Effect of Water Quality Produced at Each Stage of the Seawater Desalination Process on Hydrogen Production in Water Electrolysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Seawater Desalination Process
2.1.1. Seawater Preparation
2.1.2. Alkaline Agents
2.1.3. Silica Sand and Polymer Flocculants Employed for Ballasted Flocculation
2.1.4. SBF
2.1.5. RO Membrane Filtration
2.1.6. Ion Exchange Processing
2.1.7. Water Quality Analysis
2.2. Hydrogen Production Method
3. Results
3.1. Treated Water Quality of Each Processing
3.2. Hydrogen Production Efficiency Using Treated Water from Different Processes
4. Discussions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| EC | electrical conductivity |
| FCV | fuel cell vehicle |
| HER | hydrogen evolution process |
| MEA | membrane electrode assembly |
| OER | oxygen evolution reaction |
| PEM | Polymer Electrolyte Membrane |
| PFSA | perfluorosulfonic acid |
| RO | reverse osmosis |
| RO–ion exchange | RO membrane and further purification through ion exchange |
| SBF | softening with ballasted flocculation |
| SDI | silt density index |
| SWRO | seawater reverse osmosis |
| USD | U.S. dollar |
| USGS | U.S. Geological Survey |
References
- Zhang, R.; Xie, A.; Cheng, L.; Bai, Z.; Tang, Y.; Wan, P. Hydrogen Production by Traditional and Novel Alkaline Water Electrolysis on Nickel or Iron Based Electrocatalysts. Chem. Commun. 2023, 59, 8205–8221. [Google Scholar] [CrossRef]
- Kumar, S.S.; Lim, H. Recent Advances in Hydrogen Production through Proton Exchange Membrane Water Electrolysis—A Review. Sustain. Energy Fuels 2023, 7, 3560–3583. [Google Scholar] [CrossRef]
- Yakoub, S.E.; Kashyout, A.E.-H.B.; Shoueir, K.; El-Kemary, M. Design and Performance Analyses of Graphene-Nano Plasmonic Devices for Wireless Gas Sensor Applications. Int. J. Hydrogen Energy 2023, 48, 10299–10314. [Google Scholar] [CrossRef]
- Wang, L.; Hao, Y.; Pan, J.; Bi, S.; Hung, S.-F.; Peng, K.-S.; Wang, A.-Y.; Chen, T.-Y.; Li, S.; Ling, C.; et al. Tailored Water–Surface Interactions on Cobalt Oxide for Stable Proton-Exchange-Membrane Water Electrolysis. Nat. Catal. 2026, 9, 123–133. [Google Scholar] [CrossRef]
- Hydrogen and Fuel Cell Strategy Council. The Strategic Road Map for Hydrogen and Fuel Cell; Hydrogen and Fuel Cell Strategy Council: Tokyo, Japan, 2019.
- U.S. Geological Survey. How Much Water Is There on Earth? Available online: https://www.usgs.gov/water-science-school/science/how-much-water-there-earth (accessed on 27 January 2026).
