Performance-guaranteed adaptive self-healing control for wastewater treatment processes

被引:33
作者
Du, Peihao [1 ]
Peng, Xin [1 ]
Li, Zhongmei [1 ]
Li, Linlin [2 ]
Zhong, Weimin [1 ]
机构
[1] East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China
[2] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Key Lab Knowledge Automat Ind Proc, Minist Educ, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
Self-healing control; Adaptive control; Wastewater treatment processes (WWTPs); Non-ideal actuator; User-defined performance; UNCERTAIN NONLINEAR-SYSTEMS; DISSOLVED-OXYGEN CONTROL; MODEL-PREDICTIVE CONTROL; ACTIVATED-SLUDGE PROCESS; CHALLENGES; SCALE;
D O I
10.1016/j.jprocont.2022.06.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates the performance-guaranteed adaptive self-healing control for wastewater treatment processes (WWTPs), in which the non-ideal actuator, i.e., the actuator suffering from faults and constraints is considered. Firstly, an error conversion dynamic model based on a new prespecifiedtime performance function is presented to guarantee that the tracking error is quickly maintained in the user-defined area regardless of the occurrence of actuator faults and constraints. Secondly, a novel smooth approximation function is constructed to imitate the non-smooth characteristics of actuator constraints. Thirdly, the unknown bounds of non-ideal actuator parameters are estimated online in place of parameters themselves. Meanwhile, the lumped disturbances induced by the external disturbance and the fuzzy approximation error are suppressed via H infinity control theory. In addition, the stability analysis is carried out by the Lyapunov stability criterion to guarantee that all closed-loop system signals are bounded. Finally, comparative simulation results demonstrate that the proposed method has the superiorities in terms of preferable dynamic tracking performance with fast transient convergence, strong robustness and performance recovery under non-ideal actuator. (c) 2022 Published by Elsevier Ltd.
引用
收藏
页码:147 / 158
页数:12
相关论文
共 43 条
[1]  
Alex J., 2008, BENCHMARK SIMULATION, P19
[2]   State estimation for large-scale wastewater treatment plants [J].
Busch, Jan ;
Elixmann, David ;
Kuehl, Peter ;
Gerkens, Carine ;
Schloeder, Johannes P. ;
Bock, Hans G. ;
Marquardt, Wolfgang .
WATER RESEARCH, 2013, 47 (13) :4774-4787
[3]   Online sequential extreme learning machine based adaptive control for wastewater treatment plant [J].
Cao, Weiwei ;
Yang, Qinmin .
NEUROCOMPUTING, 2020, 408 :169-175
[4]   Self-healing control architectures and design methodologies for linear parameter varying systems [J].
Casavola, Alessandro ;
Rodrigues, Mickael ;
Theilliol, Didier .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (05) :625-626
[5]   Actuator fault-tolerant control of ocean surface vessels with input saturation [J].
Chen, Mou ;
Jiang, Bing ;
Cui, Rongxin .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 26 (03) :542-564
[6]   Dissolved oxygen control of the activated sludge wastewater treatment process using stable adaptive fuzzy control [J].
Coelho Belchior, Carlos Alberto ;
Matos Araujo, Rui Alexandre ;
Cardoso Landeck, Jorge Afonso .
COMPUTERS & CHEMICAL ENGINEERING, 2012, 37 :152-162
[7]   Control of an ideal activated sludge process in wastewater treatment via an ODE-PDE model [J].
Diehl, Stefan ;
Faras, Sebastian .
JOURNAL OF PROCESS CONTROL, 2013, 23 (03) :359-381
[8]   Integrating Transactive Energy Into Reliability Evaluation for a Self-Healing Distribution System With Microgrid [J].
Dong, Jiaojiao ;
Zhu, Lin ;
Dong, Qihuan ;
Kritprajun, Paychuda ;
Liu, Yunting ;
Liu, Yilu ;
Tolbert, Leon M. ;
Hambrick, Joshua C. ;
Xue, Yaosuo Sonny ;
Ben Ollis, T. ;
Bhattarai, Bishnu P. ;
Schneider, Kevin P. ;
Laval, Stuart .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2022, 13 (01) :122-134
[9]   Dissolved Oxygen Control in Activated Sludge Process Using a Neural Network-Based Adaptive PID Algorithm [J].
Du, Xianjun ;
Wang, Junlu ;
Jegatheesan, Veeriah ;
Shi, Guohua .
APPLIED SCIENCES-BASEL, 2018, 8 (02)
[10]   Control issues and challenges in wastewater treatment plants [J].
Hamilton, Ryan ;
Braun, Bill ;
Dare, Ron ;
Koopman, Ben ;
Svoronos, Spyros A. .
IEEE CONTROL SYSTEMS MAGAZINE, 2006, 26 (04) :63-69