Identification And Control Of Non Linear Distributed Parameter Systems

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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems

Author : Han-Xiong Li
Publisher : Springer Science & Business Media
ISBN 13 : 940070741X
Total Pages : 175 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems by : Han-Xiong Li

Download or read book Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems written by Han-Xiong Li and published by Springer Science & Business Media. This book was released on 2011-02-24 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal models and their relevant identifi cation approaches. In this book, a systematic overview and classifi cation on the modeling of DPS is presented fi rst, which includes model reduction, parameter estimation and system identifi cation. Next, a class of block-oriented nonlinear systems in traditional lumped parameter systems (LPS) is extended to DPS, which results in the spatio-temporal Wiener and Hammerstein systems and their identifi cation methods. Then, the traditional Volterra model is extended to DPS, which results in the spatio-temporal Volterra model and its identification algorithm. All these methods are based on linear time/space separation. Sometimes, the nonlinear time/space separation can play a better role in modeling of very complex processes. Thus, a nonlinear time/space separation based neural modeling is also presented for a class of DPS with more complicated dynamics. Finally, all these modeling approaches are successfully applied to industrial thermal processes, including a catalytic rod, a packed-bed reactor and a snap curing oven. The work is presented giving a unifi ed view from time/space separation. The book also illustrates applications to thermal processes in the electronics packaging and chemical industry. This volume assumes a basic knowledge about distributed parameter systems, system modeling and identifi cation. It is intended for researchers, graduate students and engineers interested in distributed parameter systems, nonlinear systems, and process modeling and control.

Identification and Control of Non-linear Distributed Parameter Systems

Author : Satyam Godasi
Publisher :
ISBN 13 :
Total Pages : 636 pages
Book Rating : 4.:/5 (64 download)

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Book Synopsis Identification and Control of Non-linear Distributed Parameter Systems by : Satyam Godasi

Download or read book Identification and Control of Non-linear Distributed Parameter Systems written by Satyam Godasi and published by . This book was released on 2002 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linear Parameter-varying System Identification

Author : Paulo Lopes dos Santos
Publisher : World Scientific
ISBN 13 : 9814355445
Total Pages : 402 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Linear Parameter-varying System Identification by : Paulo Lopes dos Santos

Download or read book Linear Parameter-varying System Identification written by Paulo Lopes dos Santos and published by World Scientific. This book was released on 2012 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. It focuses on the most recent LPV identification methods for both discrete-time and continuous-time models--

Nonlinear system identification. 1. Nonlinear system parameter identification

Author : Robert Haber
Publisher : Springer Science & Business Media
ISBN 13 : 9780792358565
Total Pages : 432 pages
Book Rating : 4.3/5 (585 download)

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Book Synopsis Nonlinear system identification. 1. Nonlinear system parameter identification by : Robert Haber

Download or read book Nonlinear system identification. 1. Nonlinear system parameter identification written by Robert Haber and published by Springer Science & Business Media. This book was released on 1999 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Control and Estimation of Distributed Parameter Systems: Nonlinear Phenomena

Author : Wolfgang Desch
Publisher : Birkhäuser
ISBN 13 : 303488530X
Total Pages : 403 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Control and Estimation of Distributed Parameter Systems: Nonlinear Phenomena by : Wolfgang Desch

Download or read book Control and Estimation of Distributed Parameter Systems: Nonlinear Phenomena written by Wolfgang Desch and published by Birkhäuser. This book was released on 2012-12-06 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: 22 papers on control of nonlinear partial differential equations highlight the area from a broad variety of viewpoints. They comprise theoretical considerations such as optimality conditions, relaxation, or stabilizability theorems, as well as the development and evaluation of new algorithms. A significant part of the volume is devoted to applications in engineering, continuum mechanics and population biology.

Control of Distributed Parameter Systems 1989

Author : M. Amouroux
Publisher : Elsevier
ISBN 13 : 1483298817
Total Pages : 533 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Control of Distributed Parameter Systems 1989 by : M. Amouroux

Download or read book Control of Distributed Parameter Systems 1989 written by M. Amouroux and published by Elsevier. This book was released on 2014-06-28 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents state-of-the-art reports on the theory, and current and future applications of control of distributed parameter systems. The papers cover the progress not only in traditional methodology and pure research in control theory, but also the rapid growth of its importance for different applications. This title will be of interest to researchers working in the areas of mathematics, automatic control, computer science and engineering.

Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos

Download Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos PDF Online Free

Author : Janya-anurak, Chettapong
Publisher : KIT Scientific Publishing
ISBN 13 : 3731506424
Total Pages : 248 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos by : Janya-anurak, Chettapong

Download or read book Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos written by Janya-anurak, Chettapong and published by KIT Scientific Publishing. This book was released on 2017-04-04 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this work, the Uncertainty Quantification (UQ) approaches combined systematically to analyze and identify systems. The generalized Polynomial Chaos (gPC) expansion is applied to reduce the computational effort. The framework using gPC based on Bayesian UQ proposed in this work is capable of analyzing the system systematically and reducing the disagreement between the model predictions and the measurements of the real processes to fulfill user defined performance criteria.

