Kindly note that we have put a lot of effort into researching the best books on Process Monitoring and Fault Diagnosis subject and came out with a recommended list of top 10 best books. The table below contains the Name of these best books, their authors, publishers and an unbiased review of books on "Process Monitoring and Fault Diagnosis" as well as links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these top books; the table serves as a ready reckoner list of these best books.
|1. “Fault Detection and Diagnosis in Industrial Systems” by Chiang and R D Braatz
Book Review: This book explains the methodologies of fault tolerance and detection for modern chemical plants that are used to reduce downtime thereby increasing the plant operation safety and reducing the manufacturing costs. The book also presents theoretical concepts and practical methods for process monitoring related to data. The book also demonstrates the applications of process monitoring techniques and analyses the strengths and weaknesses of every approach.
|2. “Fault Detection and Diagnosis in Chemical and Petrochemical Processes” by Himmelblau D M|
|3. “Fault Detection and Diagnosis in Engineering Systems” by Gertler J J
Book Review: This book provides a model based solution for detecting faults that occur in engineering systems and help in their diagnosis. The book also contains updated information that explains the prevention of product deterioration, performance degradation and machine damage. This book is very useful for college and university students. The book also demonstrates the applications of process monitoring techniques and analyses the strengths and weaknesses of every approach.
| 4. “Data Mining and Knowledge Discovery for Process Monitoring and Control” by Xue Z Wang
“Data Mining and Knowledge Discovery for Process Monitoring and Control” Book Review: The book focuses on advancements in automatic analysis of process. It is recommended for plant operators and supervisors in design of process monitoring. It introduces the readers to novel concepts and methodologies to develop intelligent systems to be used in process monitoring, control and diagnosis. The book covers both history and modern advancements of the field. A few topics covered are: data mining, knowledge discovery, data preprocessing, multivariate statistical analysis.
| 5. “Process Monitoring, Diagnostics and Prognostics in Machining Processes” by Fatih Camci
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“Process Monitoring, Diagnostics and Prognostics in Machining Processes” Book Review: The book in discussion focuses on diagnostics and estimate of failure of processes. The book utilizes support vector machines and Markov models for this. The methods employed in the book can be extended to non-stationary processes. The book familiarizes readers with detecting abrupt failures and identifying the state of failures (health state estimation). The book also discusses prognostics such as estimation of RUL of the machines.
| 6. “Multivariate Statistical Process Control” by Zhihuan Song
“Multivariate Statistical Process Control” Book Review: The book covers the developments in the field of MSPC in recent times. It is prescribed for researchers, students of graduate level courses. The book discusses new MSPC-based approaches for difficult and complex problems. Emphasis is laid on different facets of industrial control. Readers can find several case studies elaborated in the book.
| 7. “Fault Diagnosis of Analog Integrated Circuits” by Kabisatpathy
“Fault Diagnosis of Analog Integrated Circuits” Book Review: The main idea of the book is analysis of analog circuits. It targets students of graduate level courses. The book covers circuits of both MOS and bipolar technology. It introduces readers to fault diagnosis of analog part of any circuits. The readers can find the concepts elucidated with the help of numerous problems.
| 8. “Vehicle Electronic Systems and Fault Diagnosis” by Allan W M Bonnick
“Vehicle Electronic Systems and Fault Diagnosis” Book Review: The book covers all the key concepts of electronics implemented in vehicle systems. It can be accessed by researchers and students of the automobile industry. The book introduces the readers to all the electronic equipment and systems used in vehicles. It also elucidates methods of fault diagnosis of these electronic systems of vehicles. It also explains the repairing process of these systems. The readers can find several diagrams and illustrations complementing the contents of the book.
| 9. “Fault-Diagnosis Systems : An Introduction from Fault Detection to Fault Tolerance” by Isermann
“Fault-Diagnosis Systems : An Introduction from Fault Detection to Fault Tolerance” Book Review: The book focuses on advanced methods of fault detection and diagnosis. It discusses a few important terms before diving into complex topics such as reliability, availability, safety and systems integrity. Further, mathematical models such as Fourier analysis, correlation and wavelets used in fault detection are explained. Fault diagnosis methods explained in the book include Bayes classification, neural networks, hybrid fuzzy-neuro systems. The readers can find numerous practical examples used throughout the text. A few other concepts covered include: parameter estimation, parity equations, observers and principal component analysis.
| 10. “Issues of Fault Diagnosis for Dynamic Systems” by Paul M Frank
“Issues of Fault Diagnosis for Dynamic Systems” Book Review: The book covers the key concepts of fault diagnosis. It is prescribed for researchers, engineers and students in the domain of dynamic systems. Emphasis is laid on advancements of new concepts and their applications. The book covers all the major issues faced in fault analysis and diagnosis of dynamic systems. It also explains the mathematical models involved in certain topics. Limitations of these mathematical models and alternative methods are also illustrated.
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