Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Model-based Process Supervision PDF full book. Access full book title Model-based Process Supervision by Arun Kumar Samantaray. Download full books in PDF and EPUB format.
Author: Arun Kumar Samantaray Publisher: Springer Science & Business Media ISBN: 1848001592 Category : Technology & Engineering Languages : en Pages : 489
Book Description
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.
Author: Arun Kumar Samantaray Publisher: Springer Science & Business Media ISBN: 1848001592 Category : Technology & Engineering Languages : en Pages : 489
Book Description
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.
Author: Majdi Mansouri Publisher: Elsevier ISBN: 0128191651 Category : Technology & Engineering Languages : en Pages : 322
Book Description
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
Author: Cal D. Stoltenberg Publisher: Routledge ISBN: 1135597251 Category : Psychology Languages : en Pages : 371
Book Description
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.
Author: Fouzi Harrou Publisher: Elsevier ISBN: 0128193662 Category : Technology & Engineering Languages : en Pages : 330
Book Description
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
Author: Steven X. Ding Publisher: Springer Science & Business Media ISBN: 1447147995 Category : Technology & Engineering Languages : en Pages : 533
Book Description
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.
Author: Rolf Isermann Publisher: Springer Science & Business Media ISBN: 3642127673 Category : Technology & Engineering Languages : en Pages : 358
Book Description
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.
Author: A. J. Morris Publisher: Pergamon ISBN: Category : Chemical process control Languages : en Pages : 314
Book Description
Paperback. These proceedings contain the papers from the IFAC Workshop on On-Line Fault Detection and Supervision in the Chemical Process Industries held in Newcastle-upon-Tyne, UK, 12-13 June 1995. The Workshop provided an ideal forum for academic and industrial researchers to discuss their experience and research results in this field. Topics covered included: Multivariate Methods, Neural Network Approaches, Supervision, Control & Diagnosis, Expert Systems, Learning & Dependable Systems, Performance & Fault Detection, Model Based Systems and Applications.
Author: Helen Payne Publisher: Routledge ISBN: 1134124503 Category : Biography & Autobiography Languages : en Pages : 205
Book Description
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.
Author: Ming-sum Tsui Publisher: SAGE ISBN: 145223857X Category : Social Science Languages : en Pages : 201
Book Description
Social work supervision has been identified as one of the most important factors in determining the job satisfaction levels of social workers and the quality of service to clients. As an indirect but vital factor in the social work process, it is surprising that supervision has not received as much attention as other components of social work practice, such as social work research or administration. 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 will address the needs of social work supervisors, frontline practitioners, students, and educators. The book is ideally suited as a text for graduate courses on social work supervision, as it 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. Key Features: * Presents social work supervision as a rational, effective, and interactive process focusing on the whole person of the social worker * Discusses the history, the nature and definitions, and the theoretical models of social work supervision * Explores the major functions of social work supervision—administrative, educational, and supportive * Addresses the specific format and structure of supervision sessions
Author: Arun Kumar Samantaray
Author: Arun Kumar Samantaray
Author: Majdi Mansouri
Author: Cal D. Stoltenberg
Author: Xiangyu Kong
Author: Fouzi Harrou
Author: Steven X. Ding
Author: Rolf Isermann
Author: A. J. Morris
Author: Helen Payne
Author: Ming-sum Tsui