Estimation Techniques for Distributed Parameter Systems

Author : H.T. Banks
Publisher : Springer Science & Business Media
ISBN 13 : 1461237009
Total Pages : 328 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Estimation Techniques for Distributed Parameter Systems by : H.T. Banks

Download or read book Estimation Techniques for Distributed Parameter Systems written by H.T. Banks and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research detailed in this monograph was originally motivated by our interest in control problems involving partial and delay differential equations. Our attempts to apply control theory techniques to such prob lems in several areas of science convinced us that in the need for better and more detailed models of distributed/ continuum processes in biology and mechanics lay a rich, interesting, and challenging class of fundamen tal questions. These questions, which involve science and mathematics, are typical of those arising in inverse or parameter estimation problems. Our efforts on inverse problems for distributed parameter systems, which are infinite dimensional in the most common realizations, began about seven years ago at a time when rapid advances in computing capabilities and availability held promise for significant progress in the development of a practically useful as well as theoretically sound methodology for such problems. Much of the research reported in our presentation was not begun when we outlined the plans for this monograph some years ago. By publishing this monograph now, when only a part of the originally intended topics are covered (see Chapter VII in this respect), we hope to stimulate the research and interest of others in an area of scientific en deavor which has exceeded even our optimistic expectations with respect to excitement, opportunity, and stimulation. The computer revolution alluded to above and the development of new codes allow one to solve rather routinely certain estimation problems that would have been out of the question ten years ago.

Nonlinear System Identification

Author : Stephen A. Billings
Publisher : John Wiley & Sons
ISBN 13 : 1118535553
Total Pages : 611 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Nonlinear System Identification by : Stephen A. Billings

Download or read book Nonlinear System Identification written by Stephen A. Billings and published by John Wiley & Sons. This book was released on 2013-07-29 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains describes a comprehensive framework for the identification and analysis of nonlinear dynamic systems in the time, frequency, and spatio-temporal domains. This book is written with an emphasis on making the algorithms accessible so that they can be applied and used in practice. Includes coverage of: The NARMAX (nonlinear autoregressive moving average with exogenous inputs) model The orthogonal least squares algorithm that allows models to be built term by term where the error reduction ratio reveals the percentage contribution of each model term Statistical and qualitative model validation methods that can be applied to any model class Generalised frequency response functions which provide significant insight into nonlinear behaviours A completely new class of filters that can move, split, spread, and focus energy The response spectrum map and the study of sub harmonic and severely nonlinear systems Algorithms that can track rapid time variation in both linear and nonlinear systems The important class of spatio-temporal systems that evolve over both space and time Many case study examples from modelling space weather, through identification of a model of the visual processing system of fruit flies, to tracking causality in EEG data are all included to demonstrate how easily the methods can be applied in practice and to show the insight that the algorithms reveal even for complex systems NARMAX algorithms provide a fundamentally different approach to nonlinear system identification and signal processing for nonlinear systems. NARMAX methods provide models that are transparent, which can easily be analysed, and which can be used to solve real problems. This book is intended for graduates, postgraduates and researchers in the sciences and engineering, and also for users from other fields who have collected data and who wish to identify models to help to understand the dynamics of their systems.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 652 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1994 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Nutraceuticals and Functional Foods :

Author : G. K. Jayaprakasha
Publisher : EOLSS Publications
ISBN 13 : 178021037X
Total Pages : 354 pages
Book Rating : 4.7/5 (82 download)

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Book Synopsis Nutraceuticals and Functional Foods : by : G. K. Jayaprakasha

Download or read book Nutraceuticals and Functional Foods : written by G. K. Jayaprakasha and published by EOLSS Publications. This book was released on 2015-12-30 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nutraceuticals and Functional Foods is a component of Encyclopedia of Food and Agricultural Sciences, Engineering and Technology Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The present series on “Nutraceuticals and Functional Foods” focuses on the health-promoting properties of fruits and their active components involved in the prevention of chronic diseases. A world-class group of academic researchers and scientists wrote these chapters to provide state-of-the-art reviews. The nine chapters in this book provide an integrated picture of the health beneficial properties of functional foods. Chapters 1-3 address the health benefits of commonly consumed beverages such as tea, coffee, and fruit juices. Chapters 4-8 deal with the nutraceutical properties of major and highly consumed fruits, including pomegranates, citrus, grapes, kiwifruits, annona, and berries. In addition, these chapters discuss consumer interest in naturally colored foods with regard to absorption, metabolism, and antioxidant capacity, followed by the causes of inflammatory diseases and diabetes, as well as various biological activities that can overcome these health concerns. Chapter 9 presents the heart health benefits of plant sterols, these compounds found naturally in whole grains, nuts, oil seeds and legumes as well as fruits, and are structurally similar to cholesterol and can reduce total and LDL cholesterol levels in humans. Thus, this series comprehensively describes the basic information that will be useful for scientists, researchers, teachers, and consumers. This volume is aimed at the following major target audiences: University and College Students, Educators, Professional Practitioners, and Research Personnel.

