Economic model predictive control of wastewater treatment plants based on BSM1 using linear prediction models

被引：0
|
作者：
Moliner-Heredia, Ruben [1 ]
Penarrocha-Alos, Ignacio [1 ]
Sanchis-Llopis, Roberto [1 ]
机构：
[1] Univ Jaume 1, Dept Ingn Sistemas Ind & Diseno, Castellon De La Plana, Spain
来源：
2019 IEEE 15TH INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA) | 2019年
关键词：
BSM1; Wastewater Treatment Plants; Economic Model Predictive Control; Electricity Tariffs; Linear Prediction Models; Hammerstein-Wiener Models; OPERATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we have developed an Economical Model Predictive Control (EMPC) for a Wastewater Treatment Plant (WWTP) with the use of a standard semidefinite programming solver. In this case, the objective has been to keep the ammonium concentration in the effluent under limits manipulating the air insufflation pumps at the biological reactor and an internal recycle valve. The minimized cost function consists of the product of the energy consumed by the air insufflator and the cost of the electricity, taking into account the variations of the tariffs over the day. We have simulated the behaviour of the WWTP using the Benchmark Model Simulation no 1 (BSM1), and we have developed a linear prediction model in order to apply the EMPC method.
引用
收藏
页码：73 / 78
页数：6
相关论文
共 50 条
  • [1] Model predictive control of wastewater treatment plants: application to the BSM1 benchmark
    Corriou, JP
    Pons, MN
    EUROPEAN SYMPOSIUM ON COMPUTER-AIDED PROCESS ENGINEERING - 14, 2004, 18 : 625 - 630
  • [2] Application of model predictive control to the BSM1 benchmark of wastewater treatment process
    Shen, Wenhao
    Chen, Xiaoquan
    Corriou, Jean Pierre
    COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (12) : 2849 - 2856
  • [3] Collaborative Control Applied to BSM1 for Wastewater Treatment Plants
    Morales-Rodelo, Keidy
    Francisco, Mario
    Alvarez, Hernan
    Vega, Pastora
    Revollar, Silvana
    PROCESSES, 2020, 8 (11) : 1 - 22
  • [4] Model Predictive Control of BSM1 benchmark of wastewater treatment process: a tuning procedure
    Francisco, M.
    Vega, P.
    Revollar, S.
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 7057 - 7062
  • [5] Adaptive Control and Setpoint Optimization for the BSM1 Model of Wastewater Treatment
    Sadeghassadi, Mahsa
    Macnab, Chris. J. B.
    Westwick, David
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 2802 - 2807
  • [6] Control of an activated sludge wastewater treatment process based on a Calibrated and modified BSM1 Model
    Harja, Gabriel
    Nascu, Ioan
    2019 20TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2019, : 395 - 400
  • [7] Open loop response of benchmark for the BSM1 wastewater treatment plants
    Shen Wenhao
    Pons, Marie N.
    Corriou, Jean P.
    Research Progress in Pulping and Papermaking, 2006, 2006, : 832 - 837
  • [8] Economic optimization of wastewater treatment plants using Non Linear Model Predictive Control
    Revollar, S.
    Vega, P.
    Vilanova, R.
    2015 19TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2015, : 583 - 588
  • [9] Design and Evaluation of Hierarchical Control Strategies for Wastewater Treatment Plants Using Burger-Diehl Settler Model in BSM1 Framework
    Tejaswini, E. S. S.
    Panjwani, Soniya
    Torfs, Elena
    Nopens, Ingmar
    Ambati, Seshagiri Rao
    JOURNAL OF ENVIRONMENTAL ENGINEERING, 2022, 148 (08)
  • [10] Design and Evaluation of Hierarchical Control Strategies for Wastewater Treatment Plants Using Burger-Diehl Settler Model in BSM1 Framework
    Tejaswini, E.S.S.
    Panjwani, Soniya
    Torfs, Elena
    Nopens, Ingmar
    Ambati, Seshagiri Rao
    Journal of Environmental Engineering (United States), 2022, 148 (08):
12345