Optimal control of a reverse osmosis desalination plant using multi-objective optimization

被引：0
|
作者：
Gambier, A. [1 ]
Wellenreuther, A. [1 ]
Badreddin, E. [1 ]
机构：
[1] Univ Mannheim, Automat Lab, B6,26, D-68131 Mannheim, Germany
来源：
PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1-4 | 2006年
关键词：
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 contribution, the control of a reverse osmosis desalination plant by using an optimal multi-loop approach is presented. Controllers are assumed to be players of a cooperative game, whose solution is obtained by multi-objective optimization (MOO). The MOO problem is solved by applying a genetic algorithm and the final solution is found from this Pareto set. For the reverse osmosis plant a control scheme consisting of two PI control loops are proposed. Simulation results show that in some cases, as for example this desalination plant, mufti-loop control with several controllers, which have been obtained by join multi-objective optimization, perform as good as more complex controllers but with less implementation effort.
引用
收藏
页码：821 / 826
页数：6
相关论文
共 50 条
  • [1] Multi objective optimization of reverse osmosis desalination plant with exergy approach
    Somayyeh Sadri
    Ramin Haghighi Khoshkhoo
    Mohammad Ameri
    [J]. Journal of Mechanical Science and Technology, 2016, 30 : 4807 - 4814
  • [2] Multi objective optimization of reverse osmosis desalination plant with exergy approach
    Sadri, Somayyeh
    Khoshkhoo, Ramin Haghighi
    Ameri, Mohammad
    [J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2016, 30 (10) : 4807 - 4814
  • [3] Control of a Reverse Osmosis Plant by Using a Robust PID Design Based on Multi-objective Optimization
    Gambier, Adrian
    [J]. 2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 7045 - 7050
  • [4] Multi-objective optimization of a photovoltaic-wind- grid connected system to power reverse osmosis desalination plant
    Ghaithan, Ahmed M.
    Mohammed, Awsan
    Al-Hanbali, Ahmad
    Attia, Ahmed M.
    Saleh, Haitham
    [J]. ENERGY, 2022, 251
  • [5] Exergo-economic analysis and multi-objective optimization of seawater reverse osmosis desalination networks
    Du, Yawei
    Liang, Xuefei
    Liu, Yan
    Xie, Lixin
    Zhang, Shaofeng
    [J]. DESALINATION, 2019, 466 : 1 - 15
  • [6] A novel IEF-DLNN and multi-objective based optimizing control strategy for seawater reverse osmosis desalination plant
    Alghamdi, Ahmed
    [J]. HELIYON, 2023, 9 (03)
  • [7] Multi-objective optimization and parametric study of a hybrid waste gasification system integrated with reverse osmosis desalination
    Rafieian, Pouria
    Ashjaee, Mehdi
    Houshfar, Ehsan
    [J]. Chemosphere, 2023, 339
  • [8] Unveiling the potential of forward osmosis desalination: Multi-objective optimization for peak efficiency
    Chaoui, Imane
    Ndiaye, Issa
    Eddouibi, Jaouad
    Abderafi, Souad
    Bounahmidi, Tijani
    [J]. JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, 2024, 135 : 297 - 308
  • [9] Multi-Objective Optimization of a Geothermal Steam Turbine Combined With Reverse Osmosis and Multi-Effect Desalination for Sustainable Freshwater Production
    Farsi, Aida
    Rosen, Marc A.
    [J]. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, 2022, 144 (05):
  • [10] Multi-objective optimization of reverse osmosis desalination units using different adaptations of the non-dominated sorting genetic algorithm (NSGA)
    Guria, C
    Bhattacharya, PK
    Gupta, SK
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2005, 29 (09) : 1977 - 1995
12345