- Chougradi, A.; Zaviska, F.; Abed, A.; Harmand, J.; Jellal, J.-E.; Heran, M. Batch Reverse Osmosis Desalination Modeling under a Time-Dependent Pressure Profile. Membranes 2021, 11, 173. [Google Scholar] [CrossRef] [PubMed]
- Peñate, B.; García-Rodríguez, L. Current Trends and Future Prospects in the Design of Seawater Reverse Osmosis Desalination Technology. Desalination 2012, 284, 1–8. [Google Scholar] [CrossRef]
- Ren, J.-T.; Chen, L.; Wang, H.-Y.; Tian, W.-W.; Yuan, Z.-Y. Water Electrolysis for Hydrogen Production: From Hybrid Systems to Self-Powered/Catalyzed Devices. Energy Environ. Sci. 2024, 17, 49–113. [Google Scholar] [CrossRef]
- Gao, L.; Yoshikawa, S.; Iseri, Y.; Fujimori, S.; Kanae, S. An Economic Assessment of the Global Potential for Seawater Desalination to 2050. Water 2017, 9, 763. [Google Scholar] [CrossRef]
- Tu, K.L.; Chivas, A.R.; Nghiem, L.D. Effects of Membrane Fouling and Scaling on Boron Rejection by Nanofiltration and Reverse Osmosis Membranes. Desalination 2011, 279, 269–277. [Google Scholar] [CrossRef]
- Fortunato, L.; Alshahri, A.H.; Farinha, A.S.F.; Zakzouk, I.; Jeong, S.; Leiknes, T. Fouling Investigation of a Full-Scale Seawater Reverse Osmosis Desalination (SWRO) Plant on the Red Sea: Membrane Autopsy and Pretreatment Efficiency. Desalination 2020, 496, 114536. [Google Scholar] [CrossRef]
- Susanto, H.; Franzka, S.; Ulbricht, M. Dextran Fouling of Polyethersulfone Ultrafiltration Membranes—Causes, Extent and Consequences. J. Membr. Sci. 2007, 296, 147–155. [Google Scholar] [CrossRef]
- Bucs, S.S.; Valladares Linares, R.; Vrouwenvelder, J.S.; Picioreanu, C. Biofouling in Forward Osmosis Systems: An Experimental and Numerical Study. Water Res. 2016, 106, 86–97. [Google Scholar] [CrossRef] [PubMed]
- Miyakawa, H.; Maghram Al Shaiae, M.; Green, T.N.; Ito, Y.; Sugawara, Y.; Onishi, M.; Fusaoka, Y.; Farooque Ayumantakath, M.; Saleh Al Amoudi, A. Reliable Sea Water Ro Operation with High Water Recovery and No-Chlorine/No-Sbs Dosing in Arabian Gulf, Saudi Arabia. Membranes 2021, 11, 141. [Google Scholar] [CrossRef] [PubMed]
- Shih, W.-Y.; Rahardianto, A.; Lee, R.-W.; Cohen, Y. Morphometric Characterization of Calcium Sulfate Dihydrate (Gypsum) Scale on Reverse Osmosis Membranes. J. Membr. Sci. 2005, 252, 253–263. [Google Scholar] [CrossRef]
- Tang, C.Y.; Kwon, Y.-N.; Leckie, J.O. Fouling of Reverse Osmosis and Nanofiltration Membranes by Humic Acid—Effects of Solution Composition and Hydrodynamic Conditions. J. Membr. Sci. 2007, 290, 86–94. [Google Scholar] [CrossRef]
- Ling, B.; Xie, P.; Ladner, D.; Battiato, I. Dynamic Modeling of Fouling in Reverse Osmosis Membranes. Membranes 2021, 11, 349. [Google Scholar] [CrossRef]
- Pontié, M.; Rapenne, S.; Thekkedath, A.; Duchesne, J.; Jacquemet, V.; Leparc, J.; Suty, H. Tools for Membrane Autopsies and Antifouling Strategies in Seawater Feeds: A Review. Desalination 2005, 181, 75–90. [Google Scholar] [CrossRef]
