Efficient Modeling and Control of Large-Scale Systems

  • Javad Mohammadpour
  • Karolos M. Grigoriadis

Table of contents

  1. Front Matter
    Pages i-xx
  2. Model Reduction, Large-Scale System Modeling and Applications

    1. Front Matter
      Pages 1-1
    2. Athanasios C. Antoulas, Christopher A. Beattie, Serkan Gugercin
      Pages 3-58
    3. Maurício C. de Oliveira, Anders S. Wroldsen
      Pages 73-88
    4. Xuewu Dai, Timofei Breikin, Hong Wang, Gennady Kulikov, Valentin Arkov
      Pages 89-111
  3. Large-Scale Systems Control and Applications

    1. Front Matter
      Pages 114-114
    2. Javad Lavaei, Somayeh Sojoudi, Amir G. Aghdam
      Pages 115-134
    3. Miloš S. Stanković, Dušan M. Stipanović, Srdjan S. Stanković
      Pages 197-218
    4. R. R. Negenborn, G. Hug-Glanzmann, B. De Schutter, G. Andersson
      Pages 251-278
    5. Justin Rice, Paolo Massioni, Tamás Keviczky, Michel Verhaegen
      Pages 279-303
    6. Mona Meisami-Azad, Javad Mohammadpour Velni, Kazuhiko Hiramoto, Grigoriadis M. Karolos
      Pages 305-328
  4. Back Matter
    Pages 329-335

About this book


Complexity and dynamic order of controlled engineering systems is constantly increasing. Complex large scale systems (where "large" reflects the system’s order and not necessarily its physical size) appear in many engineering fields, such as micro-electromechanics, manufacturing, aerospace, civil engineering and power engineering. Modeling of these systems often result in very high-order models imposing great challenges to the analysis, design and control problems. "Efficient Modeling and Control of Large-Scale Systems" compiles state-of-the-art contributions on recent analytical and computational methods for addressing model reduction, performance analysis and feedback control design for such systems. Also addressed at length are new theoretical developments, novel computational approaches and illustrative applications to various fields, along with: - An interdisciplinary focus emphasizing methods and approaches that can be commonly applied in various engineering fields -Examinations of applications in various fields including micro-electromechanical systems (MEMS), manufacturing processes, power networks, traffic control "Efficient Modeling and Control of Large-Scale Systems" is an ideal volume for engineers and researchers working in the fields of control and dynamic systems.


Markov Model Predictive Control algorithm algorithms model modeling optimization system

Editors and affiliations

  • Javad Mohammadpour
    • 1
  • Karolos M. Grigoriadis
    • 2
  1. 1.Dept. Mechanical EngineeringUniversity of HoustonHoustonUSA
  2. 2.Dept. Mechanical EngineeringUniversity of HoustonHoustonUSA

Bibliographic information

  • DOI
  • Copyright Information Springer Science+Business Media, LLC 2010
  • Publisher Name Springer, Boston, MA
  • eBook Packages Engineering
  • Print ISBN 978-1-4419-5756-6
  • Online ISBN 978-1-4419-5757-3
  • Buy this book on publisher's site