| 书目名称 | Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems | | 副标题 | A Time/Space Separat | | 编辑 | Han-Xiong Li,Chenkun Qi | | 视频video | | | 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 | | 丛书名称 | Intelligent Systems, Control and Automation: Science and Engineering | | 图书封面 |  | | 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 | | 关键词 | 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 |
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发表于 2025-3-21 17:20:23
