PDF BookFuzzy Modeling for Control (International Series in Intelligent Technologies)

Free Ebook Fuzzy Modeling for Control (International Series in Intelligent Technologies)

Free Ebook Fuzzy Modeling for Control (International Series in Intelligent Technologies)

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Rule-based fuzzy modeling has been recognised as a powerful technique for the modeling of partly-known nonlinear systems. Fuzzy models can effectively integrate information from different sources, such as physical laws, empirical models, measurements and heuristics. Application areas of fuzzy models include prediction, decision support, system analysis, control design, etc. Fuzzy Modeling for Control addresses fuzzy modeling from the systems and control engineering points of view. It focuses on the selection of appropriate model structures, on the acquisition of dynamic fuzzy models from process measurements (fuzzy identification), and on the design of nonlinear controllers based on fuzzy models. To automatically generate fuzzy models from measurements, a comprehensive methodology is developed which employs fuzzy clustering techniques to partition the available data into subsets characterized by locally linear behaviour. The relationships between the presented identification method and linear regression are exploited, allowing for the combination of fuzzy logic techniques with standard system identification tools. Attention is paid to the trade-off between the accuracy and transparency of the obtained fuzzy models. Control design based on a fuzzy model of a nonlinear dynamic process is addressed, using the concepts of model-based predictive control and internal model control with an inverted fuzzy model. To this end, methods to exactly invert specific types of fuzzy models are presented. In the context of predictive control, branch-and-bound optimization is applied. The main features of the presented techniques are illustrated by means of simple examples. In addition, three real-world applications are described. Finally, software tools for building fuzzy models from measurements are available from the author. 8th AHFE International Conference 2017 Usability & User Experience: Successful interaction with products tools and technologies depends on usable designs and accommodating the needs of potential users ... Contents Vol.7 No.3 May 2004. Mathematical and Natural Sciences. Study on Bilinear Scheme and Application to Three-dimensional Convective Equation (Itaru Hataue and Yosuke ... International Conference on Advanced Engineering - Theory ... Authors are invited to submit full papers describing original research work in areas including but not limited to Control and systems: Adaptive control Robust ... Home - Springer Providing researchers with access to millions of scientific documents from journals books series protocols and reference works. PUBLICATIONS - Carnegie Mellon University Kenneth R. Koedinger . koedinger@cmu.edu Professor of Human Computer Interaction and Psychology. Director of the Pittsburgh Science of Learning Center Artificial intelligence - Wikipedia Artificial intelligence (AI) is intelligence exhibited by machines. In computer science the field of AI research defines itself as the study of "intelligent agents ... ijpe-online.com - NEWS & CONFERENCES There is no single international journal at the moment that deals with the problem of performance of products systems and services in its totality as the ... Mind Justice - Symptom List List of mind control symptoms whether the related technology is scientifically proven and if there is military interest or funding of the related technology Intelligent decision technologies - IOS Press A refereed international scholarly journal Intelligent Decision Technologies (IDT) welcomes original research contributions on the fundamental concepts and ... International Journal of Engineering Research and Development International Journal of Engineering Research and Development (IJERD) is an open access online and offline peer reviewed international journal that publishes research..
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