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(More customer reviews)The monograph provides the description of the developed DiaSter system, as well as the main characteristics of advanced original methods of modelling, knowledge discovery, simulator construction, diagnostics, control, and supervision control applied to the system under investigation. This system allows the early recognition of abnormal states of industrial processes and faults or malfunctions of actuators, as well as technological and measuring units. The general characteristics developed in DiaSter allow its direct application to power, chemical, pharmaceutical, metallurgical and food industries. As the system has an open architecture, it can be connected practically with any other control systems.
The main part of the monograph discusses analytical and artificial intelligence methods implemented in the DiaSter system. One of the first chapters is devoted to problems of physical process modelling, fundamental in modern control, diagnostics, or designing and searching for alternative solutions. An extensive chapter provides the description of process diagnosis methods, which can be found useful in industry and were implemented in the DiaSter system. Methods of fault identification are considered mainly with the application of fuzzy logic. Another chapter describes the methods of supervision control implemented in the system. The last chapter illustrates the operation of different functions of DiaSter for the example of the three tanks system. The selected example has tutorial advantages and gives the opportunity of studying the basic features of the DiaSter system.
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Modeling, Diagnostics and Process Control: Implementation in the DiaSter SystemModern control systems are complex in the sense of implementing numerous functions, such as process variable processing, digital control, process monitoring and alarm indication, graphic visualization of process running, or data exchange with other systems or databases. This book conveys a description of the developed DiaSter system as well as characteristics of advanced original methods of modeling, knowledge discovery, simulator construction, process diagnosis, as well as predictive and supervision control applied in the system. The system allows early recognition of abnormal states of industrial processes along with faults or malfunctions of actuators as well as technological and measuring units. The universality of solutions implemented in DiaSter facilitates its broad application, for example, in the power, chemical, pharmaceutical, metallurgical and food industries. The system is a world-scale unique solution, and due to its open architecture it can be connected practically with any other control systems. The monograph presents theoretical and practical results of research into fault diagnosis and control conducted over many years within the cooperation of Polish research teams from the Warsaw University of Technology, the University of Zielona Góra, the Silesian University of Technology in Gliwice, and the Technical University of Rzeszów.The book will be of great interest to researchers and advanced students in automatic control, technical diagnostics and computer engineering, and to engineers tasked with the development of advanced control systems of complex industrial processes.
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