<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    anp
   </journal-id>
   <journal-title-group>
    <journal-title>
     Advances in Nanoparticles
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2169-0510
   </issn>
   <issn publication-format="print">
    2169-0529
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/anp.2025.142003
   </article-id>
   <article-id pub-id-type="publisher-id">
    anp-141071
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Biomedical 
     </subject>
     <subject>
       Life Sciences, Chemistry 
     </subject>
     <subject>
       Materials Science, Engineering
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Prevailing Surface-Controlled Charge Storage Mechanism in Iron Oxcide with Glycine Doping for Supercapacitors
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Abubaker
      </surname>
      <given-names>
       Aslam
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Muhammad
      </surname>
      <given-names>
       Yousaf
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Zeeshan
      </surname>
      <given-names>
       Ahmad
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Farrukh Saleem
      </surname>
      <given-names>
       Raza
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Khalilur-Rahman
      </surname>
      <given-names></given-names>
     </name> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Muhammad Awais
      </surname>
      <given-names>
       Shahid
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff5"> 
      <sup>5</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Muhammad
      </surname>
      <given-names>
       Sarwar
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff6"> 
      <sup>6</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Muhammad Nazim
      </surname>
      <given-names>
       Hussain
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aDepartment of Physics, Government College University Faisalabad, Faisalabad, Pakistan
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Physics, University of Agriculture Faisalabad, Faisalabad, Pakistan
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aDepartment of Physics, University of Punjab Lahore, Lahore, Pakistan
    </addr-line> 
   </aff> 
   <aff id="aff4">
    <addr-line>
     aDepartment of Physics, Superior University Lahore, Lahore, Pakistan
    </addr-line> 
   </aff> 
   <aff id="aff5">
    <addr-line>
     aDepartment of Physics, University of Lahore, Lahore, Pakistan
    </addr-line> 
   </aff> 
   <aff id="aff6">
    <addr-line>
     aDepartment of Physics, University of Sialkot, Sialkot, Pakistan
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     07
    </day> 
    <month>
     03
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    14
   </volume> 
   <issue>
    02
   </issue>
   <fpage>
    37
   </fpage>
   <lpage>
    54
   </lpage>
   <history>
    <date date-type="received">
     <day>
      6,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      4,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      4,
     </day>
     <month>
      March
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    Supercapacitors as futuristic types of energy storage devices provide numerous benefits, including high power density, stability, environmentally friendliness, and fast charging and discharging speed. The primary objective of this research is to optimize the charge storage mechanism of Iron Oxcide (Fe
    <sub>3</sub>O
    <sub>4</sub>) nanomaterials with different PVP and glycine concentrations prepared by the sol-gel method. PVP and glycine doping variations the structural characteristics of materials, including modifications in lattice parameters, crystallite size. PVP doping enhances the structural stability and crystallite size of Fe
    <sub>3</sub>O
    <sub>4</sub>, resulting in bigger nanoparticles with a more continuous shape. In contrast, glycine doping dramatically alters the XRD pattern, indicating improved crystallinity, and significantly boosts electrochemical performance. SEM images show the spherical like shape of the pristine and doped Fe
    <sub>3</sub>O
    <sub>4</sub> nanomaterials. Electrochemical characteristics demonstrate how PYP and glycine doping improve the Fe
    <sub>3</sub>O
    <sub>4</sub> nanomaterial’s effectiveness as an electrode material for supercapacitors. When glycine is doped in Fe
    <sub>3</sub>O
    <sub>4</sub>, the specific capacitance rises to 300 Fg
    <sup>−</sup>
    <sup>1</sup>, while undoped Fe
    <sub>3</sub>O
    <sub>4</sub> has 94 Fg
    <sup>−</sup>
    <sup>1</sup> at a weep rate of 5 mVs
    <sup>−</sup>
    <sup>1</sup>. Theoretical analyses by employing Dunn’s model indicate that surface-controlled mechanisms majorly contributed to the charge storage and portion is as high as 75 % at a sweep rate of 40 mVs
    <sup>−</sup>
    <sup>1</sup> for glycine doping.
