1
|
Farahbakhsh J, Najafi M, Golgoli M, Haeri SZ, Khiadani M, Razmjou A, Zargar M. Dual modification of reverse osmosis membranes with NH 2-MIL-125 and functionalised multiwalled carbon nanotubes for enhanced nanoplastic removal. CHEMOSPHERE 2024; 361:142401. [PMID: 38795918 DOI: 10.1016/j.chemosphere.2024.142401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/08/2024] [Accepted: 05/20/2024] [Indexed: 05/28/2024]
Abstract
The present study describes a novel double-modified strategy for developing high-performance thin-film composite reverse osmosis (TFC-RO) membranes by incorporating titanium-based metal organic frameworks (NH2-MIL-125) and functionalised multiwalled carbon nanotubes (MWCNTs) into the support layer and selective layer, respectively. Initially, the support layer was subjected to successive modifications using NH2-MIL-125 mixed with polysulfone (PSF) in dimethylformamide DMF solution to investigate their impact on the performance and properties of the support layer and resultant TFC-RO membranes. Results indicated that the new structure of the modified support layer had significant influences on the developed TFC-RO membranes. Notably, the pristine PSF support exhibited a large surface pore size, medium porosity, and strong hydrophobicity, resulting in a low-flux TFC-RO membrane. However, after modification with NH2-MIL-125, the optimal blend support demonstrated a small surface pore size, high porosity, and improved hydrophilicity, favouring the formation of a high performance TFC-RO membrane. The incorporation of functionalised MWCNTs nanochannels into the selective layer, using the optimal NH2-MIL-125-PSF blended support, resulted in a smoother and more hydrophilic TFC-RO membrane with enhanced negative charge to improve antifouling properties against negative foulants (i.e., nanoplastics (NPs) and bovine serum albumin (BSA)). The double-modified membrane (TFC-RO-DM) exhibited superior performance over the conventional PSF-TFC-RO membrane. Notably, the maximum water flux reached 39 L m-2.h-1 with 98.4% NaCl rejection. The membrane exhibited a high flux recovery rate of 92% following a 30-min physical cleaning process. Additionally, the TFC-RO-DM membrane displayed reduced fouling against NPs suggesting the great promise of this innovative double-modification approach for the advancement of high-performance TFC-RO membranes.
Collapse
Affiliation(s)
- Javad Farahbakhsh
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia
| | - Mohadeseh Najafi
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia
| | - Mitra Golgoli
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia
| | - Seyedeh Zahra Haeri
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia
| | - Mehdi Khiadani
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia
| | - Amir Razmjou
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia; Mineral Recovery Research Center (MRRC), School of Engineering, Edith Cowan University, Joondalup, WA 6027, Australia; UNESCO Centre for Membrane Science and Technology, School of Chemical Engineering, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Masoumeh Zargar
- School of Engineering, Edith Cowan University, Joondalup, WA, 6027, Australia.
| |
Collapse
|
2
|
Tong T, Liu X, Li T, Park S, Anger B. A Tale of Two Foulants: The Coupling of Organic Fouling and Mineral Scaling in Membrane Desalination. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:7129-7149. [PMID: 37104038 DOI: 10.1021/acs.est.3c00414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Membrane desalination that enables the harvesting of purified water from unconventional sources such as seawater, brackish groundwater, and wastewater has become indispensable to ensure sustainable freshwater supply in the context of a changing climate. However, the efficiency of membrane desalination is greatly constrained by organic fouling and mineral scaling. Although extensive studies have focused on understanding membrane fouling or scaling separately, organic foulants commonly coexist with inorganic scalants in the feedwaters of membrane desalination. Compared to individual fouling or scaling, combined fouling and scaling often exhibits different behaviors and is governed by foulant-scalant interactions, resembling more complex but practical scenarios than using feedwaters containing only organic foulants or inorganic scalants. In this critical review, we first summarize the performance of membrane desalination under combined fouling and scaling, involving mineral scales formed via both crystallization and polymerization. We then provide the state-of-the-art knowledge and characterization techniques pertaining to the molecular interactions between organic foulants and inorganic scalants, which alter the kinetics and thermodynamics of mineral nucleation as well as the deposition of mineral scales onto membrane surfaces. We further review the current efforts of mitigating combined fouling and scaling via membrane materials development and pretreatment. Finally, we provide prospects for future research needs that guide the design of more effective control strategies for combined fouling and scaling to improve the efficiency and resilience of membrane desalination for the treatment of feedwaters with complex compositions.
