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Model Based Process Supervision
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Author :Arun Kumar Samantaray Publisher :Springer Science & Business Media ISBN 13 :9781848001596 Total Pages :474 pages Book Rating :4.0/5 (15 download)
Book Synopsis Model-based Process Supervision by : Arun Kumar Samantaray
Download or read book Model-based Process Supervision written by Arun Kumar Samantaray and published by Springer Science & Business Media. This book was released on 2008-03-14 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides control engineers and workers in industrial and academic research establishments interested in process engineering with a means to build up a practical and functional supervisory control environment and to use sophisticated models to get the best use out of their process data. Several applications to academic and small-scale-industrial processes are discussed and the development of a supervision platform for an industrial plant is presented.
Book Synopsis Data-Driven and Model-Based Methods for Fault Detection and Diagnosis by : Majdi Mansouri
Download or read book Data-Driven and Model-Based Methods for Fault Detection and Diagnosis written by Majdi Mansouri and published by Elsevier. This book was released on 2020-02-05 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-Driven and Model-Based Methods for Fault Detection and Diagnosis covers techniques that improve the quality of fault detection and enhance monitoring through chemical and environmental processes. The book provides both the theoretical framework and technical solutions. It starts with a review of relevant literature, proceeds with a detailed description of developed methodologies, and then discusses the results of developed methodologies, and ends with major conclusions reached from the analysis of simulation and experimental studies. The book is an indispensable resource for researchers in academia and industry and practitioners working in chemical and environmental engineering to do their work safely. Outlines latent variable based hypothesis testing fault detection techniques to enhance monitoring processes represented by linear or nonlinear input-space models (such as PCA) or input-output models (such as PLS) Explains multiscale latent variable based hypothesis testing fault detection techniques using multiscale representation to help deal with uncertainty in the data and minimize its effect on fault detection Includes interval PCA (IPCA) and interval PLS (IPLS) fault detection methods to enhance the quality of fault detection Provides model-based detection techniques for the improvement of monitoring processes using state estimation-based fault detection approaches Demonstrates the effectiveness of the proposed strategies by conducting simulation and experimental studies on synthetic data
Book Synopsis Fault-Diagnosis Applications by : Rolf Isermann
Download or read book Fault-Diagnosis Applications written by Rolf Isermann and published by Springer Science & Business Media. This book was released on 2011-04-06 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supervision, condition-monitoring, fault detection, fault diagnosis and fault management play an increasing role for technical processes and vehicles in order to improve reliability, availability, maintenance and lifetime. For safety-related processes fault-tolerant systems with redundancy are required in order to reach comprehensive system integrity. This book is a sequel of the book “Fault-Diagnosis Systems” published in 2006, where the basic methods were described. After a short introduction into fault-detection and fault-diagnosis methods the book shows how these methods can be applied for a selection of 20 real technical components and processes as examples, such as: Electrical drives (DC, AC) Electrical actuators Fluidic actuators (hydraulic, pneumatic) Centrifugal and reciprocating pumps Pipelines (leak detection) Industrial robots Machine tools (main and feed drive, drilling, milling, grinding) Heat exchangers Also realized fault-tolerant systems for electrical drives, actuators and sensors are presented. The book describes why and how the various signal-model-based and process-model-based methods were applied and which experimental results could be achieved. In several cases a combination of different methods was most successful. The book is dedicated to graduate students of electrical, mechanical, chemical engineering and computer science and for engineers.
Book Synopsis Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches by : Fouzi Harrou
Download or read book Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches written by Fouzi Harrou and published by Elsevier. This book was released on 2020-07-03 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches tackles multivariate challenges in process monitoring by merging the advantages of univariate and traditional multivariate techniques to enhance their performance and widen their practical applicability. The book proceeds with merging the desirable properties of shallow learning approaches – such as a one-class support vector machine and k-nearest neighbours and unsupervised deep learning approaches – to develop more sophisticated and efficient monitoring techniques. Finally, the developed approaches are applied to monitor many processes, such as waste-water treatment plants, detection of obstacles in driving environments for autonomous robots and vehicles, robot swarm, chemical processes (continuous stirred tank reactor, plug flow rector, and distillation columns), ozone pollution, road traffic congestion, and solar photovoltaic systems. Uses a data-driven based approach to fault detection and attribution Provides an in-depth understanding of fault detection and attribution in complex and multivariate systems Familiarises you with the most suitable data-driven based techniques including multivariate statistical techniques and deep learning-based methods Includes case studies and comparison of different methods
Book Synopsis Model-Based Fault Diagnosis Techniques by : Steven X. Ding
Download or read book Model-Based Fault Diagnosis Techniques written by Steven X. Ding and published by Springer Science & Business Media. This book was released on 2012-12-20 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiving considerable attention. This book introduces basic model-based FDI schemes, advanced analysis and design algorithms, and mathematical and control-theoretic tools. This second edition of Model-Based Fault Diagnosis Techniques contains: • new material on fault isolation and identification and alarm management; • extended and revised treatment of systematic threshold determination for systems with both deterministic unknown inputs and stochastic noises; • addition of the continuously-stirred tank heater as a representative process-industrial benchmark; and • enhanced discussion of residual evaluation which now deals with stochastic processes. Model-based Fault Diagnosis Techniques will interest academic researchers working in fault identification and diagnosis and as a text it is suitable for graduate students in a formal university-based course or as a self-study aid for practising engineers working with automatic control or mechatronic systems from backgrounds as diverse as chemical process and power engineering.