   </abstract>
   <kwd-group> 
    <kwd>
     Iron Oxcide
    </kwd> 
    <kwd>
      PVP and Glycine
    </kwd> 
    <kwd>
      Sol-Gel Method
    </kwd> 
    <kwd>
      Surface Controlled Mechanism
    </kwd> 
    <kwd>
      Supercapacitor
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>As the global demand for energy continues to rise, the need for efficient, cost-effective, and sustainable energy storage technologies has never been greater <xref ref-type="bibr" rid="scirp.141071-1">
     [1]
    </xref>. Supercapacitors, with their high power density, fast charge/discharge rates, excellent cycling stability, and low maintenance cost, have emerged as promising candidates for next-generation power devices, complementing traditional energy storage systems like batteries <xref ref-type="bibr" rid="scirp.141071-1">
     [1]
    </xref>. However, one of the major challenges for supercapacitors is their relatively low energy density, which is typically an order of magnitude lower than that of batteries <xref ref-type="bibr" rid="scirp.141071-2">
     [2]
    </xref>. The development of new electrode materials with enhanced energy density, without sacrificing power density or cycle life, is essential for advancing supercapacitor performance <xref ref-type="bibr" rid="scirp.141071-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.141071-4">
     [4]
    </xref>.</p>
   <p>Transition metal oxides (TMOs) have gained significant attention in recent years as potential electrode materials for supercapacitors due to their pseudocapacitive behavior and the ability to store energy via faradic redox reactions <xref ref-type="bibr" rid="scirp.141071-5">
     [5]
    </xref>-<xref ref-type="bibr" rid="scirp.141071-7">
     [7]
    </xref>. Iron oxide (FeₓOᵧ) nanoparticles, in particular, are highly promising because of their environmental friendliness, low cost, and abundance, which make them attractive for large-scale applications <xref ref-type="bibr" rid="scirp.141071-7">
     [7]
    </xref> <xref ref-type="bibr" rid="scirp.141071-8">
     [8]
    </xref>. However, while iron oxide (Fe<sub>3</sub>O<sub>4</sub>) exhibits excellent stability and conductivity, its low capacitance and poor electron conductivity at high current densities limit its practical applications in supercapacitors <xref ref-type="bibr" rid="scirp.141071-9">
     [9]
    </xref>-<xref ref-type="bibr" rid="scirp.141071-11">
     [11]
    </xref>.</p>
   <p>To overcome these challenges, polymer doping has been explored as an effective strategy for improving the electrochemical properties of iron oxide nanoparticles <xref ref-type="bibr" rid="scirp.141071-12">
     [12]
    </xref> <xref ref-type="bibr" rid="scirp.141071-13">
     [13]
    </xref>. For instance, Polyvinylpyrrolidone (PVP) has been used to enhance the structural integrity and stability of iron oxide nanoparticles, thereby improving the electrochemical performance <xref ref-type="bibr" rid="scirp.141071-14">
     [14]
    </xref>-<xref ref-type="bibr" rid="scirp.141071-16">
     [16]
    </xref>. Additionally, glycine doping has been investigated as another approach to enhance the electrochemical characteristics of iron oxide by modifying its surface properties and increasing the available active sites for charge storage <xref ref-type="bibr" rid="scirp.141071-17">
     [17]
    </xref> <xref ref-type="bibr" rid="scirp.141071-18">
     [18]
    </xref>. Eeu et al. <xref ref-type="bibr" rid="scirp.141071-19">
     [19]
    </xref> synthesized electrodeposited PPy/reduced graphene oxide (rGO)/iron oxide (Fe<sub>2</sub>O<sub>3</sub>) using a facile one-pot chronoamperometry approach. The specific capacitances are 125.7 and 102.2 Fg<sup>−</sup><sup>1</sup> after 200 cycles at 50 mVs<sup>−</sup><sup>1</sup> scan rate in 1.0 M of KCl electrolyte with capacitive retention at 80.3%. Devi et al. <xref ref-type="bibr" rid="scirp.141071-20">
     [20]
    </xref> investigated Fe<sub>3</sub>O<sub>4</sub>/rGO nanocomposite by chemical reduction method and achieved a maximum specific capacitance 416 Fg<sup>−</sup><sup>1</sup> at 5 mVs<sup>−</sup><sup>1</sup> with 1 M H<sub>2</sub>SO<sub>4</sub> as electrolyte. Bhattacharya et al. <xref ref-type="bibr" rid="scirp.141071-21">
