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Multiscale simulation of reverse osmosis carbon nanotube-polyamide nanocomposite membranes

Research Project

Project/Area Number 19K12001
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 60100:Computational science-related
Research InstitutionShinshu University

Principal Investigator

Cruz Rodolfo  信州大学, 先鋭材料研究所, 特任教授 (30597878)

Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Discontinued (Fiscal Year 2022)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2021: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
KeywordsReverse osmosis / desalination / nanocomposite membranes / diffusion / molecular dynamics / Molecular dynamics / polymerization / water diffusion / hydration / polymer network / computational physics / reverse osmosis membrane / nanotubes / Computational physics
Outline of Research at the Start

In this project we will study the water difussion in nanocomposite membranes of polyamide and carbon nanotubes, and will make emphasis on two points: scalability and the use of molecular dynamics derived thermodynamic properties. We will also use the charge equilibration method and expand the molecular dynamics methods to carry out an empiric stochastic diffusion analysis. We will implement recent technological innovations in molecular dynamics, such as GPU-based computers, implementation of parallel processing, and new tools based in artificial intelligence and machine learning.

Outline of Annual Research Achievements

We published a paper in a high-impact factor journal (Nanocomposite desalination membranes made of aromatic polyamide with cellulose nanofibers: synthesis, performance, and water diffusion study, Nanoscale 2020) and presented results in several meetings: "Study of Water Diffusion across Nanocomposite Reverse Osmosis Membranes: A Combined Molecular Dynamics and Kinetic Monte Carlo Approach", 2019 Materials Research Society Fall Meeting; "Nanocomposite reverse osmosis membranes with carbon nanotubes: Experimental and theoretical studies", 2019 Asian Water Reuse Symposium; "Synthesis and Characterization of Cellulose Nanofiber Reinforced Aromatic Polyamide Membranes", 2020 Virtual MRS Spring/Fall Meeting & Exhibit, Boston USA; and " Quasi-2D Polyamides Reinforced with 1D Nanotubes and Nanofibers for Novel Desalination Membranes", 2021 MRS Fall Meeting.

Report

(4 results)
  • 2022 Annual Research Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (5 results)

All 2022 2020 2019

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 1 results) Presentation (3 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Journal Article] Antifouling performance of spiral wound type module made of carbon nanotubes/polyamide composite RO membrane for seawater desalination2022

    • Author(s)
      Fajardo-Diaz Juan L.、Morelos-Gomez Aaron、Cruz-Silva Rodolfo、Matsumoto Akito、Ueno Yutaka、Takeuchi Norihiro、Kitamura Kotaro、Miyakawa Hiroki、Tejima Syogo、Takeuchi Kenji、Tsuzuki Koichi、Endo Morinobu
    • Journal Title

      Desalination

      Volume: 523 Pages: 115445-115445

    • DOI

      10.1016/j.desal.2021.115445

    • Related Report
      2021 Research-status Report
  • [Journal Article] Nanocomposite desalination membranes made of aromatic polyamide with cellulose nanofibers: synthesis, performance, and water diffusion study2020

    • Author(s)
      Rodolfo Cruz-Silva, Kazuo Izu , Jun Maeda, Shigeru Saito, Aaron Morelos-Gomez, Celia Aguilar, Yoshihiro Takizawa, Ayaka Yamanaka, Syogo Tejiima, Kazunori Fujisawa, Kenji Takeuchi, Takuya Hayashi, Toru Noguchi, Akira Isogai, Morinobu Endo
    • Journal Title

      Nanoscale

      Volume: 38 Issue: 38 Pages: 19628-19637

    • DOI

      10.1039/d0nr02915g

    • Related Report
      2022 Annual Research Report 2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Synthesis and Characterization of Cellulose Nanofiber Reinforced Aromatic Polyamide Membranes2020

    • Author(s)
      Rodolfo Cruz-Silva, Kazuo Izu, Jun Maeda, Shigeru Saito, Aaron Morelos-Gomez, Celia Aguilar, Yoshihiro Takizawa, Yamanaka Ayaka, Syogo Tejima, Kazunori Fujisawa, Kenji Takeuchi, Takuya Hayashi, Toru Noguchi, Akira Isogai, Morinobu Endo
    • Organizer
      2020 Virtual MRS Spring/Fall Meeting & Exhibit, Boston USA
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Nanocomposite reverse osmosis membranes with carbon nanotubes: Experimental and theoretical studies2019

    • Author(s)
      Rodolfo Cruz-Silva
    • Organizer
      Asian Water Reuse Symposium
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] Study of Water Diffusion across Nanocomposite Reverse Osmosis Membranes: A Combined Molecular Dynamics and Kinetic Monte Carlo Approach2019

    • Author(s)
      Rodolfo Cruz-Silva
    • Organizer
      2019 Materials Research Society Fall Meeting
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research

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Published: 2019-04-18   Modified: 2023-12-25  

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