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Updated: Jan 20, 2026
Response Surface Methodology
Highly Efficient Recovery of Vanadium and Chromium: Optimized by Response Surface Methodology
Hao Peng1, Feng Wang1, Gang Li1
1Chongqing Key Laboratory of Inorganic Special Functional Materials, College of Chemistry and Chemical Engineering, Yangtze Normal University, Fuling, Chongqing 408100, P. R. China.
This study optimized vanadium and chromium leaching using response surface methodology. High leaching efficiencies of 98.60% for vanadium and 79.82% for chromium were achieved by optimizing key processing parameters.
Area of Science:
- Metallurgical Engineering
- Chemical Engineering
- Environmental Science
Background:
- Industrial waste contains valuable metals like vanadium and chromium.
- Efficiently leaching these metals is crucial for resource recovery and environmental protection.
- Optimization of leaching parameters is necessary to maximize metal recovery.
Purpose of the Study:
- To optimize the processing parameters for leaching vanadium and chromium.
- To determine the significant factors affecting the leaching efficiency of vanadium and chromium.
- To achieve high recovery rates for both metals.
Main Methods:
- Response surface methodology (RSM) was employed for optimization.
- Key parameters investigated: NaOH dosage, H2O2 dosage, temperature, liquid-to-solid ratio, stirring rate, and reaction time.
- Statistical analysis was used to identify significant parameters.
Main Results:
- Vanadium leaching was significantly influenced by NaOH and H2O2 dosage.
- Chromium leaching efficiency was most affected by H2O2 dosage, followed by temperature, NaOH dosage, reaction time, stirring rate, and liquid-to-solid ratio.
- Achieved leaching efficiencies of 98.60% for vanadium and 79.82% for chromium.
Conclusions:
- The study successfully optimized the leaching process for vanadium and chromium.
- RSM is an effective tool for optimizing hydrometallurgical processes.
- High recovery rates demonstrate the potential for industrial application in metal recycling.
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