Molecular Dynamics Simulation for Membrane Distillation: A Machine Learning Approach

1. Introduction

Meeting national sustainability goals requires a deeper understanding of membrane distillation within steel rolling mills. A test rig replicating conditions in steel rolling mills was instrumented and monitored throughout the campaign. Only 5 of the candidate configurations satisfied every performance requirement. Wider deployment will require attention to standardization, training, and quality control.

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2. Materials and Methods

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3. Results and Discussion

Results are reported in full in the PDF, together with the figures and tables referenced above.

4. Conclusion

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