     [21]
    </xref> synthesized Fe<sub>3</sub>O<sub>4</sub>/rGO nanocomposite using a facile combination of wetchemistry and low-power sonication and exhibited a high specific capacitance of 576 Fg<sup>−</sup><sup>1</sup> at 10 mVs<sup>−</sup><sup>1</sup>. Sagolsem et al. <xref ref-type="bibr" rid="scirp.141071-22">
     [22]
    </xref> Fe<sub>3</sub>O<sub>4</sub>/rGO/PVP nanocomposite films with different concentrations of Fe<sub>3</sub>O<sub>4</sub> were prepared by electrospinning spray process. The minimum value of Ecorr and Icorr was 0.18 V and 4.76 l V, maximum specific capacitances were achieved at 104.12, 169.63 and 124 Fg<sup>−</sup><sup>1</sup> at a current density of 5 Ag<sup>−</sup><sup>1</sup>.</p>
   <p>In this study, we present the synthesis of iron oxide (Fe<sub>3</sub>O<sub>4</sub> nanoparticles doped with PVP and glycine using the sol-gel method. We aim to investigate how the incorporation of these polymers affects the morphology, crystallinity, and electrochemical performance of the iron oxide nanoparticles. The synthesized nanomaterials were characterized using various techniques, including X-ray diffraction (XRD), scanning electron microscopy (SEM), Fourier-transform infrared (FTIR) spectroscopy, and cyclic voltammetry (CV). The electrochemical properties of the doped and undoped iron oxide nanoparticles were evaluated to assess their potential for supercapacitor applications.</p>
   <p>The results show that the doping of PVP and glycine not only enhances the structural stability and surface area of iron oxide but also improves its charge storage capacity, particularly in glycine-doped iron oxide, which exhibits a significantly higher specific capacitance compared to the undoped material. These findings provide insights into the potential of polymer-doped iron oxide nanomaterials for high-performance supercapacitors and contribute to the ongoing development of advanced materials for energy storage applications <xref ref-type="bibr" rid="scirp.141071-23">
     [23]
    </xref>-<xref ref-type="bibr" rid="scirp.141071-26">
     [26]
    </xref>.</p>
  </sec><sec id="s2">
   <title>2. Materials</title>
   <p>All of the starting raw materials, including FeCl<sub>3</sub>∙6H<sub>2</sub>O [FeCl<sub>3</sub>∙6H<sub>2</sub>O ≥ 98%, Sigma Aldrich], FeCl<sub>2</sub>∙4H<sub>2</sub>O [FeCl<sub>2</sub>.4H<sub>2</sub>O = 98%, Sigma Aldrich, PVP [powder, average M<sub>w</sub> ~55,000 Sigma Aldrich], glycine [≥98.5%, suitable for cell culture, non-animal source, meets EP, JP, USP testing specifications], NaOH and DI-Water used for the preparation ma MNPs.</p>
   <p>Synthesis</p>
   <p>The iron oxide nanoparticles were prepared by using Sol gel method. The ferric chloride hexahydrate (FeCl<sub>3</sub>∙6H<sub>2</sub>O) 1 g and ferrous chloride tetrahydrate (FeCl<sub>2</sub>∙4H<sub>2</sub>O) 2.2 g were added into deionized water (100 mL). The stirring with the help of magnetic stirrer continued until the iron salt completely dissolved in deionized (DI) water. A specific amount of PVP (50 mL) and glycine (50 mL) is added to the original solution for doping. After that, the temperature was raised on a hot plate up to 75˚C by adding the sodium hydroxide (NaOH 4 g in 10 mL of DI water) solution drop wise in given solution to check the pH (7 - 9) of the solution. After maintaining the pH of samples, for 2:30 hours. The temperature is maintained at 75 ˚C, in this process solution starts changing into gel form. After passing time gel begins to burn slowly, this was an indication of formation of particles successfully. After that the sample is dried properly in Oven for 3 hrs at 90˚C. The dried sample is then converted into fine powder with help of mortar and pestle which is later annealed by furnace at 300˚C to get final sample. Final Samples are ready for characterizations (Schematic <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>).</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>Figure 1. Characterization of the final samples.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId14.jpeg?20250310083320" />
   </fig>
   <p>Characterization Tool</p>
