Real Time Fault Monitoring of Industrial Processes

Real Time Fault Monitoring of Industrial Processes PDF Author: A.D. Pouliezos
Publisher: Springer Science & Business Media
ISBN: 9401583005
Category : Technology & Engineering
Languages : en
Pages : 542

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Book Description
This book presents a detailed and up-to-date exposition of fault monitoring methods in industrial processes and structures. The following approaches are explained in considerable detail: Model-based methods (simple tests, analytical redundancy, parameter estimation); knowledge-based methods; artificial neural network methods; and nondestructive testing, etc. Each approach is complemented by specific case studies from various industrial sectors (aerospace, chemical, nuclear, etc.), thus bridging theory and practice. This volume will be a valuable tool in the hands of professional and academic engineers. It can also be recommended as a supplementary postgraduate textbook. For scientists whose work involves automatic process control and supervision, statistical process control, applied statistics, quality control, computer-assisted predictive maintenance and plant monitoring, and structural reliability and safety.

Soft Sensors for Monitoring and Control of Industrial Processes

Soft Sensors for Monitoring and Control of Industrial Processes PDF Author: Luigi Fortuna
Publisher: Springer Science & Business Media
ISBN: 1846284805
Category : Technology & Engineering
Languages : en
Pages : 271

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Book Description
This book reviews current design paths for soft sensors, and guides readers in evaluating different choices. The book presents case studies resulting from collaborations between the authors and industrial partners. The solutions presented, some of which are implemented on-line in industrial plants, are designed to cope with a wide range of applications from measuring system backup and what-if analysis through real-time prediction for plant control to sensor diagnosis and validation.

Data-Driven Fault Detection for Industrial Processes

Data-Driven Fault Detection for Industrial Processes PDF Author: Zhiwen Chen
Publisher: Springer Vieweg
ISBN: 9783658167554
Category : Technology & Engineering
Languages : en
Pages : 112

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Book Description
Zhiwen Chen aims to develop advanced fault detection (FD) methods for the monitoring of industrial processes. With the ever increasing demands on reliability and safety in industrial processes, fault detection has become an important issue. Although the model-based fault detection theory has been well studied in the past decades, its applications are limited to large-scale industrial processes because it is difficult to build accurate models. Furthermore, motivated by the limitations of existing data-driven FD methods, novel canonical correlation analysis (CCA) and projection-based methods are proposed from the perspectives of process input and output data, less engineering effort and wide application scope. For performance evaluation of FD methods, a new index is also developed.

Real Time Microcomputer Control of Industrial Processes

Real Time Microcomputer Control of Industrial Processes PDF Author: S.G. Tzafestas
Publisher: Springer Science & Business Media
ISBN: 9400906099
Category : Computers
Languages : en
Pages : 532

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Book Description
The introduction of the microprocessor in computer and system engineering has motivated the development of many new concepts and has simplified the design of many modern industrial systems. During the first decade of their life. microprocessors have shown a tremendous evolution in all possible directions (technology. power. functionality. I/O handling. etc). Of course putting the microprocessors and their environmental devices into properly operating systems is a complex and difficult task requiring high skills for melding and integrating hardware. and systemic components. software This book was motivated by the editors' feeling that a cohesive reference is needed providing a good coverage of modern industrial applications of microprocessor-based real time control, together with latest advanced methodological issues. Unavoidably a single volume cannot be exhaustive. but the present book contains a sufficient number of important real-time applications. The book is divided in two sections. Section I deals with general hardware. software and systemic topics. and involves six chapters. Chapter 1. by Gupta and Toong. presents an overview of the development of microprocessors during their first twelve years of existence. Chapter 2. by Dasgupta. deals with a number of system software concepts for real time microprocessor-based systems (task scheduling. memory management. input-output aspects. programming language reqUirements.

Condition Monitoring and Diagnostic Engineering Management

Condition Monitoring and Diagnostic Engineering Management PDF Author: A. Starr
Publisher: Elsevier
ISBN: 9780080550787
Category : Technology & Engineering
Languages : en
Pages : 1020

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Book Description
This Proceedings contains the papers presented at the 14th International Conference on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2001), held in Manchester, UK, on 4-6 September 2001. COMADEM 2001 builds on the excellent reputation of previous conferences in this series, and is essential for anyone working in the field of condition monitoring and maintenance management. The scope of the conference is truly interdisciplinary. The Proceedings contains papers from six continents, written by experts in industry and academia the world over, bringing together the latest thoughts on topics including: Condition-based maintenance Reliability centred maintenance Asset management Industrial case studies Fault detection and diagnosis Prognostics Non-destructive evaluation Integrated diagnostics Vibration Oil and debris analysis Tribology Thermal techniques Risk assessment Structural health monitoring Sensor technology Advanced signal processing Neural networks Multivariate statistics Data compression and fusion This Proceedings also contains a wealth of industrial case studies, and the latest developments in education, training and certification. For more information on COMADEM's aims and scope, please visit http://www.comadem.com

Fault Detection and Diagnosis in Engineering Systems

Fault Detection and Diagnosis in Engineering Systems PDF Author: Janos Gertler
Publisher: CRC Press
ISBN: 135144879X
Category : Technology & Engineering
Languages : en
Pages : 504

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Book Description
Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.

