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Titlebook: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems; Steven X. Ding Book 2014 Springer-Verlag London 2014 Data-driven

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書(shū)目名稱Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
編輯Steven X. Ding
視頻videohttp://file.papertrans.cn/264/263330/263330.mp4
概述Gives the reader a framework of data-driven process monitoring and control techniques, helping them becoming familiar with the basic ideas and schemes in this area in a systematic way.Provides the rea
叢書(shū)名稱Advances in Industrial Control
圖書(shū)封面Titlebook: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems;  Steven X. Ding Book 2014 Springer-Verlag London 2014 Data-driven
描述Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes. With ever increasing demands for reliability, availability and safety in technical processes and assets, process monitoring and fault-tolerance have become important issues surrounding the design of automatic control systems. This text shows the reader how, thanks to the rapid development of information technology, key techniques of data-driven and statistical process monitoring and control can now become widely used in industrial practice to address these issues. To allow for self-contained study and facilitate implementation in real applications, important mathematical and control theoretical knowledge and tools are included in this book. Major schemes are presented in algorithm form and demonstrated on industrial case systems. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems will be of interest to process and control engineers, engineer
出版日期Book 2014
關(guān)鍵詞Data-driven Techniques; Fault Detection and Isolation; Fault Diagnosis; Fault-tolerant Systems; Process
版次1
doihttps://doi.org/10.1007/978-1-4471-6410-4
isbn_softcover978-1-4471-7263-5
isbn_ebook978-1-4471-6410-4Series ISSN 1430-9491 Series E-ISSN 2193-1577
issn_series 1430-9491
copyrightSpringer-Verlag London 2014
The information of publication is updating

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https://doi.org/10.1007/978-3-642-84186-6onitoring schemes. The objective of introducing these application examples in the first part of this book, immediately after . is to provide the reader with the useful application background and understandings of some basic technical concepts in the process monitoring and fault diagnosis field.
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Fault-Tolerant Control Architecture and Design Issuestems can be observed. The research activities in these fields are strongly driven by the enhanced industrial demands for system reliability and availability, in particular when the systems are embedded in safety relevant plants like aeroplanes, vehicles or robots.
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