   <p>Various characterization techniques have been used to investigate the properties of synthesized nanomaterials. Structural properties were determined using X-ray diffraction (XRD) with Cu Kα radiation (λ = 0.154 nm). Functional groups were identified by Fourier Transform Infrared Spectroscopy (FTIR) using a Cary 630 spectrophotometer. The optical characteristics of prepared nanomaterials were evaluated by employing a UV–Vis spectrometer (T80). Morphological analysis was performed using scanning electron microscopy (SEM) using a FEI Nova NanoSEM 450.</p>
   <p>Working Electrode Fabricated</p>
   <p>A working electrode was prepared by mixing graphite, polyvinyl alcohol (binder), and synthetic materials (Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, glycine/Fe<sub>3</sub>O<sub>4</sub>) at a ratio of 10:10:80% by weight, respectively. This mixture was then precipitated onto nickel foam. Electrochemical analysis of the fabricated working electrodes was performed in a three-electrode system using 1M KOH electrolyte solution. A platinum (Pt) counter electrode and a Hg/HgO reference electrode were used together with the working electrode, and both were connected to a CS310 workstation.</p>
  </sec><sec id="s3">
   <title>3. Results and Discussion</title>
   <p>XRD is a method for analyzing the structure of generated nanomaterials. The XRD analysis of both pristine and polymer doped Fe<sub>3</sub>O<sub>4</sub> are presented in (<xref ref-type="fig" rid="fig2(a)">
     Figure 2(a)
    </xref>). The XRD verifies the rhombohedral structure of iron oxide powder and the generation of single phase Fe<sub>3</sub>O<sub>4</sub>, which matches the JCPDS card 65 - 3107. The four diffraction peaks are observed at positions 28.94˚, 31.68˚, 45.40˚ and 56.55˚, which correspond to the (220), (311), (411), and (511) planes, respectively <xref ref-type="bibr" rid="scirp.141071-27">
     [27]
    </xref>. PVP and glycine showed a slight shift as the dopant caused the pristine, but in case of glycine, there is completely shifted at the position of 28.94˚ other ones. In comparison to naked Fe<sub>3</sub>O<sub>4</sub> NPs, the polymer doping has also demonstrated impacts on the structural characteristics that differed <xref ref-type="bibr" rid="scirp.141071-28">
     [28]
    </xref>.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. (a) XRD pattern of synthesized Fe<sub>3</sub>O<sub>4</sub> and PVP/glycine doped Fe<sub>3</sub>O<sub>4</sub> nanomaterials. SEM micrographs and corresponding histograms of (b) Fe<sub>3</sub>O<sub>4</sub>, (c) PVP/Fe<sub>3</sub>O<sub>4</sub>, and (d) Glycine/Fe<sub>3</sub>O<sub>4</sub> nanomaterials (h) FTIR spectra of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, and glycine/Fe<sub>3</sub>O<sub>4</sub> nanocomposite materials (i) UV-V is absorption spectrums of synthesized materials.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId15.jpeg?20250310083321" />
   </fig>
   <p>The average crystal size is determined using Debye-Scherrer’s technique, which adheres to Equation (1) <xref ref-type="bibr" rid="scirp.141071-29">
     [29]
    </xref>.</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        D 
      </mi> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <mi>
          k 
        </mi> 
        <mi>
          λ 
        </mi> 
       </mrow> 
       <mrow> 
        <mi>
          β 
        </mi> 
        <mtext>
          cosθ 
        </mtext> 
       </mrow> 
      </mfrac> 
     </mrow> 
    </math> (1)</p>
   <p>In this equation where D is crystallite size, k is shape crystal which value is 0.9, shows the wavelength which vale is 1.54 Å, β is FWHM and θ is Bragg’s angle. The crystal size of pristine is 12.05 nm, while polymer-doped iron oxide NPs crystallite size is enhanced shown in Table 1. So, this might be attributed to the fact that glycine has the largest crystallite size among the dopants <xref ref-type="bibr" rid="scirp.141071-30">
     [30]
    </xref> <xref ref-type="bibr" rid="scirp.141071-31">
     [31]
    </xref>.</p>
   <p>Utilizing a scanning electron microscope, one may examine the grain size and morphology of the nanomaterials. The low and high magnification micrographs of Fe<sub>3</sub>O<sub>4</sub> nanoparticles shown in <xref ref-type="fig" rid="figFigures 2(b)-(d)">
