Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems
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Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems provides a comprehensive overview of the principles, methodologies, and cutting-edge techniques employed in the diagnosis and prognosis of faults in complex engineering systems. Through collaboration with experts, this book covers topics such as signal processing techniques, machine learning algorithms, statistical analysis methods, data-driven modeling approaches, and case studies in various engineering domains. With insights from both theoretical and practical perspectives, readers gain a thorough understanding of fault...
Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems provides a comprehensive overview of the principles, methodologies, and cutting-edge techniques employed in the diagnosis and prognosis of faults in complex engineering systems. Through collaboration with experts, this book covers topics such as signal processing techniques, machine learning algorithms, statistical analysis methods, data-driven modeling approaches, and case studies in various engineering domains. With insights from both theoretical and practical perspectives, readers gain a thorough understanding of fault diagnosis and prognosis techniques and their applications in enhancing the reliability and performance of engineering systems. Bridging theory and practice, this book empowers engineers and practitioners to adopt proactive maintenance strategies and predictive analytics for optimizing operational efficiency and minimizing risks in critical infrastructure and industrial processes.
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