Process Systems Engineering: Volume 2: Multi-Parametric Model-Based Control
暫譯: 過程系統工程:第二卷:多參數模型基礎控制
Efstratios Pistikopoulos, Michael Georgiadis, Vivek Dua
- 出版商: Wiley
- 出版日期: 2007-04-09
- 售價: $8,400
- 貴賓價: 9.5 折 $7,980
- 語言: 英文
- 頁數: 275
- 裝訂: Hardcover
- ISBN: 3527316922
- ISBN-13: 9783527316922
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商品描述
Description
This volume covers theoretical advances and developments, computational challenges and tools as well as applications in the area of multi-parametric model based control.
Part I is concerned with the presentation of algorithms for parametric model based control focusing on:
- novel frameworks for the derivation of explicit optimal control policies for continuous time-linear dynamic systems
- new theoretical developments on hybrid model based control
- methods for obtaining the explicit robust model-based tracking control
- theoretical frameworks for parametric dynamic optimization and
- recent developments for continuous-time systems
Part II presents a series of application in the following areas:
- the incorporation of advanced model based controllers in a simultaneous process design and control framework for complex separation systems
- the development of advanced model based control techniques for regulating the blood glucose for patients with Type 1 diabetes
- the design of model predictive and parametric controllers for anesthesia.
- the development of optimal control policies in a pilot plant exothermic reactor
The volume is intended for academics and researchers that carry out model based control research, industrial practitioners involved in the control of new and existing processes and products, policy makers, as well as for educational purposes both in academia and industry.
Table of Contents
PART I: THEORY
Linear Model Predictive Control via Multi-Parametric Programming
Hybrid Parametric Model Based Control
Robust Parametric Model-Based Control
Parametric Dynamic Optimization
ConiParametric Model Based Control
PART II: APPLICATIONS
Integration of Design and Control
Model Based Control of Blood Glucose for Type 1 Diabetes
Control of Anaesthesia
Model based Control of a Pilot Plant Reactor
MPC on a Chip
商品描述(中文翻譯)
本卷涵蓋了多參數模型基礎控制領域的理論進展與發展、計算挑戰與工具,以及應用。第一部分關注於參數模型基礎控制的演算法呈現,重點包括:
- 為連續時間線性動態系統推導顯式最優控制政策的新框架
- 混合模型基礎控制的新理論發展
- 獲得顯式穩健模型基礎追蹤控制的方法
- 參數動態優化的理論框架
- 連續時間系統的最新發展
第二部分呈現以下領域的一系列應用:
- 在複雜分離系統的同時過程設計與控制框架中整合先進的模型基礎控制器
- 為1型糖尿病患者調節血糖的先進模型基礎控制技術的發展
- 麻醉的模型預測與參數控制器設計
- 在試點工廠放熱反應器中發展最優控制政策
本卷旨在為從事模型基礎控制研究的學術界和研究人員、參與新舊過程和產品控制的工業實踐者、政策制定者,以及學術界和產業的教育目的提供參考。
目錄
第一部分:理論
- 通過多參數編程的線性模型預測控制
- 混合參數模型基礎控制
- 穩健參數模型基礎控制
- 參數動態優化
- Coni參數模型基礎控制
第二部分:應用
- 設計與控制的整合
- 1型糖尿病的血糖模型基礎控制
- 麻醉控制
- 試點工廠反應器的模型基礎控制
- 芯片上的MPC