     Figures 2(b)-(d)
    </xref> show spherical grains with an average size of 53.16 ± 6.637 nm and a 0.01 is the monodisperse index (PDI) value.</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.141071-"></xref>Table 1. Comparison of the crystallite size doped and undoped Iron Oxcide.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="acenter" width="33.33%"><p style="text-align:center">Sr.No.</p></td> 
      <td class="acenter" width="33.33%"><p style="text-align:center">Material</p></td> 
      <td class="acenter" width="33.34%"><p style="text-align:center">Average Size (nm)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="33.33%"><p style="text-align:center">1</p></td> 
      <td class="custom-top-td acenter" width="33.33%"><p style="text-align:center">Iron Oxcide</p></td> 
      <td class="custom-top-td acenter" width="33.34%"><p style="text-align:center">12.05</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="33.33%"><p style="text-align:center">2</p></td> 
      <td class="acenter" width="33.33%"><p style="text-align:center">PVP/Iron Oxcide</p></td> 
      <td class="acenter" width="33.34%"><p style="text-align:center">22.89</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="33.33%"><p style="text-align:center">3</p></td> 
      <td class="acenter" width="33.33%"><p style="text-align:center">Glycine/Iron Oxcide</p></td> 
      <td class="acenter" width="33.34%"><p style="text-align:center">23.68</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>A PDI value below 0.1 suggests that the produced NPs are monodispersed <xref ref-type="bibr" rid="scirp.141071-32">
     [32]
    </xref>. <xref ref-type="fig" rid="fig2(e)">
     Figure 2(e)
    </xref> histogram demonstrates that the bare Fe<sub>3</sub>O<sub>4</sub> particles are inside the nano-regime and have a great narrow distribution. When compared to pure Fe<sub>3</sub>O<sub>4</sub>, the shape of the nanoparticles in PVP/Fe<sub>3</sub>O<sub>4</sub> composites varies very little. Spherical particles are visible in the SEM micrographs (<xref ref-type="fig" rid="fig2(c)">
     Figure 2(c)
    </xref>). Nevertheless, the grain size has a tighter size distribution (PDI = 0.03) and is marginally on the upper side, measuring 54.39 ± 9.972 nm. The hybrid form of Fe<sub>3</sub>O<sub>4</sub> with PVP is responsible for the increase in particle size because it can encourage the attachment of additional atoms to the particles during the development phase <xref ref-type="bibr" rid="scirp.141071-33">
     [33]
    </xref>. <xref ref-type="fig" rid="fig2(d)">
     Figure 2(d)
    </xref> displays a mixture of glycine and Fe<sub>3</sub>O<sub>4</sub>, with a spherical particle shape and an average size of 48.93 ± 8.575 nm. This demonstrates that PVP plays a specific function in the NPs development process, while glycine may simply be combined with Fe<sub>3</sub>O<sub>4</sub> without significantly altering the nanomaterials shape.</p>
   <p>FTIR spectra of synthesized materials are determined in the range of 500 - 4000 cm<sup>−</sup><sup>1</sup> as shown in (<xref ref-type="fig" rid="fig2(h)">
     Figure 2(h)
    </xref>) highlights the comparison of bare Fe<sub>3</sub>O<sub>4</sub>, PVP and glycine doped Fe<sub>3</sub>O<sub>4</sub> at different peaks. The pattern of PVP doped Fe<sub>3</sub>O<sub>4</sub> nanoparticles is similar to the pure Fe<sub>3</sub>O<sub>4</sub>. But the glycine doped Fe<sub>3</sub>O<sub>4</sub> nanoparticles indicated the similar behavior label at four points on the peaks <xref ref-type="bibr" rid="scirp.141071-34">
     [34]
    </xref>. Various function group existed at the different peaks as shown in <xref ref-type="fig" rid="fig2(h)">
     Figure 2(h)
    </xref>. Moreover, the band of PVP doped Fe<sub>3</sub>O<sub>4</sub> NPs was nearly equal to the glycine doped Fe<sub>3</sub>O<sub>4</sub> NPs band and little difference absorbance level of both bands <xref ref-type="bibr" rid="scirp.141071-35">
     [35]
    </xref>. Moreover, the main peak Fe-O is observed in the band at 670 cm<sup>−</sup><sup>1</sup> <xref ref-type="bibr" rid="scirp.141071-36">
     [36]
    </xref>, C=O attached at peak 1701 cm<sup>−</sup><sup>1</sup>, -CH<sub>3</sub> (asymmetric stretching) presented at peak 2967 cm<sup>−</sup><sup>1</sup> <xref ref-type="bibr" rid="scirp.141071-37">
     [37]
    </xref>, and the band at 3745 cm<sup>−</sup><sup>1</sup> belongs to the -OH bond of water molecules adsorbed on the surface of the particles. Many studies reported these higher frequency spectral bands. The same wave number of both spectrums was shown in graph at 1705 cm<sup>−</sup><sup>1</sup> to 3740 cm<sup>−</sup><sup>1</sup> <xref ref-type="bibr" rid="scirp.141071-38">
     [38]
    </xref>.</p>
   <p>The UV–Vis absorption spectrum is used to study the optical properties of the synthesized Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> nanomaterials. The bandgap and the type of electronic transitions can be determined from the absorption spectrum. When a semi-conductor absorbs photons of energy larger than the bandgap of the semiconductor, an electron is transferred from the valence band to the conduction band, there occurs an abrupt increase in the absorbance of the material to the wavelength corresponding to the bandgap energy <xref ref-type="bibr" rid="scirp.141071-39">
     [39]
    </xref>. In <xref ref-type="fig" rid="fig2(i)">
     Figure 2(i)
    </xref>, the absorbance curves of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> show a peak at 328 nm, 339 nm, and 332 nm respectively. The band gap is determined using Tauc plot method. <xref ref-type="fig" rid="figS1">
     Figure S1
    </xref> shows band gap curves for different materials. The undoped Fe<sub>3</sub>O<sub>4</sub> has a band gap of 3.8 eV <xref ref-type="bibr" rid="scirp.141071-18">
     [18]
    </xref>, whereas PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> the band i.e. 2.9 eV and 3.2 eV respectively. According to the quantum size effect, the smaller the size of the NPs, the wider the energy bandgap. However, the increase in energy bandgap for doped materials with PVP and glycine indicates that several structural defects are generating allowed states between the valence and conduction band.</p>
  </sec><sec id="s4">
   <title>4. Electrochemical Analysis</title>
   <p>Cyclic Voltammetry (CV)</p>
   <p>The electrochemical performance of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> nanomaterials with different concentrations is determined by CV curves in the potential window range from 0 to 0.45 V. The sweeping speeds of 5 mVs<sup>−</sup><sup>1</sup>, 10 mVs<sup>−</sup><sup>1</sup>, 15 mVs<sup>−</sup><sup>1</sup>, 20 mVs<sup>−</sup><sup>1</sup>, 30 mVs<sup>−</sup><sup>1</sup>, and 40 mVs<sup>−</sup><sup>1</sup> are applied with a three-electrode setup to obtain CV curves. When the scan rate rises from 5 mVs<sup>−</sup><sup>1</sup> to 40 mVs<sup>−</sup><sup>1</sup>, the CV enclosed area expands, indicating fast electron and ion transfer on the prepared electrode surface <xref ref-type="bibr" rid="scirp.141071-40">
     [40]
    </xref> <xref ref-type="bibr" rid="scirp.141071-41">
     [41]
    </xref>. The contrast of CV curves for Fe<sub>3</sub>O<sub>4</sub> and different concentrations of doped Fe<sub>3</sub>O<sub>4</sub> at scan rate of 5 mVs<sup>−</sup><sup>1</sup> is shown in <xref ref-type="fig" rid="figFigures 3(a)-(c)">
     Figures 3(a)-(c)
    </xref>. It can be observed that doping increases the peak current and area enclosed in the CV curves as compared to undoped Fe<sub>3</sub>O<sub>4</sub> as a first indication of accelerated electrochemical response by PVP and glycine incorporation <xref ref-type="bibr" rid="scirp.141071-42">
     [42]
    </xref>. When comparing the response of three Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> the oxidation peak current for PVP/Fe<sub>3</sub>O<sub>4</sub> higher as compared to glycine/Fe<sub>3</sub>O<sub>4</sub> contrarily, the reduction current is the highest in the case of glycine doping <xref ref-type="bibr" rid="scirp.141071-39">
     [39]
    </xref> <xref ref-type="bibr" rid="scirp.141071-43">
     [43]
    </xref>. However, for electrochemical performance parameters, the area enclosed by the CV curve is of prime focus along with peak current, and glycine/Fe<sub>3</sub>O<sub>4</sub> exhibits a comparatively larger polygonal area at scan rate of 5 mVs<sup>−</sup><sup>1</sup> than undoped and PVP doping material. The slight peak shift can be attributed to the polarization effect <xref ref-type="bibr" rid="scirp.141071-44">
     [44]
    </xref>.</p>
   <p>The symmetrical increment in surface area for sweeping at higher scan rates indicates good rate competence, a crucial quality for the actual utilization of supercapacitors. The specific capacitance (Cs) for nanomaterials is calculated by using Equation (4) <xref ref-type="bibr" rid="scirp.141071-45">
     [45]
    </xref> <xref ref-type="bibr" rid="scirp.141071-46">
     [46]
    </xref>.</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        C 
      </mi> 
      <mi>
        s 
      </mi> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <msubsup> 
         <mstyle mathsize="140%" displaystyle="true"> 
          <mo>
            ∫ 
          </mo> 
         </mstyle> 
         <mrow> 
          <mi>
            v 
          </mi> 
          <mi>
            c 
          </mi> 
         </mrow> 
         <mrow> 
          <mi>
            v 
          </mi> 
          <mi>
            a 
          </mi> 
         </mrow> 
        </msubsup> 
        <mi>
          I 
        </mi> 
        <mo>
          × 
        </mo> 
        <mtext>
          d 
        </mtext> 
        <mi>
          V 
        </mi> 
       </mrow> 
       <mrow> 
        <mi>
          m 
        </mi> 
        <mo>
          × 
        </mo> 
        <mi>
          v 
        </mi> 
        <mo>
          × 
        </mo> 
        <mi>
          Δ 
        </mi> 
        <mi>
          V 
        </mi> 
       </mrow> 
      </mfrac> 
     </mrow> 
    </math> (2)</p>
   <p>where m represents the mass of active material, v is scan rate, 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        Δ 
      </mi> 
      <mi>
        V 
      </mi> 
     </mrow> 
    </math> potential window and 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mo>
        ∫ 
      </mo> 
      <mi>
        I 
      </mi> 
      <mo>
        × 
      </mo> 
      <mi>
        Δ 
      </mi> 
      <mi>
        V 
      </mi> 
     </mrow> 
    </math> CV area enclosed. The specific capacitance of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> are 94 Fg<sup>−</sup><sup>1</sup>, 247 Fg<sup>−</sup><sup>1</sup> and 300 Fg<sup>−</sup><sup>1</sup> respectively at 5 mVs<sup>−</sup><sup>1</sup>.</p>
   <p>The Randles-Sevick plot is utilized to estimate the redox contributions. A Randles-Sevick equation is used to illustrate the estimated linear relationship between the current and sweep rate. The graphs of (I<sub>p</sub> vs. υ<sup>1/2</sup>) and (I<sub>p</sub> vs. υ) present faradic and non-faradic processes in the materials <xref ref-type="bibr" rid="scirp.141071-47">
     [47]
    </xref>. The linear fitting determines correlation coefficients and the R<sup>2</sup> value indicates the charge storage nature.</p>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. Cyclic voltammetry curves of (a) Fe<sub>3</sub>O<sub>4</sub>, (b) PVP/Fe<sub>3</sub>O<sub>4</sub>, and (c) glycine/Fe<sub>3</sub>O<sub>4</sub>, (d)Comparison of CV curves of all samples at scan rate 5 mV/s.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId24.jpeg?20250310083322" />
   </fig>
   <p>In each case, inset graph displays the diffusive response, while the main graphs represent the material’s capacitive response (<xref ref-type="fig" rid="figFigures 4(b)-(d)">
     Figures 4(b)-(d)
    </xref>). For the Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub>, it can be seen that the charge storage mechanism is mostly due to the surface-controlled process as R<sup>2</sup> is 0.9813, 0.96037, and 0.97816 for respectively. It is seen that the surface-based capacitive response is dominanFe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> t as compared to the diffusive response (<xref ref-type="fig" rid="figFigures 4(b)-(d)">
     Figures 4(b)-(d)
    </xref>).</p>
   <p>The electrode’s charge storage can follow two ways, a surface-controlled process that happens quite quickly and a slower diffusion-controlled mechanism <xref ref-type="bibr" rid="scirp.141071-47">
