Industrial Process Identification: Perturbation Signal Design and Applications (Advances in Industrial Control)
暫譯: 工業過程識別:擾動信號設計與應用(工業控制進展)

Ai Hui Tan, Keith Richard Godfrey

  • 出版商: Springer
  • 出版日期: 2019-01-12
  • 售價: $6,400
  • 貴賓價: 9.5$6,080
  • 語言: 英文
  • 頁數: 217
  • 裝訂: Hardcover
  • ISBN: 303003660X
  • ISBN-13: 9783030036607
  • 海外代購書籍(需單獨結帳)

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商品描述

Industrial Process Identification brings together the latest advances in perturbation signal design. It describes the approaches to the design process that are relevant to industries. The authors’ discussion of several software packages (Frequency Domain System Identification Toolbox, prs, GALOIS, multilev_new, and Input-Signal-Creator) will allow readers to understand the different designs in industries and begin designing common classes of signals.

The authors include two case studies that provide a balance between the theory and practice of these designs:

 

  • the identification of a direction-dependent electronic nose system; and
  • the identification of a multivariable cooling system with time-varying delay.

Major aspects of signal design such as the formulation of suitable specifications in the face of practical constraints, the classes of designs available, the various objectives necessitating separate treatments when dealing with nonlinear systems, and extension to multi-input scenarios, are discussed. Codes, including some that will produce simulated data, are included to help readers replicate the results described.

Industrial Process Identification is a powerful source of information for control engineers working in the process and communications industries seeking guidance on choosing identification software tools for use in practical experiments and case studies. The book will also be of interest to academic researchers and students working in electrical, mechanical and communications engineering and the application of perturbation signal design.

Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

商品描述(中文翻譯)

《工業過程識別》整合了擾動信號設計的最新進展。它描述了與工業相關的設計過程方法。作者對幾個軟體包(Frequency Domain System Identification Toolbox、prs、GALOIS、multilev_new 和 Input-Signal-Creator)的討論將使讀者了解不同行業中的不同設計,並開始設計常見類型的信號。

作者包括了兩個案例研究,提供了這些設計理論與實踐之間的平衡:

- 方向依賴的電子鼻系統的識別;以及
- 具有時間變化延遲的多變量冷卻系統的識別。

信號設計的主要方面,如在實際限制下制定合適規範、可用設計類別、處理非線性系統時需要單獨處理的各種目標,以及擴展到多輸入場景的討論。包括一些能產生模擬數據的程式碼,以幫助讀者重現所描述的結果。

《工業過程識別》是為在過程和通訊行業工作的控制工程師提供的強大資訊來源,旨在指導他們選擇用於實際實驗和案例研究的識別軟體工具。這本書對於從事電氣、機械和通訊工程及擾動信號設計應用的學術研究者和學生也將具有興趣。

《工業控制的進展》報告並鼓勵控制工程技術的轉移。控制技術的快速發展對控制學科的所有領域都有影響。該系列為研究人員提供了一個機會,展示工業控制各方面新工作的擴展論述。