Book Synopsis Digital Computer Applications to Process Control by : M. Paul
Download or read book Digital Computer Applications to Process Control written by M. Paul and published by Elsevier. This book was released on 2016-11-04 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: Considers the application of modern control engineering on digital computers with a view to improving productivity and product quality, easing supervision of industrial processes and reducing energy consumption and pollution. The topics covered may be divided into two main subject areas: (1) applications of digital control - in the chemical and oil industries, in water turbines, energy and power systems, robotics and manufacturing, cement, metallurgical processes, traffic control, heating and cooling; (2) systems theoretical aspects of digital control - adaptive systems, control aspects, multivariable systems, optimization and reliability, modelling and identification, real-time software and languages, distributed systems and data networks. Contains 84 papers.
Book Synopsis Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis by : Xiangyu Kong
Download or read book Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis written by Xiangyu Kong and published by Springer Nature. This book was released on with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis IDM Supervision by : Cal D. Stoltenberg
Download or read book IDM Supervision written by Cal D. Stoltenberg and published by Routledge. This book was released on 2011-04-27 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of this book is an updated and expanded presentation of the widely used Integrative Developmental Model of Supervision. In contrast to other volumes on clinical supervision, Stoltenberg and McNeill present a comprehensive, time-tested, and empirically investigated model of supervision, rather than a broad summary of other existing or historical approaches. In addition to presenting a model of therapist development that spans beginning through advanced training, the book integrates theory and research from numerous perspectives, including learning, cognition, and emotion, as well as an up-to-date treatment of research directly addressing the supervision process. The model also examines the role of clinical supervision from an evidence-based practice perspective and addresses issues of common factors in therapy. The impact of cultural issues in supervision and training, as well as recent work in a competencies approach to supervision and trainee development, are also examined.
Book Synopsis Counselor Supervision by : Nicholas Ladany
Download or read book Counselor Supervision written by Nicholas Ladany and published by Routledge. This book was released on 2011-01-19 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of Counseling Supervision is intended for counselor educators, counselor supervisor practitioners, and supervisors-in-training in a variety of educational and mental health settings. The editors have brought together experts in the field of counselor education to review and examine primary supervision theories and their application to the issues that counselor supervisors will encounter. Special topic areas included are multicultural issues in counselor supervision; the supervisory relationship, an essential and sometimes forgotten component of supervision, and its influence on supervision process and outcome; supervision of career counselor trainees; supervision of school counselors; supervision of family and group counselors; group supervision; understanding and conducting research in counselor supervision and training; ethical and advocacy issues in supervision, and supervisor training. The authors include numerous case examples throughout the text in order to illustrate the application of theory to practical issues that the counselor supervisors encounter. All chapters in this edition have been revised and updated, and new chapters have been added that expand on areas of supervision that are highly relevant to students, researchers, and practitioners.
Book Synopsis Social Work Supervision by : Ming-sum Tsui
Download or read book Social Work Supervision written by Ming-sum Tsui and published by SAGE. This book was released on 2004-06-23 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book on social work supervision is desperately needed to bridge the gap between the demands of the field and the absence of literature. Social Work Supervision: Contexts and Concepts aims to provide readers with basic knowledge of theories, research, and practice of supervision. The book addresses the needs of social work supervisors, frontline practitioners, students, and educators and contains a comprehensive literature review of the historical development, theories and models, and empirical research studies of the subject. Equally important, this is a book from practice experience in supervision that enhances the competence of supervisory practice. It will help social workers, supervisors, and administrators to realize and revitalize their "mission" in social work, that is, to benefit clients.
Book Synopsis Supervision of Dance Movement Psychotherapy by : Helen Payne
Download or read book Supervision of Dance Movement Psychotherapy written by Helen Payne and published by Routledge. This book was released on 2008-08-18 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supervision of Dance Movement Psychotherapy explores the supervisory process in the psychotherapeutic practice of movement and dance. International contributors discuss how body language plays an important part in the supervisory experience.