- Henthorne, L.; Boysen, B. State-of-the-Art of Reverse Osmosis Desalination Pretreatment. Desalination 2015, 356, 129–139. [Google Scholar] [CrossRef]
- Prihasto, N.; Liu, Q.-F.; Kim, S.-H. Pre-Treatment Strategies for Seawater Desalination by Reverse Osmosis System. Desalination 2009, 249, 308–316. [Google Scholar] [CrossRef]
- Yurt, A.; Aykın, Ö. Diphenolic Schiff Bases as Corrosion Inhibitors for Aluminium in 0.1 M HCl: Potentiodynamic Polarisation and EQCM Investigations. Corros. Sci. 2011, 53, 3725–3732. [Google Scholar] [CrossRef]
- Popova, A.; Christov, M.; Vasilev, A. Mono- and Dicationic Benzothiazolic Quaternary Ammonium Bromides as Mild Steel Corrosion Inhibitors. Part II: Electrochemical Impedance and Polarisation Resistance Results. Corros. Sci. 2011, 53, 1770–1777. [Google Scholar] [CrossRef]
- Guigui, C.; Rouch, J.C.; Durand-Bourlier, L.; Bonnelye, V.; Aptel, P. Impact of Coagulation Conditions on the In-Line Coagulation/UF Process for Drinking Water Production. Desalination 2002, 147, 95–100. [Google Scholar] [CrossRef]
- Sun, C.; Xie, L.; Li, X.; Sun, L.; Dai, H. Study on Different Ultrafiltration-Based Hybrid Pretreatment Systems for Reverse Osmosis Desalination. Desalination 2015, 371, 18–25. [Google Scholar] [CrossRef]
- Baig, M.B.; Al Kutbi, A.A. Design Features of a 20 Migd SWRO Desalination Plant, Al Jubail, Saudi Arabia. Desalination 1998, 118, 5–12. [Google Scholar] [CrossRef]
- Zeino, A.; Albakri, M.; Khaled, M.; Zarzour, M. Comparative Study of the Synergistic Effect of ATMP and DTPMPA on CaSO4 Scale Inhibition and Evaluation of Induction Time Effect. J. Water Process Eng. 2018, 21, 1–8. [Google Scholar] [CrossRef]
- Yoshimura, R.; Wai, S.; Ota, Y.; Nishioka, K.; Suzuki, Y. Effects of Artificial River Water on PEM Water Electrolysis Performance. Catalysts 2022, 12, 934. [Google Scholar] [CrossRef]
- Ayoub, G.M.; Zayyat, R.M.; Al-Hindi, M. Precipitation Softening: A Pretreatment Process for Seawater Desalination. Environ. Sci. Pollut. Res. 2014, 21, 2876–2887. [Google Scholar] [CrossRef]
- Kodamatani, H.; Kubozono, K.; Kanzaki, R.; Tomiyasu, T.; Fujioka, T. Reverse Osmosis Membrane-Based Pretreatment for the Quantification of N-Nitrosodimethylamine Concentrations in High-Matrix Water Samples. Environ. Sci. Water Res. Technol. 2023, 9, 2553–2560. [Google Scholar] [CrossRef]
- ACTIFLO® Softening. Available online: https://www.veoliawatertech.com/en/technologies/actiflo-softening (accessed on 27 January 2026).
- Denieul, M.-P.; Mauchauffée, S.; Barbier, E.; Calvez, G.L.; De Laval, A.; Coste, M. Industrial Waste Waters Re-Use: Application of 3FM® High Speed Filtration and High Rate Softening as Pre-Treatment of Wastewaters from the High Water Consuming Pulp&Paper Sector. Proc. Water Environ. Fed. 2011, 2011, 5136–5150. [Google Scholar] [CrossRef]
