Present Status and Future Tasks of Nonlinear Process Modeling for Control System Design in the Chemical Process Industry.
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- HANAKUMA YOSHITOMO
- Production Technology Center, Idemitsu Petrochemical Co. Ltd.
Bibliographic Information
- Other Title
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- 化学プラントにおける制御系設計のための非線形プロセスモデリングの現状と課題
- カガク プラント ニ オケル セイギョケイ セッケイ ノ タメ ノ ヒセンケイ
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Abstract
Technologies of nonlinear process modeling for industrial use have been developed in petrochemical plants. In this paper, the importance of nonlinear process dynamics modeling is explained and its applications in process control system design using a physical approach, a NARMAX model approach, a neural networks approach, a chaotic time-series analysis, a discrete Volterra series model and an extended Wiener series model with discrete Laguerre filters are presented.<BR>The future tasks of nonlinear process modeling for industrial use are discussed.
Journal
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- KAGAKU KOGAKU RONBUNSHU
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KAGAKU KOGAKU RONBUNSHU 24 (3), 357-364, 1998
The Society of Chemical Engineers, Japan
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Keywords
Details
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- CRID
- 1390001204508324224
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- NII Article ID
- 10002909990
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- NII Book ID
- AN00037234
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- COI
- 1:CAS:528:DyaK1cXjt1Wrt7g%3D
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- ISSN
- 13499203
- 0386216X
- http://id.crossref.org/issn/0386216X
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- NDL BIB ID
- 4492440
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed