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Updated: Jun 18, 2026

Reverse Microemulsion-mediated Synthesis of Monometallic and Bimetallic Early Transition Metal Carbide and Nitride Nanoparticles
Published on: November 27, 2015
Strategic Mass Optimization of MnO2 Nanostructures Synthesized via Coprecipitation: A Response Surface Methodology
Hadush Asgedom Girmay1, Yujeong Choi2, Jai Hong2
1Department of Applied Chemistry, College of Applied Natural Science, Adama Science and Technology University, P.O. Box 1888, Adama, Ethiopia.
Abstract:
Manganese oxide (MnO2) nanostructures (NSs) were synthesized via a coprecipitation method using MnCl2·4H2O and KMnO4 precursors. The effects of precursor concentration, calcination temperature, and reaction time were systematically optimized using Response Surface Methodology (RSM) based on a Box-Behnken design (BBD). Analysis of variance (ANOVA) identified calcination temperature and reaction time as a key factor governing the electrochemical response. Structural characterization (XRD and FTIR) confirmed the formation of ε-MnO2 (akhtenskite) as the dominant phase, while SEM and EDX verified the morphology and elemental composition. BET analysis revealed a high surface area for the optimized TB2 sample (ε-MnO2, 156.82 m2 g-1). Electrochemical measurements (CV, GCD, and EIS) demonstrated superior performance for the optimized TB2 electrode, synthesized with 2 g KMnO4, and calcined at 200 °C for 3 h. It delivered a specific capacitance of 113.996 F/g at 10 mV s-1 and an areal capacitance of 317.84 mF cm-2 at 0.5 A g-1. A maximum energy density of 2.4 W h kg-1 (11.04 mW h cm-2) was achieved at a power density of 372.40 W kg-1 (1787.5 mW cm-2). After 200 cycles, it retained 78.3% capacitance retention and 112% Coulombic efficiency were maintained, highlighting the potential of ε-MnO2 NSs for advanced energy storage applications.
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Related Concept Videos
Response Surface Methodology
The process of RSM involves several key steps:
Methods of Medium Optimization