- Yadai, T.; Suzuki, Y. Development of Softening and Ballasted Flocculation as a Pretreatment Process for Seawater Desalination through a Reverse Osmosis Membrane. NPJ Clean Water 2023, 6, 7. [Google Scholar] [CrossRef]
- Liu, C.; Guo, Y.; Zhang, J.; Tian, B.; Lin, O.; Liu, Y.; Zhang, C. Tailor-Made High-Performance Reverse Osmosis Membranes by Surface Fixation of Hydrophilic Macromolecules for Wastewater Treatment. RSC Adv. 2019, 9, 17766–17777. [Google Scholar] [CrossRef]
- Comstock, S.E.H.; Boyer, T.H.; Graf, K.C. Treatment of Nanofiltration and Reverse Osmosis Concentrates: Comparison of Precipitative Softening, Coagulation, and Anion Exchange. Water Res. 2011, 45, 4855–4865. [Google Scholar] [CrossRef]
- Lu, T.; Liu, Y.; Xu, X.; Pan, L.; Alothman, A.A.; Shapter, J.; Wang, Y.; Yamauchi, Y. Highly Efficient Water Desalination by Capacitive Deionization on Biomass-Derived Porous Carbon Nanoflakes. Sep. Purif. Technol. 2021, 256, 117771. [Google Scholar] [CrossRef]
- Suzuki, Y.; Kaku, R.; Takahashi, K.; Kanai, M.; Tamai, S.; Annaka, Y.; Chuganji, N. Optimum Conditions for High-Speed Solid–Liquid Separation by Ballasted Flocculation. Water Sci. Technol. 2023, 88, 35–46. [Google Scholar] [CrossRef] [PubMed]
- Carmo, M.; Fritz, D.L.; Mergel, J.; Stolten, D. A Comprehensive Review on PEM Water Electrolysis. Int. J. Hydrogen Energy 2013, 38, 4901–4934. [Google Scholar] [CrossRef]
- Grigoriev, S.A.; Millet, P.; Volobuev, S.A.; Fateev, V.N. Optimization of Porous Current Collectors for PEM Water Electrolysers. Int. J. Hydrogen Energy 2009, 34, 4968–4973. [Google Scholar] [CrossRef]
- Mauritz, K.A.; Moore, R.B. State of Understanding of Nafion. Chem. Rev. 2004, 104, 4535–4586. [Google Scholar] [CrossRef]
- Mandal, M.; Moore, M.; Secanell, M. Measurement of the Protonic and Electronic Conductivities of PEM Water Electrolyzer Electrodes. ACS Appl. Mater. Interfaces 2020, 12, 49549–49562. [Google Scholar] [CrossRef]
- Ghaffour, N.; Missimer, T.M.; Amy, G.L. Technical Review and Evaluation of the Economics of Water Desalination: Current and Future Challenges for Better Water Supply Sustainability. Desalination 2013, 309, 197–207. [Google Scholar] [CrossRef]
- Shwe Sin, P.; Wai, S.; Ota, Y.; Nishioka, K.; Suzuki, Y. Performance Recovery of Proton Exchange Membrane Electrolyzer Degraded by Metal Cations Contamination. Int. J. Hydrogen Energy 2024, 53, 86–92. [Google Scholar] [CrossRef]
- Greenlee, L.F.; Lawler, D.F.; Freeman, B.D.; Marrot, B.; Moulin, P. Reverse Osmosis Desalination: Water Sources, Technology, and Today’s Challenges. Water Res. 2009, 43, 2317–2348. [Google Scholar] [CrossRef] [PubMed]
- Ran, Q.; Feng, H.; Chang, G.; Luo, M.; Xu, S. Thymine-Mediated Electrochemical Aptasensor for Sensitive and Simultaneous Detection of Hg2+ and CH3Hg+ in Fish Samples. Electrochim. Acta 2023, 461, 142406. [Google Scholar] [CrossRef]
