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Author:

Han, Hong-Gui (Han, Hong-Gui.) | Fu, Shi-Jia (Fu, Shi-Jia.) | Sun, Hao-Yuan (Sun, Hao-Yuan.) | Qiao, Jun-Fei (Qiao, Jun-Fei.)

Indexed by:

EI Scopus SCIE

Abstract:

Different time scales are inevitable for the controlled variables of wastewater treatment process (WWTP), which may degrade the operation performance or even destroy the stability of the closed-loop system. In this paper, a hierarchical nonlinear model predictive control (HNMPC) strategy is developed to deal with the different time scales of controlled variables to improve the operation performance of WWTP. The main merits of HNMPC are three-fold. First, a hierarchical control structure is developed to obtain reasonable control laws. Then, the controlled variables with different time scales can be tracked by different level controllers. Second, a gradient method is developed to solve the hierarchical optimization problem of HNMPC to reduce the computational cost. Then, the fast response of HNMPC can be achieved to improve the operation performance. Third, the stability of HNMPC is proved in theory. Then, the corresponding stability conditions are given to guide the practical application. Finally, the testing results on the benchmark simulation model verify that the proposed HNMPC can achieve suitable operation performance in terms of control accuracy. (C) 2021 Elsevier Ltd. All rights reserved.

Keyword:

Time scales Operation performance Hierarchical nonlinear model predictive control Wastewater treatment process Gradient method

Author Community:

  • [ 1 ] [Han, Hong-Gui]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Han, Hong-Gui]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 3 ] [Han, Hong-Gui]Minist Educ, Engn Res Ctr Digital Community, Beijing 100124, Peoples R China

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Source :

JOURNAL OF PROCESS CONTROL

ISSN: 0959-1524

Year: 2021

Volume: 108

Page: 125-135

4 . 2 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:87

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 21

SCOPUS Cited Count: 28

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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