluating and editing the manuscripts. His collaborators are not only skilled professionals but also avid readers who purchase and read books as a personal hobby. This unique blend of creativity allows Pasquale to push the boundaries of traditional publishing, making literature more accessible and diverse.






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