- Wu, L.; Xu, Y.; Wang, Q.; Zou, X.; Pan, Z.; Leung, M.K.H.; An, L. Direct Seawater Electrolysis for Green Hydrogen Production: Electrode Designs, Cell Configurations, and System Integrations. Energy Environ. Sci. 2025, 18, 4596–4624. [Google Scholar] [CrossRef]
- He, X.; Li, Z.; Yao, Y.; Luo, F.; Sun, X.; Tang, B. Surface and Interfacial Engineering of Electrocatalysts for Seawater Electrolysis. Acc. Chem. Res. 2026, 59, 518–528. [Google Scholar] [CrossRef]
- Kavitha, J.; Rajalakshmi, M.; Phani, A.R.; Padaki, M. Pretreatment Processes for Seawater Reverse Osmosis Desalination Systems—A Review. J. Water Process Eng. 2019, 32, 100926. [Google Scholar] [CrossRef]
- Pearce, P. Trickling Filters for Upgrading Low Technology Wastewater Plants for Nitrogen Removal. Water Sci. Technol. 2004, 49, 47–52. [Google Scholar] [CrossRef]
- Ebrahim, S.; Abdel-Jawad, M.; Bou-Hamad, S.; Safar, M. Fifteen Years of R&D Program in Seawater Desalination at KISR Part I. Pretreatment Technologies for RO Systems. Desalination 2001, 135, 141–153. [Google Scholar] [CrossRef]
- Jamaly, S.; Darwish, N.N.; Ahmed, I.; Hasan, S.W. A Short Review on Reverse Osmosis Pretreatment Technologies. Desalination 2014, 354, 30–38. [Google Scholar] [CrossRef]
- Kurihara, M. Sustainable Seawater Reverse Osmosis Desalination as Green Desalination in the 21st Century. J. Membr. Sci. Res. 2020, 6, 20–29. [Google Scholar] [CrossRef]
- Li, M. Effects of Finite Flux and Flushing Efficacy on Specific Energy Consumption in Semi-Batch and Batch Reverse Osmosis Processes. Desalination 2020, 496, 114646, Corrigendum in Desalination 2022, 540, 116032. https://doi.org/10.1016/j.desal.2022.116032. [Google Scholar] [CrossRef]
- Nandikes, G.; Pathak, P.; Karthikeyan, M.; Abahussain, A.A.M.; Singh, L. Mesoporous LaFeO3 Perovskite as an Efficient and Cost-Effective Oxygen Reduction Reaction Catalyst in an Air Cathode Microbial Fuel Cell. Int. J. Hydrogen Energy 2024, 52, 627–641. [Google Scholar] [CrossRef]
- Abyar, H.; Nowrouzi, M.; Rezaei, H. Comparative Assessment of Ion-Exchange/Reverse Osmosis and Ultrafiltration/Reverse Osmosis for Seawater Desalination: Environmental, Economic, and Operational Perspectives. Environ. Sci. Pollut. Res. 2024, 31, 65220–65232. [Google Scholar] [CrossRef]





| Sample | Na (mg/L) | Mg (mg/L) | Ca (mg/L) | K (mg/L) |
|---|---|---|---|---|
| Artificial Seawater | 10,580 | 1642 | 459 | 395 |
| Natural Seawater | 9080 | 1049 | 302 | 331 |
| Parameter | Unit | Artificial Seawater | ||||
|---|---|---|---|---|---|---|
| Raw Water | SBF-Treated Water | SBF-Treated Water (Neutralization) | RO Membrane-Treated Water | RO + Ion Exchange-Treated Water | ||
| Mean ± SD * (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | ||
| pH | - | 8.0 ± 0.031 | 12.0 ± 0.018 | 6.7 ± 0.21 | 6.5 ± 4.9 | 6.1 ± 0.054 |
| EC | mS/cm | 40.0 ± 0.22 | - | 41.0 ± 0.30 | 0.73 ± 0.013 | 0.001 ± 0.24 |
| SiO2 | mg/L | 1.7 ± 0.20 | - | 0.8 ± 0.16 | 0.23 ± 0.12 | ND |
