Explicit prediction models for brackish water electrodialysis desalination plants: Energy consumption and membrane area

•An automatic regression model development strategy is presented.•A global sensitivity analysis was carried out for electrodialysis desalination plant model.•Regression models for electrodialysis membrane area and energy consumption were developed.•Residual analysis was carried out to analyze the de...

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