Reliability Analysis and Modeling for Complex Systems

Seifedine Kadry, Shubham Mahajan

• Publisher: Elsevier
• Year: 2025
• Topic: Technology & Engineering
• eBook ISBN:
  9780443336560
• Subtopic: Mechanical Engineering
• Index: Technology & Engineering

Reliability Analysis and Modeling for Complex Systems is a crucial resource for engineers and technologists grappling with modern challenges. As technology advances and safety concerns mount, the complexity of systems like autonomous vehicles and critical infrastructure demands innovative reliability assessment methods. This book bridges theory and practice, offering practical solutions for professionals navigating the intricate world of reliability engineering. Through real-world case studies and interdisciplinary insights, it equips readers to address the multifaceted challenges of ensuring dependability in today's interconnected technological landscape. - Dives deeply into advanced probabilistic modeling and analysis techniques tailored for complex systems. This content addresses the needs of reliability engineers and researchers who seek to apply cutting-edge methods to their projects - Includes interdisciplinary perspectives, such as human factors and cyber-physical systems, which is essential for addressing the real-world challenges the target audience faces. This approach will help readers tackle complex system reliability from multiple angles - Real-world case studies that bridge theory and practice, helping practitioners and academics understand how to apply reliability analysis to complex systems in various domains

Table of contents

• Cover image
• Title page
• Copyright
• Contents
• Contributors
• CHAPTER 1 The rationale behind reliability analysis in complex systems: Issues, challenges, and the imperative of addressing human factors
• CHAPTER 2 A reliability modeling and exploratory data analysis approach to understanding complex human well-being systems: Decoding the interplay of financial prosperity and life satisfaction
• CHAPTER 3 Deep learning augmented human detection and reliable assessment for search and rescue in disasters
• CHAPTER 4 Exploratory human factors analysis for reliable happiness perception in complex social media systems
• CHAPTER 5 Reliability in healthcare systems
• CHAPTER 6 Human factors design considerations for complex systems
• CHAPTER 7 Impact of smart healthcare devices in daily life
• CHAPTER 8 Enhancing complex system reliability through artificial intelligence-driven human factor analysis
• CHAPTER 9 Digitalization of healthcare: The rise of digital twin trend worldwide and its implementation in healthcare
• CHAPTER 10 Reliability analysis in healthcare systems addressing technical and human factors
• CHAPTER 11 Reliability in healthcare systems
• CHAPTER 12 Reliability in healthcare systems ensuring patient safety
• CHAPTER 13 The role of diet and nutrition in Alzheimer's disease: Exploring the gut-cognitive health connection
• CHAPTER 14 Optimizing Parkinson's disease detection based on machine learning and statistical feature selection approach
• CHAPTER 15 Reliability measures in wireless Zigbee network communication systems: Addressing data loss and remote signal strength
• CHAPTER 16 Solar power prediction using computer vision and machine intelligence: Predicting and optimizing solar energy generation
• Index