Model Predictive Control
暫譯: 模型預測控制
Ding, Baocang, Yang, Yuanqing
- 出版商: Wiley
- 出版日期: 2024-03-25
- 定價: $4,630
- 售價: 9.5 折 $4,399
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119471397
- ISBN-13: 9781119471394
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相關分類:
Machine Learning
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相關主題
商品描述
Understand the practical side of controlling industrial processes
Model Predictive Control (MPC) is a method for controlling a process according to given parameters, derived in many cases from empirical models. It has been widely applied in industrial units to increase revenue and promoting sustainability. Systematic overviews of this subject, however, are rare, and few draw on direct experience in industrial settings.
Assuming basic knowledge of the relevant mathematical and algebraic modeling techniques, the book's title combines foundational theories of MPC with a thorough sense of its practical applications in an industrial context. The result is a presentation uniquely suited to rapid incorporation in an industrial workplace.
Model Predictive Control readers will also find:
- Two-part organization to balance theory and applications
- Selection of topics directly driven by industrial demand
- An author with decades of experience in both teaching and industrial practice
This book is ideal for industrial control engineers and researchers looking to understand MPC technology, as well as advanced undergraduate and graduate students studying predictive control and related subjects.
商品描述(中文翻譯)
**模型預測控制**
**了解控制工業過程的實務面**
模型預測控制（Model Predictive Control, MPC）是一種根據給定參數控制過程的方法，這些參數在許多情況下是從經驗模型中推導而來。它已被廣泛應用於工業單位，以增加收益並促進可持續性。然而，對於這一主題的系統性概述卻很少，且少有直接來自工業環境的經驗分享。
假設讀者具備相關的數學和代數建模技術的基本知識，本書的標題將MPC的基礎理論與其在工業環境中的實際應用相結合。其結果是提供了一個特別適合於快速融入工業工作場所的介紹。
《模型預測控制》的讀者還將發現：
- 兩部分的組織結構，以平衡理論與應用
- 直接由工業需求驅動的主題選擇
- 一位在教學和工業實踐方面擁有數十年經驗的作者
本書非常適合希望了解MPC技術的工業控制工程師和研究人員，以及學習預測控制和相關主題的高年級本科生和研究生。
作者簡介
Baocang Ding, PhD, teaches MPC to both undergraduate and graduate students in the School of Automation, Chongqing University of Posts and Telecommunications, China. His research interests include model predictive control, control of power network, process control, and control software development.
Yuanqing Yang, PhD, teaches MPC to both undergraduate and graduate students in the School of Automation, Chongqing University of Posts and Telecommunications, China. His research interests include model predictive control, fuzzy control, networked control, and distributed control systems.
作者簡介(中文翻譯)
丁保藏博士 在中國重慶郵電大學自動化學院教授模型預測控制（MPC），教授對象包括本科生和研究生。他的研究興趣包括模型預測控制、電力網絡控制、過程控制以及控制軟體開發。
楊遠青博士 在中國重慶郵電大學自動化學院教授模型預測控制（MPC），教授對象包括本科生和研究生。他的研究興趣包括模型預測控制、模糊控制、網絡控制以及分散式控制系統。