| Mg2+ | mg/L | 1642 ± 7.4 | - | ND | ND | ND |
| Ca2+ | mg/L | 459 ± 1.0 | - | ND | ND | ND |
| Na+ | mg/L | 10,583 ± 65.6 | - | 12,339 ± 74.5 | 152 ± 2.2 | 0.01 ± 0.01 |
| K+ | mg/L | 395 ± 1.2 | - | 353 ± 2.2 | 5.5 ± 0.04 | 0.7 ± 0.01 |
| Cl− | mg/L | 22,676 ± 464.4 | - | 20,681 ± 407.0 | 267 ± 59.6 | 0.29± 0.017 |
| Br− | mg/L | 51.5 ± 3.9 | - | 47.4 ± 2.6 | 0.68 ± 0.13 | ND |
| SO42− | mg/L | 2173 ± 33.4 | - | 1961 ± 33.9 | 6.7 ± 1.5 | ND |
| Parameter | Unit | Natural Seawater from Aoshima Port | ||||
|---|---|---|---|---|---|---|
| Raw Water | SBF-Treated Water | SBF-Treated Water (Neutralization) | RO Membrane-Treated Water | RO + Ion Exchange-Treated Water | ||
| Mean ± SD * (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | Mean ± SD (n = 3) | ||
| pH | - | 8.2 ± 0.06 | 12.9 ± 0.011 | 6.8 ± 0.029 | 7.6 ± 0.043 | 6.4 ± 0.13 |
| EC | mS/cm | 41.3 ± 0.90 | - | 30.6 ± 0.12 | 0.51 ± 0.016 | 0.001 ± 0.097 |
| Turbidity | ppm | 4.8 ± 0.18 | - | 1.7 ± 0.29 | 0.00 | 0.00 |
| SiO2 | mg/L | 3.3 ± 0.47 | - | 2.9 ± 0.21 | 0.20 ± 0.082 | ND |
| Mg2+ | mg/L | 1049 ± 0.028 | - | ND | ND | ND |
| Ca2+ | mg/L | 302 ± 59.9 | - | ND | ND | ND |
| Na+ | mg/L | 9082 ± 42.9 | - | 11,113 ± 67.4 | 122 ± 0.8 | ND |
| K+ | mg/L | 331 ± 1.1 | - | 309 ± 0.49 | 4.4 ± 0.01 | 1.0 ± 0.04 |
| Cl− | mg/L | - | - | Not determined | 258 ± 2.0 | 0.39 ± 0.069 |
| Br− | mg/L | - | - | Not determined | 0.66 ± 0.05 | ND |
| SO42− | mg/L | - | - | Not determined | 6.7 ± 0.056 | 0 |
| E. coli | CFU/100 mL | 31.0 ± 8.2 | - | ND | ND | ND |
| Coliforms | CFU/100 mL | 87.3 ± 8.2 | - | ND | ND | ND |
| Heterotrophic bacteria | CFU/100 mL | 87,000 ± 8200 | - | 330 ± 470 | ND | ND |
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Sin, P.P.S.; Yadai, T.; Yamamura, H.; Suzuki, Y.; Ota, Y.; Nishioka, K. Effect of Water Quality Produced at Each Stage of the Seawater Desalination Process on Hydrogen Production in Water Electrolysis. Appl. Sci. 2026, 16, 2622. https://doi.org/10.3390/app16052622
Sin PPS, Yadai T, Yamamura H, Suzuki Y, Ota Y, Nishioka K. Effect of Water Quality Produced at Each Stage of the Seawater Desalination Process on Hydrogen Production in Water Electrolysis. Applied Sciences. 2026; 16(5):2622. https://doi.org/10.3390/app16052622
Chicago/Turabian StyleSin, Pyae Pyae Shwe, Tomohiro Yadai, Hiroshi Yamamura, Yoshihiro Suzuki, Yasuyuki Ota, and Kensuke Nishioka. 2026. "Effect of Water Quality Produced at Each Stage of the Seawater Desalination Process on Hydrogen Production in Water Electrolysis" Applied Sciences 16, no. 5: 2622. https://doi.org/10.3390/app16052622
APA StyleSin, P. P. S., Yadai, T., Yamamura, H., Suzuki, Y., Ota, Y., & Nishioka, K. (2026). Effect of Water Quality Produced at Each Stage of the Seawater Desalination Process on Hydrogen Production in Water Electrolysis. Applied Sciences, 16(5), 2622. https://doi.org/10.3390/app16052622