Computational Intelligence - Volume II

Author : Hisao Ishibuchi
Publisher : EOLSS Publications
ISBN 13 : 1780210213
Total Pages : 410 pages
Book Rating : 4.7/5 (82 download)

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Book Synopsis Computational Intelligence - Volume II by : Hisao Ishibuchi

Download or read book Computational Intelligence - Volume II written by Hisao Ishibuchi and published by EOLSS Publications. This book was released on 2015-12-30 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a component of Encyclopedia of Technology, Information, and Systems Management Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Computational intelligence is a rapidly growing research field including a wide variety of problem-solving techniques inspired by nature. Traditionally computational intelligence consists of three major research areas: Neural Networks, Fuzzy Systems, and Evolutionary Computation. Neural networks are mathematical models inspired by brains. Neural networks have massively parallel network structures with many neurons and weighted connections. Whereas each neuron has a simple input-output relation, a neural network with many neurons can realize a highly non-linear complicated mapping. Connection weights between neurons can be adjusted in an automated manner by a learning algorithm to realize a non-linear mapping required in a particular application task. Fuzzy systems are mathematical models proposed to handle inherent fuzziness in natural language. For example, it is very difficult to mathematically define the meaning of “cold” in everyday conversations such as “It is cold today” and “Can I have cold water”. The meaning of “cold” may be different in a different situation. Even in the same situation, a different person may have a different meaning. Fuzzy systems offer a mathematical mechanism to handle inherent fuzziness in natural language. As a result, fuzzy systems have been successfully applied to real-world problems by extracting linguistic knowledge from human experts in the form of fuzzy IF-THEN rules. Evolutionary computation includes various population-based search algorithms inspired by evolution in nature. Those algorithms usually have the following three mechanisms: fitness evaluation to measure the quality of each solution, selection to choose good solutions from the current population, and variation operators to generate offspring from parents. Evolutionary computation has high applicability to a wide range of optimization problems with different characteristics since it does not need any explicit mathematical formulations of objective functions. For example, simulation-based fitness evaluation is often used in evolutionary design. Subjective fitness evaluation by a human user is also often used in evolutionary art and music. These volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers.

Computational Intelligence - Volume I

Author : Hisao Ishibuchi
Publisher : EOLSS Publications
ISBN 13 : 1780210205
Total Pages : 400 pages
Book Rating : 4.7/5 (82 download)

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Book Synopsis Computational Intelligence - Volume I by : Hisao Ishibuchi

Download or read book Computational Intelligence - Volume I written by Hisao Ishibuchi and published by EOLSS Publications. This book was released on 2015-12-30 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a component of Encyclopedia of Technology, Information, and Systems Management Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Computational intelligence is a rapidly growing research field including a wide variety of problem-solving techniques inspired by nature. Traditionally computational intelligence consists of three major research areas: Neural Networks, Fuzzy Systems, and Evolutionary Computation. Neural networks are mathematical models inspired by brains. Neural networks have massively parallel network structures with many neurons and weighted connections. Whereas each neuron has a simple input-output relation, a neural network with many neurons can realize a highly non-linear complicated mapping. Connection weights between neurons can be adjusted in an automated manner by a learning algorithm to realize a non-linear mapping required in a particular application task. Fuzzy systems are mathematical models proposed to handle inherent fuzziness in natural language. For example, it is very difficult to mathematically define the meaning of “cold” in everyday conversations such as “It is cold today” and “Can I have cold water”. The meaning of “cold” may be different in a different situation. Even in the same situation, a different person may have a different meaning. Fuzzy systems offer a mathematical mechanism to handle inherent fuzziness in natural language. As a result, fuzzy systems have been successfully applied to real-world problems by extracting linguistic knowledge from human experts in the form of fuzzy IF-THEN rules. Evolutionary computation includes various population-based search algorithms inspired by evolution in nature. Those algorithms usually have the following three mechanisms: fitness evaluation to measure the quality of each solution, selection to choose good solutions from the current population, and variation operators to generate offspring from parents. Evolutionary computation has high applicability to a wide range of optimization problems with different characteristics since it does not need any explicit mathematical formulations of objective functions. For example, simulation-based fitness evaluation is often used in evolutionary design. Subjective fitness evaluation by a human user is also often used in evolutionary art and music. These volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers.