Collapse
Affiliation(s)
- Tiezheng Tong
- Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado 80523, United States
| | - Xitong Liu
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| | - Tianshu Li
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| | - Shinyun Park
- Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado 80523, United States
| | - Bridget Anger
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| |
Collapse
|
3
|
Hu Q, Yuan Y, Wu Z, Lu H, Li N, Zhang H. The effect of surficial function groups on the anti-fouling and anti-scaling performance of thin-film composite reverse osmosis membranes. J Memb Sci 2023. [DOI: 10.1016/j.memsci.2022.121276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
|
4
|
Effective Antiscaling Performance of ACTF/Nylon 6, 12 Nanofiltration Composite Membrane: Adsorption, Membrane Performance, and Antifouling Property. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022. [DOI: 10.1007/s13369-021-05969-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
5
|
Improving permeability and anti-fouling performance in reverse osmosis application of polyamide thin film nanocomposite membrane modified with functionalized carbon nanospheres. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2021.118828] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
6
|
Ravichandran SA, Hutfles J, Velasco J, Killgore J, Pellegrino J. Surface versus bulk CaCO3 crystals with ethylene vinyl alcohol co-polymers and polyamide thin-film composite membranes. Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2021.126473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
7
|
Mushtaq R, Abbas MA, Mushtaq S, Ahmad NM, Khan NA, Khan AU, Hong W, Sadiq R, Jiang Z. Antifouling and Flux Enhancement of Reverse Osmosis Membrane by Grafting Poly (3-Sulfopropyl Methacrylate) Brushes. MEMBRANES 2021; 11:213. [PMID: 33803777 PMCID: PMC8003146 DOI: 10.3390/membranes11030213] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/30/2020] [Accepted: 12/03/2020] [Indexed: 12/24/2022]
Abstract
A commercial thin film composite (TFC) polyamide (PA) reverse osmosis membrane was grafted with 3-sulfopropyl methacrylate potassium (SPMK) to produce PA-g-SPMK by atom transfer radical polymerization (ATRP). The grafting of PA was done at varied concentrations of SPMK, and its effect on the surface composition and morphology was studied by Fourier-Transform Infrared Spectroscopy (FTIR), Scanning Electron Microscopy (SEM), optical profilometry, and contact angle analysis. The grafting of hydrophilic ionically charged PSPMK polymer brushes having acrylate and sulfonate groups resulted in enhanced hydrophilicity rendering a reduction of contact angle from 58° of pristine membrane sample labeled as MH0 to 10° for a modified membrane sample labeled as MH3. Due to the increased hydrophilicity, the flux rate rises from 57.1 L m-2 h-1 to 71.2 L m-2 h-1, and 99% resistance against microbial adhesion (Escherichia coli and Staphylococcus aureus) was obtained for MH3 after modification.
Collapse
Affiliation(s)
- Reema Mushtaq
- Polymer Research Lab, School of Chemical and Material Engineering, NUST, H-12, Islamabad 44000, Pakistan; (R.M.); (M.A.A.); (S.M.)
| | - Muhammad Asad Abbas
- Polymer Research Lab, School of Chemical and Material Engineering, NUST, H-12, Islamabad 44000, Pakistan; (R.M.); (M.A.A.); (S.M.)
| | - Shehla Mushtaq
- Polymer Research Lab, School of Chemical and Material Engineering, NUST, H-12, Islamabad 44000, Pakistan; (R.M.); (M.A.A.); (S.M.)
| | - Nasir M. Ahmad
- Polymer Research Lab, School of Chemical and Material Engineering, NUST, H-12, Islamabad 44000, Pakistan; (R.M.); (M.A.A.); (S.M.)
| | - Niaz Ali Khan
- Key Laboratory for Green Chemical Technology of Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (W.H.); (Z.J.)
| | - Asad U. Khan
- Department of Chemical Engineering, COMSATS University Islamabad, Lahore Campus, Lahore 54000, Pakistan;
| | - Wu Hong
- Key Laboratory for Green Chemical Technology of Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (W.H.); (Z.J.)
| | - Rehan Sadiq
- School of Engineering, University of British Columbia (Okanagan), 3333 University Way, Kelowna, BC V1V 1V7, Canada;
| | - Zhongyi Jiang
- Key Laboratory for Green Chemical Technology of Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (W.H.); (Z.J.)
| |
Collapse
|
8
|
Thin film nanocomposite RO membranes: Review on fabrication techniques and impacts of nanofiller characteristics on membrane properties. Chem Eng Res Des 2021. [DOI: 10.1016/j.cherd.2020.10.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
9
|
Wang Y, Zhang H, Song C, Gao C, Zhu G. Effect of aminophend/formaldehyde resin polymeric nanospheres as nanofiller on polyamide thin film nanocomposite membranes for reverse osmosis application. J Memb Sci 2020. [DOI: 10.1016/j.memsci.2020.118496] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
|
10
|
Cruz-Silva R, Izu K, Maeda J, Saito S, Morelos-Gomez A, Aguilar C, Takizawa Y, Yamanaka A, Tejiima S, Fujisawa K, Takeuchi K, Hayashi T, Noguchi T, Isogai A, Endo M. Nanocomposite desalination membranes made of aromatic polyamide with cellulose nanofibers: synthesis, performance, and water diffusion study. NANOSCALE 2020; 12:19628-19637. [PMID: 32627791 DOI: 10.1039/d0nr02915g] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Reverse osmosis membranes of aromatic polyamide (PA) reinforced with a crystalline cellulose nanofiber (CNF) were synthesized and their desalination performance was studied. Comparison with plain PA membranes shows that the addition of CNF reduced the matrix mobility resulting in a molecularly stiffer membrane because of the attractive forces between the surface of the CNFs and the PA matrix. Fourier transform-infrared spectroscopy and X-ray photoelectron spectroscopy results showed complex formation between the carboxy groups of the CNF surface and the m- phenylenediamine monomer in the CNF-PA composite. Molecular dynamics simulations showed that the CNF-PA had higher hydrophilicity which was key for the higher water permeability of the synthesized nanocomposite membrane. The CNF-PA reverse osmosis nanocomposite membranes also showed enhanced antifouling performance and improved chlorine resistance. Therefore, CNF shows great potential as a nanoreinforcing material towards the preparation of nanocomposite aromatic PA membranes with longer operation lifetime due to its antifouling and chlorine resistance properties.
