Intelligent Condition Based Monitoring
For Turbines, Compressors, and Other Rotating Machines
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Beschreibung
This book discusses condition based monitoring of rotating machines using intelligent adaptive systems. The book employs computational intelligence and fuzzy control principles to deliver a module that can adaptively monitor and optimize machine health and performance. This book covers design and performance of such systems and provides case studies and data models for fault detection and diagnosis. The contents cover everything from optimal sensor positioning to fault diagnosis. The principles laid out in this book can be applied across rotating machinery such as turbines, compressors, and aircraft engines. The adaptive fault diagnostics systems presented can be used in multiple time and safety critical applications in domains such as aerospace, automotive, deep earth and deep water exploration, and energy.
This book discusses condition based monitoring of rotating machines using intelligent adaptive systems. The book employs computational intelligence and fuzzy control principles to deliver a module that can adaptively monitor and optimize machine health and performance. This book covers design and performance of such systems and provides case studies and data models for fault detection and diagnosis. The contents cover everything from optimal sensor positioning to fault diagnosis. The principles laid out in this book can be applied across rotating machinery such as turbines, compressors, and aircraft engines. The adaptive fault diagnostics systems presented can be used in multiple time and safety critical applications in domains such as aerospace, automotive, deep earth and deep water exploration, and energy.
Takes an application oriented approach towards condition based monitoring Covers data collections and analyses based methodologies for condition based maintenance strategies and techniques Presents a detailed study from sensor positioning to detection of fault
Autor*in
Nishchal K. Verma
Themen in »Intelligent Condition Based Monitoring«
Intelligent Condition Based Monitoring Condition Based monitoring Fault Diagnosis Rotary Machines Model Based Fault Diagnosis Machine Health Monitoring Feature Extraction Rotating Machine Selection Rotating Machine Classification Smartphone Based Condition Monitoring quality control, reliability, safety and risk