Intelligent Systems: From Theory to Practice

Author : Vassil Sgurev
Publisher : Springer
ISBN 13 : 3642134289
Total Pages : 574 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Intelligent Systems: From Theory to Practice by : Vassil Sgurev

Download or read book Intelligent Systems: From Theory to Practice written by Vassil Sgurev and published by Springer. This book was released on 2010-09-23 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the modern science and technology there are some research directions and ch- lenges which are at the forefront of world wide research activities because of their relevance. This relevance may be related to different aspects. First, from a point of view of researchers it can be implied by just an analytic or algorithmic difficulty in the solution of problems within an area. From a broader perspective, this re- vance can be related to how important problems and challenges in a particular area are to society, corporate or national competitiveness, etc. Needless to say that the latter, more global challenges are probably more decisive a driving force for s- ence seen from a global perspective. One of such “meta-challenges” in the present world is that of intelligent s- tems. For a long time it has been obvious that the complexity of our world and the speed of changes we face in virtually all processes that have impact on our life imply a need to automate many tasks and processes that have been so far limited to human beings because they require some sort of intelligence.

Agricultural Mechanization and Automation - Volume I

Author : Paul McNulty
Publisher : EOLSS Publications
ISBN 13 : 1848260962
Total Pages : 518 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Agricultural Mechanization and Automation - Volume I by : Paul McNulty

Download or read book Agricultural Mechanization and Automation - Volume I written by Paul McNulty and published by EOLSS Publications. This book was released on 2009-07-28 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agricultural Mechanization and Automation is a component of Encyclopedia of Food and Agricultural Sciences, Engineering and Technology Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The mechanization of farming practices throughout the world has revolutionized food production, enabling it to maintain pace with population growth except in some less-developed countries, most notably in Africa. Agricultural mechanization has involved the partial or full replacement of human energy and animal-powered equipment (e.g. plows, seeders and harvesters) by engine-driven equipment. The theme on Agricultural Mechanization and Automation cover six main topics: Technology and Power in Agriculture; Farm Machinery; Facilities and Equipment for Livestock Management; Environmental Monitoring; Recovery and Use of Wastes and by-Products; Slaughtering and Processing of Livestock, which are then expanded into multiple subtopics, each as a chapter. These two volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.

Applications of Nonlinear Programming to Optimization and Control

Author : H. E. Rauch
Publisher : Elsevier
ISBN 13 : 1483148394
Total Pages : 156 pages
Book Rating : 4.4/5 (831 download)

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Book Synopsis Applications of Nonlinear Programming to Optimization and Control by : H. E. Rauch

Download or read book Applications of Nonlinear Programming to Optimization and Control written by H. E. Rauch and published by Elsevier. This book was released on 2014-05-23 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Nonlinear Programming to Optimization and Control is a collection of papers presented at the Fourth International Federation of Automatic Control Workshop by the same title, held in San Francisco, California on June 20-21, 1983. This workshop aims to exchange information on the applications of optimization and nonlinear programming techniques to real-life control problems, to investigate ideas that arise from these exchanges, and to look for advances in nonlinear programming that are useful in solving control problems. This book is divided into 16 chapters. It covers a wide range of related topics, starting with computer-aided-design of practical control systems, continuing through advanced work on quasi-Newton methods and gradient restoration algorithms. Other chapters provide specific examples, which apply these methods to representative problems. The remaining chapters present examples, including trajectory optimization, optimal design of a structure for a satellite, identification of hovercraft characteristics, determination of optimal electricity generation, and optimal automatic transmission for road vehicles. This book is of value to computer scientists and mathematicians.

Environmental Laws and Their Enforcement - Volume II

Author : A. Dan Tarlock
Publisher : EOLSS Publications
ISBN 13 : 1848262930
Total Pages : 438 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Environmental Laws and Their Enforcement - Volume II by : A. Dan Tarlock

Download or read book Environmental Laws and Their Enforcement - Volume II written by A. Dan Tarlock and published by EOLSS Publications. This book was released on 2009-11-25 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Environmental Laws and Their Enforcement is a component of Encyclopedia of Social Sciences and Humanities in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The volume on Environmental Laws and Their Enforcement deals, in two volumes , with a myriad of issues of great relevance to our world such as: Sustainable Development and National Governance; History of Environmental Law; International Environmental Law; Constitutional Law; International Binding Mechanisms; Laws Governing Freshwater and Ground Water Pollution; Forestry; Biodiversity Conservation and Endangered Species Protection; International Guidelines and Principles; Compliance Models for Enforcement of Environmental Laws And Regulations; International Environmental Law; Life Support Systems: Law and Policy; The Principle of Sustainable Development in International Development Law; Environmental Pollution Regulations; Social Concerns for Environmental Exposures to Toxic Substances; Regulation of Air and Pollutants. These volumes are aimed at the following five major target audiences: University and College Students, Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.