Abstract

Since the advent of thin-film composite polyamide membranes brought forth a breakthrough in desalination and water purification membranes nearly half a century ago, recent years have only witnessed marginal improvements in the water-salt selectivity of these membranes. The slow progression is partly attributable to limited understanding of membrane synthesis–structure–performance relationships. A centralized archive of reverse osmosis membrane (RO) characterization data may lead to a shared understanding of features that maximize RO performance and unify research efforts. The Open Membrane Database (OMD), which can be found at www.openmembranedatabase.org, is a growing database of over 600 water purification and desalination membranes that are sourced from peer-reviewed journals, patents, and commercial product data. Here, we outline the detailed functionality of the database, the transport theory underlying the membrane performance calculations, and best practices for membrane performance testing and reporting. The user-sourced, open-access database may be used to benchmark novel RO membranes against the state of the art, conduct meta-analyses, and develop synthesis–structure–performance relationships, each of which will be critical to advancing membrane development.

Highlights

  • Securing equitable access to safe drinking water around the globe remains one of the most daunting challenges of this century [1]

  • This period of exploration led to the development of thin-film composite (TFC) membranes made from fully aromatic crosslinked polyamide, which remain the state of the art to this day [9]

  • The application of advanced statistical techniques and machine learning for knowledge discovery have gained interest in recent years, with particular uses aimed at databases containing immense storage of raw data [79]

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Summary

Introduction

Securing equitable access to safe drinking water around the globe remains one of the most daunting challenges of this century [1]. The following 30 years witnessed an evolution in seawater RO as new membrane mate­ rials and fabrication techniques emerged This period of exploration led to the development of thin-film composite (TFC) membranes made from fully aromatic crosslinked polyamide, which remain the state of the art to this day [9]. The membrane community has leaned on these periodically published permeability-selectivity trade-off curves to direct innovation This feedback loop has provided important guidance to the field. The user-sourced open-access database offers a transparent platform to benchmark novel membranes, conduct meta-analyses, and develop synthesis–structure–performance relation­ ships with uniform reporting. Such a database elicits substantial promise for advancing the development of desalination and water purification membranes

Data origins and constraints
Collected membrane and testing information
Calculating A and B coefficients
Database content and functionalities
User access and data processing interface
Findings
Conclusion and outlook
Full Text
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