Fault Detection, Supervision and Safety of Technical Processes 2003 (SAFEPROCESS 2003)

Fault Detection, Supervision and Safety of Technical Processes 2003 (SAFEPROCESS 2003) PDF Author: Marcel Staroswiecki
Publisher: Elsevier
ISBN: 9780080440118
Category : Science
Languages : en
Pages : 1204

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Book Description
A three-volume work bringing together papers presented at 'SAFEPROCESS 2003', including four plenary papers on statistical, physical-model-based and logical-model-based approaches to fault detection and diagnosis, as well as 178 regular papers.

Fault-Diagnosis Systems

Fault-Diagnosis Systems PDF Author: Rolf Isermann
Publisher: Springer Science & Business Media
ISBN: 3540303685
Category : Technology & Engineering
Languages : en
Pages : 475

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Book Description
With increasing demands for efficiency and product quality plus progress in the integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, it considers the reliability, availability, safety and systems integrity of technical processes. Then fault-detection methods for single signals without models such as limit and trend checking and with harmonic and stochastic models, such as Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals such as parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire demonstrate applications.

Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes

Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes PDF Author: Zhiwei Gao
Publisher: MDPI
ISBN: 3036506888
Category : Science
Languages : en
Pages : 514

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Book Description
The book documents 25 papers collected from the Special Issue “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”, highlighting recent research trends in complex industrial processes. The book aims to stimulate the research field and be of benefit to readers from both academic institutes and industrial sectors.

Real Time Fault Monitoring of Industrial Processes

Real Time Fault Monitoring of Industrial Processes PDF Author: A.D. Pouliezos
Publisher: Springer Science & Business Media
ISBN: 9401583005
Category : Technology & Engineering
Languages : en
Pages : 542

View

Book Description
This book presents a detailed and up-to-date exposition of fault monitoring methods in industrial processes and structures. The following approaches are explained in considerable detail: Model-based methods (simple tests, analytical redundancy, parameter estimation); knowledge-based methods; artificial neural network methods; and nondestructive testing, etc. Each approach is complemented by specific case studies from various industrial sectors (aerospace, chemical, nuclear, etc.), thus bridging theory and practice. This volume will be a valuable tool in the hands of professional and academic engineers. It can also be recommended as a supplementary postgraduate textbook. For scientists whose work involves automatic process control and supervision, statistical process control, applied statistics, quality control, computer-assisted predictive maintenance and plant monitoring, and structural reliability and safety.

Real Time Fault Monitoring of Industrial Processes

Real Time Fault Monitoring of Industrial Processes PDF Author: Anastasios Pouliezos
Publisher: Springer
ISBN: 9789401583015
Category : Technology & Engineering
Languages : en
Pages : 542

View

Book Description


Soft Sensors for Monitoring and Control of Industrial Processes

Soft Sensors for Monitoring and Control of Industrial Processes PDF Author: Luigi Fortuna
Publisher: Springer Science & Business Media
ISBN: 1846284805
Category : Technology & Engineering
Languages : en
Pages : 271

View

Book Description
This book reviews current design paths for soft sensors, and guides readers in evaluating different choices. The book presents case studies resulting from collaborations between the authors and industrial partners. The solutions presented, some of which are implemented on-line in industrial plants, are designed to cope with a wide range of applications from measuring system backup and what-if analysis through real-time prediction for plant control to sensor diagnosis and validation.

Data-Driven Fault Detection for Industrial Processes

Data-Driven Fault Detection for Industrial Processes PDF Author: Zhiwen Chen
Publisher: Springer Vieweg
ISBN: 9783658167554
Category : Technology & Engineering
Languages : en
Pages : 112

View

Book Description
Zhiwen Chen aims to develop advanced fault detection (FD) methods for the monitoring of industrial processes. With the ever increasing demands on reliability and safety in industrial processes, fault detection has become an important issue. Although the model-based fault detection theory has been well studied in the past decades, its applications are limited to large-scale industrial processes because it is difficult to build accurate models. Furthermore, motivated by the limitations of existing data-driven FD methods, novel canonical correlation analysis (CCA) and projection-based methods are proposed from the perspectives of process input and output data, less engineering effort and wide application scope. For performance evaluation of FD methods, a new index is also developed.