Collapse
Affiliation(s)
- Rodolfo Cruz-Silva
- Research Initiative for Supra-Materials, Faculty of Engineering, Shinshu University, 4-17-1 Wakasato, Nagano-city 380-8553, Japan.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
11
|
Su GM, Cordova IA, Wang C. New Insights into Water Treatment Materials with Chemically Sensitive Soft and Tender X-rays. ACTA ACUST UNITED AC 2020. [DOI: 10.1080/08940886.2020.1784695] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Gregory M. Su
- Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Isvar A. Cordova
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Cheng Wang
- Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| |
Collapse
|
12
|
Recent Advances in Applications of Carbon Nanotubes for Desalination: A Review. NANOMATERIALS 2020; 10:nano10061203. [PMID: 32575642 PMCID: PMC7353087 DOI: 10.3390/nano10061203] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 06/16/2020] [Accepted: 06/18/2020] [Indexed: 11/17/2022]
Abstract
As a sustainable, cost-effective and energy-efficient method, membranes are becoming a progressively vital technique to solve the problem of the scarcity of freshwater resources. With these critical advantages, carbon nanotubes (CNTs) have great potential for membrane desalination given their high aspect ratio, large surface area, high mechanical strength and chemical robustness. In recent years, the CNT membrane field has progressed enormously with applications in water desalination. The latest theoretical and experimental developments on the desalination of CNT membranes, including vertically aligned CNT (VACNT) membranes, composited CNT membranes, and their applications are timely and comprehensively reviewed in this manuscript. The mechanisms and effects of CNT membranes used in water desalination where they offer the advantages are also examined. Finally, a summary and outlook are further put forward on the scientific opportunities and major technological challenges in this field.
Collapse
|
13
|
Scaling Reduction in Carbon Nanotube-Immobilized Membrane during Membrane Distillation. WATER 2019. [DOI: 10.3390/w11122588] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Membrane distillation (MD) is fast evolving as a desalination technology for high-salinity waters where scaling remains a major challenge. This paper reports the scaling reduction in carbon nanotube-immobilized membranes (CNIMs) and by the use of the antiscalant polyacrylic acid. High concentrations of CaSO4, CaCO3, and BaSO4 were deliberately used to initiate scaling on the membranes. It was observed that after ten hours of operation in a highly scaling CaSO4 environment, the CNIM showed 127% higher flux than what was observed on a membrane without the CNTs. The trends were similar with CaCO3 and BaSO4, where the CNIM showed significantly improved antiscaling behavior. The normalized flux declination for CNIM was found to be 45%, 30%, and 53% lower compared to the pristine membrane with CaSO4, CaCO3, and BaSO4 solutions, respectively. The use of antiscalant in the feed solution was also found to be effective in improving antiscaling behavior, which reduced salt deposition up to 28%, and the water vapor flux was 100% and 18% higher for the pristine polypropylene and CNIM, respectively. Results also showed that the presence of CNTs facilitated the removal of deposited salts by washing, and the CNIM regained 97% of its initial water flux, whereas the polypropylene only regained 85% of the original value.
Collapse
|
14
|
Kitano H, Takeuchi K, Ortiz-Medina J, Cruz-Silva R, Morelos-Gomez A, Fujii M, Obata M, Yamanaka A, Tejima S, Fujishige M, Akuzawa N, Yamaguchi A, Endo M. Enhanced Antifouling Feed Spacer Made from a Carbon Nanotube-Polypropylene Nanocomposite. ACS OMEGA 2019; 4:15496-15503. [PMID: 31572850 PMCID: PMC6761618 DOI: 10.1021/acsomega.9b01757] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 08/28/2019] [Indexed: 06/10/2023]
Abstract
Spacers are widely used in membrane technologies to reduce fouling and concentration polarization. Fouling can start from the spacer surface and grow, thereby reducing flux, selectivity, and operation lifetime. Fluorescein isothiocyanate labeled bovine serum albumin was used for fouling studies and observed during cross-flow filtration operation for up to 144 h. Here, we mixed carbon nanotubes (CNTs) and polypropylene (PP) to make a spacer with better antifouling than plain PP spacers. The fouling process was observed by scanning electron microscopy and monitored in situ by fluorescence microscopy. Molecular dynamics simulations show that bovine serum albumin has a lower interaction energy with the nanocomposite CNTs/PP spacer than with the plain PP. The findings are relevant for the development of spacers to improve the operation lifetime of membranes in filtration technologies.
