Experimental Data on Wastewater Composition and Membrane Fouling in Resource Recovery

Hao-Ran Yang's 2026 study provides data and analysis on the impact of synthetic wastewater formulations on fouling mechanisms in bipolar membrane electrodialysis. The 3.1 MB dataset includes text and spreadsheet files, highlighting multi-component interactions critical for industrial implementation. It was last updated on April 11,我们发现了一个错误，请忽略我之前的回复。我将重新生成正确的回答。

Use Cases

• Modeling membrane fouling mechanisms based on multi-component wastewater interactions described in the study
• Assessing economic viability of resource recovery technologies based on experimental data
• Benchmarking lab-scale experimental designs against real-world wastewater constituents
• Training models to predict fouling behavior from precise wastewater constituent identification

Strengths

• Data is associated with a peer-reviewed study explicitly addressing a critical research flaw
• Includes multiple file formats (TXT, XLSX, CIF) for varied analysis approaches
• Released under a permissive CC-BY-4.0 license for reuse

Limitations

• Row count and column-level documentation are absent; field semantics must be inferred after download
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

Hao-Ran Yang via figshare

Collection Method

Likely contains experimental data from a study on bipolar membrane electrodialysis

Time Range

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Freshness

Last updated 2026-04-11 07:00:54; freshness should be verified

Geography

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