Book Synopsis Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control by : Ch. Venkateswarlu
Download or read book Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control written by Ch. Venkateswarlu and published by Elsevier. This book was released on 2022-01-31 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Statistical Process Monitoring and Optimization by : Geoffrey Vining
Download or read book Statistical Process Monitoring and Optimization written by Geoffrey Vining and published by CRC Press. This book was released on 1999-11-24 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demonstrates ways to track industrial processes and performance, integrating related areas such as engineering process control, statistical reasoning in TQM, robust parameter design, control charts, multivariate process monitoring, capability indices, experimental design, empirical model building, and process optimization. The book covers a range o
Book Synopsis 18th European Symposium on Computer Aided Process Engineering by : Bertrand Braunschweig
Download or read book 18th European Symposium on Computer Aided Process Engineering written by Bertrand Braunschweig and published by Elsevier. This book was released on 2008-05-15 with total page 1233 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 18th European Symposium on Computer Aided Process Engineering contains papers presented at the 18th European Symposium of Computer Aided Process Engineering (ESCAPE 18) held in Lyon, France, from 1-4 June 2008.The ESCAPE series brings the latest innovations and achievements by leading professionals from the industrial and academic communities. The series serves as a forum for engineers, scientists, researchers, managers and students from academia and industry to:- present new computer aided methods, algorithms, techniques related to process and product engineering,- discuss innovative concepts, new challenges, needs and trends in the area of CAPE.This research area bridges fundamental sciences (physics, chemistry, thermodynamics, applied mathematics and computer sciences) with the various aspects of process and product engineering.The special theme for ESCAPE-18 is CAPE for the Users! CAPE systems are to be put in the hands of end users who need functionality and assistance beyond the scientific and technological capacities which are at the core of the systems. The four main topics are:- off-line systems for synthesis and design,- on-line systems for control and operation,- computational and numerical solutions strategies,- integrated and multi-scale modelling and simulation,Two general topics address the impact of CAPE tools and methods on Society and Education. * CD-ROM that accompanies the book contains all research papers and contributions* International in scope with guest speeches and keynote talks from leaders in science and industry* Presents papers covering the latest research, key top areas and developments in Computer Aided Process Engineering
Book Synopsis Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods by : Chris Aldrich
Download or read book Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods written by Chris Aldrich and published by Springer Science & Business Media. This book was released on 2013-06-15 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods. Abundant case studies throughout the text demonstrate the efficacy of each method in real-world settings. The broad coverage examines such cutting-edge topics as the use of information theory to enhance unsupervised learning in tree-based methods, the extension of kernel methods to multiple kernel learning for feature extraction from data, and the incremental training of multilayer perceptrons to construct deep architectures for enhanced data projections. Topics and features: discusses machine learning frameworks based on artificial neural networks, statistical learning theory and kernel-based methods, and tree-based methods; examines the application of machine learning to steady state and dynamic operations, with a focus on unsupervised learning; describes the use of spectral methods in process fault diagnosis.
Book Synopsis Fused Deposition Modeling Based 3D Printing by : Harshit K. Dave
Download or read book Fused Deposition Modeling Based 3D Printing written by Harshit K. Dave and published by Springer Nature. This book was released on 2021-04-21 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers 3D printing activities by fused deposition modeling process. The two introductory chapters discuss the principle, types of machines and raw materials, process parameters, defects, design variations and simulation methods. Six chapters are devoted to experimental work related to process improvement, mechanical testing and characterization of the process, followed by three chapters on post-processing of 3D printed components and two chapters addressing sustainability concerns. Seven chapters discuss various applications including composites, external medical devices, drug delivery system, orthotic inserts, watertight components and 4D printing using FDM process. Finally, six chapters are dedicated to the study on modeling and optimization of FDM process using computational models, evolutionary algorithms, machine learning, metaheuristic approaches and optimization of layout and tool path.
Book Synopsis Interactional Supervision by : Lawrence Shulman
Download or read book Interactional Supervision written by Lawrence Shulman and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Interactional Supervision provides research and real-world examples to support both new and experienced clinical supervisors in their oversight of front line workers. Training programs often concentrate on the managerial aspects of the job (for example, budgeting, time management, report writing, setting objectives) but give little attention to the interpersonal skills needed for implementing supervisory and administrative functions. New supervisors need clear simple models of supervision practice that will help them learn how to implement their complex human relations tasks. The models presented in this text can also help experienced supervisors conceptualize what they already do well so that they can function more efficiently and consistently. In addition, good models can help experienced supervisors adjust to the changing demands in the field. Much of the book's content is from the author's practice and research and from discussions with thousands of human services supervisors and administrators in workshops and consultation sessions. The issues selected for discussion have repeatedly been identified as central problems. The fourth edition has been significantly revised in a number of ways: (a) updated throughout with recent citations; (b) three major emerging models added to chapter 8 (feminist, LBGTQQ, and trauma-informed practice; and (c) updates to references to the NASW Code of Ethics"--
