| 書目名稱 | Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems |
| 副標(biāo)題 | A Time/Space Separat |
| 編輯 | Han-Xiong Li,Chenkun Qi |
| 視頻video | http://file.papertrans.cn/874/873611/873611.mp4 |
| 概述 | systematic review of the progress so far on modelling of distributed parameter systems;.unified view from the time/space separation to synthesize to different methods;.some new spatio-temporal models |
| 叢書名稱 | Intelligent Systems, Control and Automation: Science and Engineering |
| 圖書封面 |  |
| 描述 | .The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal models and their relevant identifi cation approaches..In this book, a systematic overview and classifi cation on the modeling of DPS is presented fi rst, which includes model reduction, parameter estimation and system identifi cation. Next, a class of block-oriented nonlinear systems in traditional lumped parameter systems (LPS) is extended to DPS, which results in the spatio-temporal Wiener and Hammerstein systems and their identifi cation methods. Then, the traditional Volterra model is extended to DPS, which results in the spatio-temporal Volterra model and its identification algorithm. All these methods are based on linear time/space separation. Sometimes, the nonlinear time/space separation can play a better role in modeling of very complex processes..Thus, a nonlinear time/space separation based neural modeling is also presented for a class of DPS with more complicated dynamics. Finally, all these modeling approaches are successfully applied to industrial thermal processes, including a cata |
| 出版日期 | Book 2011 |
| 關(guān)鍵詞 | DPS; DPS; DPS; control; control; control; spatio-temporal modeling; spatio-temporal modeling; spatio-tempora |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-94-007-0741-2 |
| isbn_softcover | 978-94-017-8254-8 |
| isbn_ebook | 978-94-007-0741-2Series ISSN 2213-8986 Series E-ISSN 2213-8994 |
| issn_series | 2213-8986 |
| copyright | Springer Netherlands 2011 |
|Archiver|手機(jī)版|小黑屋|
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