Real Time Microcomputer Control of Industrial Processes

Real Time Microcomputer Control of Industrial Processes PDF Author: S.G. Tzafestas
Publisher: Springer Science & Business Media
ISBN: 9400906099
Category : Computers
Languages : en
Pages : 532

View

Book Description
The introduction of the microprocessor in computer and system engineering has motivated the development of many new concepts and has simplified the design of many modern industrial systems. During the first decade of their life. microprocessors have shown a tremendous evolution in all possible directions (technology. power. functionality. I/O handling. etc). Of course putting the microprocessors and their environmental devices into properly operating systems is a complex and difficult task requiring high skills for melding and integrating hardware. and systemic components. software This book was motivated by the editors' feeling that a cohesive reference is needed providing a good coverage of modern industrial applications of microprocessor-based real time control, together with latest advanced methodological issues. Unavoidably a single volume cannot be exhaustive. but the present book contains a sufficient number of important real-time applications. The book is divided in two sections. Section I deals with general hardware. software and systemic topics. and involves six chapters. Chapter 1. by Gupta and Toong. presents an overview of the development of microprocessors during their first twelve years of existence. Chapter 2. by Dasgupta. deals with a number of system software concepts for real time microprocessor-based systems (task scheduling. memory management. input-output aspects. programming language reqUirements.

Condition Monitoring and Diagnostic Engineering Management

Condition Monitoring and Diagnostic Engineering Management PDF Author: A. Starr
Publisher: Elsevier
ISBN: 9780080550787
Category : Technology & Engineering
Languages : en
Pages : 1020

View

Book Description
This Proceedings contains the papers presented at the 14th International Conference on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2001), held in Manchester, UK, on 4-6 September 2001. COMADEM 2001 builds on the excellent reputation of previous conferences in this series, and is essential for anyone working in the field of condition monitoring and maintenance management. The scope of the conference is truly interdisciplinary. The Proceedings contains papers from six continents, written by experts in industry and academia the world over, bringing together the latest thoughts on topics including: Condition-based maintenance Reliability centred maintenance Asset management Industrial case studies Fault detection and diagnosis Prognostics Non-destructive evaluation Integrated diagnostics Vibration Oil and debris analysis Tribology Thermal techniques Risk assessment Structural health monitoring Sensor technology Advanced signal processing Neural networks Multivariate statistics Data compression and fusion This Proceedings also contains a wealth of industrial case studies, and the latest developments in education, training and certification. For more information on COMADEM's aims and scope, please visit http://www.comadem.com

Fault Detection and Diagnosis in Engineering Systems

Fault Detection and Diagnosis in Engineering Systems PDF Author: Janos Gertler
Publisher: CRC Press
ISBN: 135144879X
Category : Technology & Engineering
Languages : en
Pages : 504

View

Book Description
Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.

Fault Detection, Supervision and Safety of Technical Processes 2003 (SAFEPROCESS 2003)

Fault Detection, Supervision and Safety of Technical Processes 2003 (SAFEPROCESS 2003) PDF Author: Marcel Staroswiecki
Publisher: Elsevier
ISBN: 9780080440118
Category : Science
Languages : en
Pages : 1204

View

Book Description
A three-volume work bringing together papers presented at 'SAFEPROCESS 2003', including four plenary papers on statistical, physical-model-based and logical-model-based approaches to fault detection and diagnosis, as well as 178 regular papers.

Fault-Diagnosis Systems

Fault-Diagnosis Systems PDF Author: Rolf Isermann
Publisher: Springer Science & Business Media
ISBN: 3540303685
Category : Technology & Engineering
Languages : en
Pages : 475

View

Book Description
With increasing demands for efficiency and product quality plus progress in the integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, it considers the reliability, availability, safety and systems integrity of technical processes. Then fault-detection methods for single signals without models such as limit and trend checking and with harmonic and stochastic models, such as Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals such as parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire demonstrate applications.

Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes

Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes PDF Author: Zhiwei Gao
Publisher: MDPI
ISBN: 3036506888
Category : Science
Languages : en
Pages : 514

View

Book Description
The book documents 25 papers collected from the Special Issue “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”, highlighting recent research trends in complex industrial processes. The book aims to stimulate the research field and be of benefit to readers from both academic institutes and industrial sectors.