CIESC Journal ›› 2021, Vol. 72 ›› Issue (3): 1567-1574.DOI: 10.11949/0438-1157.20201664
• Process system engineering • Previous Articles Next Articles
WEI Wei(),CAI Xinyu,LIU Zaiwen,ZUO Min()
Received:
2020-12-01
Revised:
2020-12-07
Online:
2021-03-05
Published:
2021-03-05
Contact:
ZUO Min
通讯作者:
左敏
作者简介:
魏伟(1984—),男,博士,教授,基金资助:
CLC Number:
WEI Wei, CAI Xinyu, LIU Zaiwen, ZUO Min. Disturbance rejection control for wastewater treatment processes[J]. CIESC Journal, 2021, 72(3): 1567-1574.
魏伟, 蔡欣宇, 刘载文, 左敏. 废水处理过程的抗扰控制研究[J]. 化工学报, 2021, 72(3): 1567-1574.
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产率系数 | 数值 | 动力系数和转换系数 | 数值 |
---|---|---|---|
k1 | 3.2 | 0.2 h-1 | |
k2 | 16.7 | 0.5 h-1 | |
k3 | 1.035 | KM1 | 0.75 g/L |
k4 | 1.194 | KM2 | 4 g/L |
k5 | 1.5 | KI2 | 21 g/L |
k6 | 3 | ω1 | 1.2 |
k7 | 0.113 | ω2 | 1.75 |
Table 1 Biological process parameters
产率系数 | 数值 | 动力系数和转换系数 | 数值 |
---|---|---|---|
k1 | 3.2 | 0.2 h-1 | |
k2 | 16.7 | 0.5 h-1 | |
k3 | 1.035 | KM1 | 0.75 g/L |
k4 | 1.194 | KM2 | 4 g/L |
k5 | 1.5 | KI2 | 21 g/L |
k6 | 3 | ω1 | 1.2 |
k7 | 0.113 | ω2 | 1.75 |
控制器 | 控制参数 |
---|---|
EFL | λi =5.5 |
PI | kp=1, Ti =1 |
DRC | k0=2, h0=2 |
Table 2 Control parameters of EFL, PI and DRC
控制器 | 控制参数 |
---|---|
EFL | λi =5.5 |
PI | kp=1, Ti =1 |
DRC | k0=2, h0=2 |
控制器 | ITAE | ISE |
---|---|---|
EFL | 7.3322 | 0.1327 |
PI | 5.9346 | 0.0199 |
DRC | 1.4899 | 0.0068 |
Table 3 ITAE and IAE values in an ideal case
控制器 | ITAE | ISE |
---|---|---|
EFL | 7.3322 | 0.1327 |
PI | 5.9346 | 0.0199 |
DRC | 1.4899 | 0.0068 |
控制器 | ITAE | ISE |
---|---|---|
EFL | 6.1745×103 | 109.4598 |
PI | 642.0027 | 1.1917 |
DRC | 161.2388 | 0.0804 |
Table 4 ITAE and IAE values in presence of disturbances
控制器 | ITAE | ISE |
---|---|---|
EFL | 6.1745×103 | 109.4598 |
PI | 642.0027 | 1.1917 |
DRC | 161.2388 | 0.0804 |
1 | 周晋宇. 城市水环境修复与综合治理措施[J]. 环境与发展, 2019, 31(9): 219-221. |
Zhou J Y. Urban water environment restoration and comprehensive treatment measures[J]. Environment and Development, 2019, 31(9): 219-221. | |
2 | 何丽芳. 我国工业园区水污染现状及防治措施[J]. 当代化工研究, 2020, 56(3): 97-98. |
He L F. Water pollution status and prevention measures in industrial parks in China[J]. Modern Chemical Research, 2020, 56(3): 97-98. | |
3 | 孙华杰. 我国水污染的主要成因及防治对策[J]. 环境与发展, 2019, 31(9): 57-58. |
Sun H J. The main cause of water pollution in China and its prevention and control measures[J]. Environment and Development, 2019, 31(9): 57-58. | |
4 | Angulo F, Olivar G, Rincon A. Control of an anaerobic upflow fixed bed bioreactor[C]//Proc. 15th Mediterranean Conference on Control & Automation. Athens, Greece: IEEE, 2007: T04-005. |
5 | Petre E, Selişteanu D, Sendrescu D. Adaptive and robust-adaptive control strategies for anaerobic wastewater treatment bioprocesses[J]. Chemical Engineering Journal, 2013, 217(1): 363-378. |
6 | Petre E, Selişteanu D, Şendrescu D, et al. An adaptive control structure for an anaerobic digestion process with unknown inputs[C]// International Carpathian Control Conference (ICCC). Sinaia, Romania: IEEE, 2017: 58-63. |
7 | Sastry S S, Isidori A. Adaptive control of linearizable systems[J]. IEEE Transactions on Automatic Control, 1989, 34(11): 1123-1131. |
