Simulation and Operational Optimization of RO Based Desalination for Coal-Fired Power Plants’ Wastewater
Source abstract
Abstract
Focusing on the problems of opaqueness and high energy consumption in coal-fired power plant wastewater recycling processes, this paper studies the simulation and operational optimization of coal-fired power plant wastewater treatment by taking a coal-fired power plant system in Inner Mongolia as an example. Firstly, based on the solution–diffusion theory, pressure drop, and osmotic concentration polarization, a mechanistic model equation for coal-fired power plant wastewater treatment is developed. Secondly, the equation fitness and equation parameters are calibrated to obtain an accurate model. Thirdly, the system is simulated and analyzed so as to obtain the influence and change trajectories of different feed flowrates, temperatures, pressures, and concentrations on various aspects of the system’s performance, such as water recovery rate, salt rejection rate, and so on. Finally, in order to reduce the operating cost of the system, an optimization analysis is carried out, with the lowest specific energy consumption and average daily operating cost as optimization goals, and the performance changes of the system before and after optimization under three different working conditions are compared. The results show that adopting the given optimal strategy can significantly reduce the system’s operational cost. This research is helpful for the digitization and low-carbon operation of coal-fired power plant wastewater treatment systems.
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Research context
OpenAlex topics: Membrane Separation Technologies · Water-Energy-Food Nexus Studies · Solar-Powered Water Purification Methods
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
Chn Energy Lucency Enviro-Tech Co., Ltd., Beijing 100039, China
Funding
Zhejiang Provincial Natural Science Foundation · National Natural Science Foundation of China
References (34)
Show source-provided references
1. A review on inorganic membranes for desalination and wastewater treatment10.1016/j.desal.2017.07.023 ↗
2. Blandin, G., Verliefde, A.R.D., Comas, J., Rodriguez-Roda, l., and Le-Clech, P. (2016). Efficiently combining water reuse and desalination through forward osmosis—reverse osmosis (FO-RO) hybrids: A critical review. Membranes, 6.10.3390/membranes6030037 ↗
3. Treatment of industrial wastewater produced by desulfurization process in a coal-fired power plant via FO-MD hybrid process10.1016/j.chemosphere.2018.06.180 ↗
4. Research on the development path of carbon peaking and carbon neutrality in China’s power industry
5. Brackish-, sea-and wastewater desalination10.1016/S0011-9164(01)00241-7 ↗
6. Industrial wastewater-types, amounts and effects
7. Obotey Ezugbe, E., and Rathilal, S. (2020). Membrane technologies in wastewater treatment: A review. Membranes, 10.10.3390/membranes10050089 ↗
8. Developments in wastewater treatment methods10.1016/j.desal.2004.06.113 ↗
9. Ali, A., Nymann, M.C., Christensen, M.L., and Quist-Jensen, C.A. (2020). Industrial Wastewater Treatment by Nanofiltration—A Case Study on the Anodizing Industry. Membranes, 10.10.3390/membranes10050085 ↗
10. Application of integrated forward and reverse osmosis for coal mine wastewater desalination10.1016/j.seppur.2016.02.034 ↗
11. Pilot-scale evaluation of FO-RO osmotic dilution process for treating wastewater from coal-fired power plant integrated with seawater desalination10.1016/j.memsci.2017.06.036 ↗
12. Al-Obaidi, M.A., Ruiz-García, A., Hassan, G., Li, J.P., Kara-Zaïtri, C., Nuez, I., and Mujtaba, I.M. (2021). Model Based Simulation and Genetic Algorithm Based Optimization of Spiral Wound Membrane RO Process for Improved Dimethylphenol Rejection from Wastewater. Membranes, 11.10.3390/membranes11080595 ↗
13. Design and economics of RO seawater desalination10.1016/0011-9164(96)00081-1 ↗
14. Modeling an industrial reverse osmosis unit10.1016/S0011-9164(99)00152-6 ↗
15. Modeling of spiral wound membrane desalination modules and plants—review and research priorities10.1016/j.desal.2014.10.002 ↗
16. Design consideration of RO units: Case studies10.1016/S0011-9164(02)01147-5 ↗
17. A simplified simulation model of RO systems for seawater desalination10.1016/j.desal.2008.01.043 ↗
18. A mathematical modeling of two industrial seawater desalination plants in the Persian Gulf region10.1016/j.desal.2009.10.012 ↗
19. Optimal design of reverse osmosis desalination system
20. Global optimal design of reverse osmosis networks for seawater desalination: Modeling and algorithm10.1016/j.desal.2005.03.056 ↗
21. Operation Mathematical Model of Reverse Osmosis Membrane Element
22. An explicit solution of the mathematical model for osmotic desalination process10.1007/s11814-013-0123-7 ↗
23. An Improved Finite Element Meshing Strategy for Dynamic Optimization Problems10.1155/2017/4829195 ↗
24. Three ways to solve partial differential equations with neural networks—A review10.1002/gamm.202100006 ↗
25. Application of a Multiobjective Artificial Neural Network (ANN) in Industrial Reverse Osmosis Concentrate Treatment with a Fluidized Bed Fenton Process: Performance Prediction and Process Optimization10.1021/acsestwater.0c00192 ↗
26. Salt and Water Transport in Reverse Osmosis Membranes: Beyond the Solution-Diffusion Model10.1021/acs.est.1c05649 ↗
27. An efficient deep reinforcement machine learning-based control reverse osmosis system for water desalination10.1016/j.desal.2021.115443 ↗
28. Artificial neural networks for modeling the reverse osmosis unit in a wastewater pilot treatment plant
29. Optimization of reverse osmosis based wastewater treatment system for the removal of chlorophenol using genetic algorithms10.1016/j.cej.2016.12.096 ↗
30. Probing the internal structure of reverse osmosis membranes by positron annihilation spectroscopy: Gaining more insight into the transport of water and small solutes10.1016/j.memsci.2015.02.007 ↗
31. Simulations of Full-Scale Reverse Osmosis Membrane Process10.1061/(ASCE)0733-9372(2002)128:10(960) ↗
32. A new Navier-Stokes and Darcy’s law combined model for fluid flow in crossflow filtration tubular membranes10.1016/S0011-9164(04)90041-0 ↗
33. A study on optimal schedule of membrane cleaning and replacement for spiral-wound SWRO system10.1016/j.desal.2016.11.025 ↗
34. Optimum design of reverse osmosis seawater desalination system considering membrane cleaning and replacing10.1016/j.memsci.2006.04.019 ↗