• DocumentCode
    19307
  • Title

    Operation efficiency optimisation modelling and application of model predictive control

  • Author

    Xiaohua Xia ; Jiangfeng Zhang

  • Author_Institution
    Dept. of Electr., Electron. & Comput. Eng., Univ. of Pretoria, Pretoria, South Africa
  • Volume
    2
  • Issue
    2
  • fYear
    2015
  • fDate
    April 10 2015
  • Firstpage
    166
  • Lastpage
    172
  • Abstract
    The efficiency of any energy system can be characterised by the relevant efficiency components in terms of performance, operation, equipment and technology (POET). The overall energy efficiency of the system can be optimised by studying the POET energy efficiency components. For an existing energy system, the improvement of operation efficiency will usually be a quick win for energy efficiency. Therefore, operation efficiency improvement will be the main purpose of this paper. General procedures to establish operation efficiency optimisation models are presented. Model predictive control, a popular technique in modern control theory, is applied to solve the obtained energy models. From the case studies in water pumping systems, model predictive control will have a prosperous application in more energy efficiency problems.
  • Keywords
    energy conservation; industrial plants; maintenance engineering; mineral processing; predictive control; pumps; POET energy efficiency components; energy system efficiency; mineral processing; model predictive control application; operation efficiency improvement; operation efficiency optimisation modelling; performance-operation-equipment technology; plant maintenance; water pumping systems; Belts; Minerals; Optimization; Predictive control; Reservoirs; Switches; Model predictive control (MPC); energy efficiency; operation efficiency;
  • fLanguage
    English
  • Journal_Title
    Automatica Sinica, IEEE/CAA Journal of
  • Publisher
    ieee
  • ISSN
    2329-9266
  • Type

    jour

  • DOI
    10.1109/JAS.2015.7081656
  • Filename
    7081656