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A comparison of central composite design and Taguchi method for optimizing Fenton process.
Anam Asghar1, Abdul Aziz Abdul Raman1, Wan Mohd Ashri Wan Daud1
1Chemical Engineering Department, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia.
The Taguchi method, requiring fewer experiments, is a suitable alternative to central composite design (CCD) for optimizing Fenton oxidation processes. It effectively identifies key operating parameters like pH for dye decolorization and chemical oxygen demand (COD) removal.
Area of Science:
- Environmental Chemistry
- Chemical Engineering
Background:
- Fenton oxidation is a critical process for treating industrial wastewater.
- Optimizing reaction parameters is essential for efficient dye decolorization and chemical oxygen demand (COD) removal.
Purpose of the Study:
- To compare the efficacy of Central Composite Design (CCD) and the Taguchi method for optimizing Fenton oxidation.
- To identify the most significant operating parameters influencing dye decolorization and COD removal.
Main Methods:
- Experimental design using L9 orthogonal array (Taguchi method) and face-centered CCD.
- Analysis of control variables: initial dye concentration, Dye:Fe(+2), H2O2:Fe(+2), and pH.
- Evaluation of responses: COD and decolorization efficiency.
Main Results:
- Both CCD and Taguchi methods showed statistically significant models with high R-squared values (0.97 and 0.95, respectively).
- Optimal conditions yielded 99% decolorization and 80% COD removal.
- The Taguchi method identified pH as the most significant factor (87.62% contribution).
Conclusions:
- The Taguchi method is a cost-effective and efficient alternative to CCD for optimizing chemical engineering processes.
- Taguchi method's ability to rank input variables simplifies process optimization.
- pH is the dominant factor in achieving high decolorization and COD removal in Fenton oxidation.
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