Optimal State Estimation For Process Monitoring Fault Diagnosis And Control

Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control presents various mechanistic model based state estimators and data-driven model based state estimators with a special emphasis on their development and applications to process monitoring, fault diagnosis and control. The design and analysis of different state estimators are highlighted with a number of applications and case studies concerning to various real chemical and biochemical processes. The book starts with the introduction of basic concepts, extending to classical methods and successively leading to advances in this field. Design and implementation of various classical and advanced state estimation methods to solve a wide variety of problems makes this book immensely useful for the audience working in different disciplines in academics, research and industry in areas concerning to process monitoring, fault diagnosis, control and related disciplines. Describes various classical and advanced versions of mechanistic model based state estimation algorithms Describes various data-driven model based state estimation techniques Highlights a number of real applications of mechanistic model based and data-driven model based state estimators/soft sensors Beneficial to those associated with process monitoring, fault diagnosis, online optimization, control and related areas

The objective of this book is to present the up-to-date research developments and novel methodologies on state estimation and fault diagnosis (FD) techniques for a class of complex systems subject to closed-loop control, nonlinearities, and stochastic phenomena. It covers state estimation design methodologies and FD unit design methodologies including framework of optimal filter and FD unit design, robust filter and FD unit design, stability, and performance analysis for the considered systems subject to various kinds of complex factors. Features: Reviews latest research results on the state estimation and fault diagnosis issues. Presents comprehensive framework constituted for systems under imperfect measurements. Includes quantitative performance analyses to solve problems in practical situations. Provides simulation examples extracted from practical engineering scenarios. Discusses proper and novel techniques such as the Carleman approximation and completing the square method is employed to solve the mathematical problems. This book aims at Graduate students, Professionals and Researchers in Control Science and Application, Stochastic Process, Fault Diagnosis, and Instrumentation and Measurement.

This book unifies existing and emerging concepts concerning state estimation, fault detection, fault isolation and fault estimation on industrial systems with an emphasis on a variety of network-induced phenomena, fault diagnosis and remaining useful life for industrial equipment. It covers state estimation/monitor, fault diagnosis and remaining useful life prediction by drawing on the conventional theories of systems science, signal processing and machine learning. Features: Unifies existing and emerging concepts concerning robust filtering and fault diagnosis with an emphasis on a variety of network-induced complexities. Explains theories, techniques, and applications of state estimation as well as fault diagnosis from an engineering-oriented perspective. Provides a series of latest results in robust/stochastic filtering, multidate sample, and time-varying system. Captures diagnosis (fault detection, fault isolation and fault estimation) for time-varying multi-rate systems. Includes simulation examples in each chapter to reflect the engineering practice. This book aims at graduate students, professionals and researchers in control science and application, system analysis, artificial intelligence, and fault diagnosis.

Health Effects of Indoor Air Pollution, Volume Two, Air Pollution, Human Health, and the Environment is part of a three volume series. This volume covers the various classifications of indoor air pollutants and discusses the health impact of indoor pollutants, such as gaseous pollutants and particulate matter. It also examines epidemiological studies related to different air pollutants on health and the workplace. This book begins with an overview of classifications, sources, and occurrences of indoor air pollutants. It also examines the environmental and health impacts due to organic and inorganic air pollutants and how to mitigate them through exposure and risk management. Other sections explore “sick building syndrome,” which causes acute health and discomfort that appears to be linked to time spent in a building. Recent trends and control strategies for occupation exposure due to poor indoor air quality in industrial and nonindustrial workplaces to human health are also covered. This book is a valuable reference for academicians, researchers, and students in environmental health, public health, and occupational health, as well as environmental engineers, meteorologists, epidemiologists, medical researchers, and environmental toxicologists. Reviews sources and occurrences of organic and inorganic air pollutants Examines the health impact, such as “sick building syndrome,” and the effect of gaseous indoor pollutants and fine particulate matter on sensitive populations Discusses indoor air quality and the link between ventilation, indoor air pollutants, and environmental quality

Diseases and Health Consequences of Air Pollution, Volume Three, Air Pollution, Human Health, and the Environment is part of a three-volume series. This volume focuses on epidemiological studies and diseases attributed to ambient and indoor air pollutants. It opens with an overview of diseases and health consequences due to air pollution. The chapters discuss health conditions such as respiratory issues, cardiovascular diseases, hypertension and blood pressure, diabetes, nervous system, brain, cancer, stroke—cerebrovascular disease, and skin disease that are linked to exposure to indoor and outdoor air pollutants. The book also evaluates the health cost and economic burden of air pollution and offers risk management and solutions to mitigate the health implications of indoor and ambient air pollution. This book provides a single source solution and the latest information about the diseases attributed to air pollutants and their health impact. It will be a valuable reference for academicians, researchers, and students in environmental health, public health, and occupational health, as well as environmental engineers, meteorologists, epidemiologists, medical researchers, and environmental toxicologists. Discusses diseases attributed to air pollutants Explains the mechanism of air pollutants on human organs Examines human epidemiological studies and case studies on disease outcomes due to air pollutants Covers health cost and economic burden evaluation of air pollution

Health and Environmental Effects of Ambient Air Pollution is part of a series of three volumes for Air Pollution, Human Health, and the Environment. Volume 1 discusses the adverse consequences of ambient air pollutants on human health, animals, plants, and structures. This book examines the production of ambient air pollutants in the environment. It begins with an overview of the classifications, sources, and occurrences of outdoor air pollutants. This book covers meteorological, climate, and topographical factors affecting air pollution, discusses how urbanization and industrialization affect air quality, and explores how climate conditions like global warming, acid rain, and airborne particulate matter impact human health. It also looks at epidemiology studies and socioeconomic aspects of outdoor air pollution, estimating health and cost effects, air quality indices, guidelines, standards, and information networks of ambient air pollutants. With contributors from experts in the field, this book is a valuable reference for academicians, researchers, and students in environmental health, public health, and occupational health, as well as environmental engineers, meteorologists, epidemiologists, medical researchers, and environmental toxicologists. Discusses both causes of ambient air pollution and the toxicological impact on human health Covers the health risk assessment of ambient air with an emphasis on the elements, exposure, and risk management Examines air quality management and other ambient air pollution solutions Discusses the environmental effects of ambient air pollutants like climate change and global warming Examines the epidemiology studies, estimating health and cost effects

This book presents recent advances in fault diagnosis and fault-tolerant control of dynamic processes. Its impetus derives from the need for an overview of the challenges of the fault diagnosis technique and sustainable control, especially for those demanding systems that require reliability, availability, maintainability, and safety to ensure efficient operations. Moreover, the need for a high degree of tolerance with respect to possible faults represents a further key point, primarily for complex systems, as modeling and control are inherently challenging, and maintenance is both expensive and safety-critical. Diagnosis and Fault-tolerant Control 2 also presents and compares different fault diagnosis and fault-tolerant schemes, using well established, innovative strategies for modeling the behavior of the dynamic process under investigation. An updated treatise of diagnosis and fault-tolerant control is addressed with the use of essential and advanced methods including signal-based, model-based and data-driven techniques. Another key feature is the application of these methods for dealing with robustness and reliability.

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.