A Quadratic Constraint Approach to Model Predictive Control of Interconnected Systems (Studies in Systems, Decision and Control)
暫譯: 二次約束方法於互聯系統的模型預測控制(系統、決策與控制研究)

Anthony Tri Tran C., Quang Ha

  • 出版商: Springer
  • 出版日期: 2018-03-15
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Hardcover
  • ISBN: 9811084076
  • ISBN-13: 9789811084072
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book focuses on the stabilization and model predictive control of interconnected systems with mixed connection configurations. It introduces the concept of dissipation-based quadratic constraint for developing attractivity assurance methods for interconnected systems. In order to develop these methods, distributed and decentralized architectures are employed, whereby the communication between subsystems is fully connected, partially connected, or completely disconnected. Given that the control inputs are entirely or partially decoupled between subsystems and no additional constraints are imposed on the interactive variables beyond the coupling constraint itself, the proposed approaches can be used with various types of systems and applications. Further, the book describes how the effects of coupling delays and data losses in device networks are resolved. From a practical perspective, the innovations presented are of benefit in applications in a broad range of fields, including the process and manufacturing industries, networked robotics, and network-centric systems such as chemical process systems, power systems, telecommunication networks, transportation networks, and, no less importantly, supply chain automation.

商品描述(中文翻譯)

本書專注於具有混合連接配置的互聯系統的穩定性和模型預測控制。它介紹了基於耗散的二次約束概念,以開發互聯系統的吸引性保證方法。為了開發這些方法,採用了分散式和去中心化的架構,其中子系統之間的通信可以是完全連接、部分連接或完全斷開。考慮到控制輸入在子系統之間完全或部分解耦,且對互動變數沒有施加超出耦合約束本身的額外約束,所提出的方法可以應用於各種類型的系統和應用。此外,本書描述了如何解決設備網絡中的耦合延遲和數據丟失的影響。從實際的角度來看,所提出的創新對於包括過程和製造業、網絡機器人以及以網絡為中心的系統(如化學過程系統、電力系統、電信網絡、交通網絡,以及同樣重要的供應鏈自動化)等廣泛領域的應用具有益處。