Collapse
Affiliation(s)
- Hiroki Kitano
- Kitagawa
Industries Co., Kasugai, Aichi 480-0303, Japan
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Kenji Takeuchi
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Josue Ortiz-Medina
- Facultad
de Ingeniería, Universidad Panamericana, Josemaría Escrivá
de Balaguer 101, Aguascalientes, Aguascalientes 20290, Mexico
| | - Rodolfo Cruz-Silva
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Aaron Morelos-Gomez
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Moeka Fujii
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Michiko Obata
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Ayaka Yamanaka
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
- Research
Organization for Information Science & Technology, 2-32-3, Kitashinagawa, Shinagawa-ku, Tokyo 140-0001, Japan
| | - Shogo Tejima
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
- Research
Organization for Information Science & Technology, 2-32-3, Kitashinagawa, Shinagawa-ku, Tokyo 140-0001, Japan
| | - Masatsugu Fujishige
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Noboru Akuzawa
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Akio Yamaguchi
- Kitagawa
Industries Co., Kasugai, Aichi 480-0303, Japan
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| | - Morinobu Endo
- Global Aqua Innovation Center and Research Initiative for Supra-Materials, Shinshu University, 4-17-1 Wakasato, Nagano 380-8553, Japan
| |
Collapse
|
15
|
Cruz-Silva R, Takizawa Y, Nakaruk A, Katouda M, Yamanaka A, Ortiz-Medina J, Morelos-Gomez A, Tejima S, Obata M, Takeuchi K, Noguchi T, Hayashi T, Terrones M, Endo M. New Insights in the Natural Organic Matter Fouling Mechanism of Polyamide and Nanocomposite Multiwalled Carbon Nanotubes-Polyamide Membranes. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:6255-6263. [PMID: 31074970 DOI: 10.1021/acs.est.8b07203] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Polyamide (PA) membranes comprise most of the reverse osmosis membranes currently used for desalination and water purification. However, their fouling mechanisms with natural organic matter (NOM) is still not completely understood. In this work, we studied three different types of PA membranes: a laboratory made PA, a commercial PA, and a multiwalled carbon nanotube (CNT-PA nanocomposite membrane during cross-flow measurements by NaCl solutions including NOM, humic acid (HA), or alginate, respectively). Molecular dynamic simulations were also used to understand the fouling process of NOM down to its molecular scale. Low molecular weight humic acid binds to the surface cavities on the PA structures that leads to irreversible adsorption induced by the high surface roughness. In addition, the larger alginate molecules show a different mechanism, due to their larger size and their ability to change shape from the globule type to the uncoiled state. Specifically, alginate molecules either bind through Ca2+ bridges or they uncoil and spread on the surface. This work shows that carbon nanotubes can help to decrease roughness and polymer mobility on the surfaces of the membranes at the molecular scale, which represents a novel method to design antifouling membranes.
Collapse
Affiliation(s)
- Rodolfo Cruz-Silva
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Yoshihiro Takizawa
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Auppatham Nakaruk
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Michio Katouda
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Research Organization for Information Science & Technology , 2-32-3, Kitashinagawa , Shinagawa-ku , Tokyo 140-0001 , Japan
| | - Ayaka Yamanaka
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Research Organization for Information Science & Technology , 2-32-3, Kitashinagawa , Shinagawa-ku , Tokyo 140-0001 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Josue Ortiz-Medina
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Aaron Morelos-Gomez
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Syogo Tejima
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Research Organization for Information Science & Technology , 2-32-3, Kitashinagawa , Shinagawa-ku , Tokyo 140-0001 , Japan
| | - Michiko Obata
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Kenji Takeuchi
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Toru Noguchi
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Takuya Hayashi
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Mauricio Terrones
- Department of Physics, Department of Materials Science and Engineering, and Department of Chemistry . The Pennsylvania State University , University Park , Pennsylvania 16802 , United States
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| | - Morinobu Endo
- Global Aqua Innovation Center , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
- Institute of Carbon Science and Technology , Shinshu University , 4-17-1 Wakasato , Nagano 380-8553 , Japan
| |
Collapse
|