System Identification and Adaptive Control is popular PDF and ePub book, written by Yiannis Boutalis in 2014-04-23, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, System Identification and Adaptive Control can be Read Online from any device for your convenience.
System Identification and Adaptive Control Book PDF Summary
Presenting current trends in the development and applications of intelligent systems in engineering, this monograph focuses on recent research results in system identification and control. The recurrent neurofuzzy and the fuzzy cognitive network (FCN) models are presented. Both models are suitable for partially-known or unknown complex time-varying systems. Neurofuzzy Adaptive Control contains rigorous proofs of its statements which result in concrete conclusions for the selection of the design parameters of the algorithms presented. The neurofuzzy model combines concepts from fuzzy systems and recurrent high-order neural networks to produce powerful system approximations that are used for adaptive control. The FCN model stems from fuzzy cognitive maps and uses the notion of “concepts” and their causal relationships to capture the behavior of complex systems. The book shows how, with the benefit of proper training algorithms, these models are potent system emulators suitable for use in engineering systems. All chapters are supported by illustrative simulation experiments, while separate chapters are devoted to the potential industrial applications of each model including projects in: • contemporary power generation; • process control and • conventional benchmarking problems. Researchers and graduate students working in adaptive estimation and intelligent control will find Neurofuzzy Adaptive Control of interest both for the currency of its models and because it demonstrates their relevance for real systems. The monograph also shows industrial engineers how to test intelligent adaptive control easily using proven theoretical results.
Detail Book of System Identification and Adaptive Control PDF
- Author : Yiannis Boutalis
- Release : 23 April 2014
- Publisher : Springer Science & Business
- ISBN : 9783319063645
- Genre : Technology & Engineering
- Total Page : 316 pages
- Language : English
- PDF File Size : 16,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book System Identification and Adaptive Control by Yiannis Boutalis, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.