8 | Petre E, Selisteanu D, Sendrescu D. Adaptive control strategies for a class of anaerobic depollution bioprocesses[C]// Proceedings of the International Conference on Automation, Quality and Testing, Robotics AQTR. Cluj-Napoca, Romania: IEEE, 2008: 159-164. |
9 | Selişteanu D, Petre E, Rǎsvan V B. Sliding mode and adaptive sliding-mode control of a class of nonlinear bioprocesses[J]. International Journal of Adaptive Control & Signal Processing, 2007, 21(8/9): 795-822. |
10 | Petre E, Selişteanu D, Şendrescu D, et al. Nonlinear and neural networks based adaptive control for a wastewater treatment bioprocess[C]// Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II. Springer Berlin Heidelberg, 2008: 273-280. |
11 | Petre E, Selişteanu D. A multivariable robust-adaptive control strategy for a recycled wastewater treatment bioprocess[J]. Chemical Engineering Science, 2013, 90(3): 40-50. |
12 | Petre E, Selişteanu D, Şendrescu D, et al. Neural networks-based adaptive control for a class of nonlinear bioprocesses[J]. Neural Computing & Applications, 2010, 19(2): 169-178. |
13 | 魏伟, 左敏, 李伟, 等. 污水处理过程溶解氧浓度的自抗扰控制[J]. 控制理论与应用, 2018, 35(1): 24-30. |
Wei W, Zuo M, Li W, et al. Control of dissolved oxygen for a wastewater treatment process by active disturbance rejection control approach[J]. Control Theory & Applications, 2018, 35(1): 24-30. | |
14 | Wei W, Chen N, Zuo M, et al. Disturbance rejection control for the dissolved oxygen in a wastewater treatment process[J]. Measurement and Control, 2020, 53(5/6): 899-907. |
15 | Wei W, Chen N, Zhang Z Y, et al. U-model based active disturbance rejection control for the dissolved oxygen in a wastewater treatment process[J]. Mathematical Problems in Engineering, 2020, 2020(7): 350791001-350791014. |
16 | 魏伟, 陈楠, 左敏, 等. 基于复合抗扰的溶解氧浓度控制[J]. 控制理论与应用, 2020, 37(9): 1895-1903. |
Wei W, Chen N, Zuo M, et al. Compound disturbance rejection control of dissolved oxygen concentration[J]. Control Theory & Applications, 2020, 37(9): 1895-1903. | |
17 | Wei W, Xia P F, Liu Z W, et al. A modified active disturbance rejection control for a wastewater treatment process[J]. Chinese Journal of Chemical Engineering, 2020, 28(10): 2607-2619. |
18 | 胡超. 厌氧消化系统模型动态模拟和稳定性评价指标体系的研究[D]. 北京: 中国科学院大学, 2018. |
Hu C. Study on dynamic simulation of anaerobic digestion system model (ADSM) and process stability evaluation index[D]. Beijing: University of Chinese Academy of Sciences, 2018. | |
19 | Bernard O, Hadj-Sadok Z, Dochain D, et al. Dynamical model development and parameter identification for an anaerobic wastewater treatment process[J]. Biotechnology and Bioengineering, 2001, 75(4): 424-438. |
20 | Batstone D J, Keller J, Angelidaki I, et al. The IWA anaerobic digestion Model No. 1 (ADM1)[J]. Water Science and Technology, 2002, 45(10): 65-73. |
21 | Tornambe A. A decentralized controller for the robust stabilization of a class of MIMO dynamical systems[J]. Journal of Dynamic Systems, Measurement, and Control, 1994, 116(6): 293-304. |
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