     [47]
    </xref>. The theoretical aspect is also used to determine the ion storage nature of the developed electrodes. The power law (Equations (4-6) has been utilized for this purpose;</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         I 
       </mi> 
       <mi>
         p 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mi>
        a 
      </mi> 
      <msup> 
       <mi>
         υ 
       </mi> 
       <mi>
         b 
       </mi> 
      </msup> 
     </mrow> 
    </math> (3)</p>
   <p>where I<sub>p</sub> is the peak current and ω is the scan rate, and a and b are constants. The b value is used to determine nature of the material i.e battery or supercapacitor. When b is equal to 0.5 or 1, there are two different scenarios that apply. If b value is 1, the material can be used as an electrode in supercapacitor (surface-controlled process) and b = 0.5 represents the battery-grade materials (diffusion-controlled method). The b value in curve case is 0.8, representing a surface-controlled mechanism or a predominantly capacitive nature of the material as shown in Figure <xref ref-type="bibr" rid="scirp.141071-48">
     [48]
    </xref>-<xref ref-type="bibr" rid="scirp.141071-50">
     [50]
    </xref>.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>Figure 4. (a) Specifc capacity at different scan rates for all three samples. Capacitive/non-ferodic controlled mechanism differnitiation; I<sub>p</sub> vs. υ plot, (inset: I<sub>p</sub> vs. υ<sup>1/2</sup>), (b) Fe<sub>3</sub>O<sub>4</sub>, (c) PVP/Fe<sub>3</sub>O<sub>4</sub>, and (d) glycine/Fe<sub>3</sub>O<sub>4</sub>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId27.jpeg?20250310083322" />
   </fig>
   <p>Considering the best electrochemical performance of glycine/Fe<sub>3</sub>O<sub>4</sub>, the b value is determined at various static potentials between 0.23 V and 0.44 V (<xref ref-type="fig" rid="fig5(a)">
     Figure 5(a)
    </xref>). As the potential rises, the b value starts from 0.28 at the lowest potential (0.23 V), increases to 1.11 at 0.35 V, and reduces subsequently (<xref ref-type="fig" rid="fig5(b)">
     Figure 5(b)
    </xref>). This comparison shows that diffusion process converts generated current linearly into a surface-controlled process as the scan rate increases. Diffusion-controlled mechanism generated by fast intercalation produces the maximum current at peak potentials (ion-exchange process) <xref ref-type="bibr" rid="scirp.141071-50">
     [50]
    </xref>.</p>
   <p>Equation (7) is used to elucidate the capacitive and diffusion-controlled effects from the overall charge storage of each electrode,</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         I 
       </mi> 
       <mi>
         p 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
      <mi>
        v 
      </mi> 
      <mo>
        + 
      </mo> 
      <msub> 
       <mi>
         k 
       </mi> 
       <mn>
         2 
       </mn> 
      </msub> 
      <msup> 
       <mi>
         v 
       </mi> 
       <mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           / 
         </mo> 
         <mn>
           2 
         </mn> 
        </mrow> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> (4)</p>
   <p>Here, k<sub>1</sub>v and k<sub>2</sub>v<sup>1/2</sup> represent capacitive and diffusion-limited contributions. We can utilize k<sub>1</sub> and k<sub>2</sub> to find the share of each current contributor (<xref ref-type="fig" rid="fig5(c)">
     Figure 5(c)
    </xref>). The surface-controlled process is dominated at slow sweep speeds because ions have more time to respond. At faster scan rates, the ions are unable to interact extensively with the electrode surface and consequently have insufficient reaction time <xref ref-type="bibr" rid="scirp.141071-51">
     [51]
    </xref>. <xref ref-type="fig" rid="fig5(d)">
     Figure 5(d)
    </xref> shows that the surface-controlled process controls the electrochemi-cal reaction at higher scan rates, while the diffusion-controlled process reduces for glycine/Fe<sub>3</sub>O<sub>4</sub>. At a scan rate of 40 mVs<sup>−1</sup>, the Fe<sub>3</sub>O<sub>4</sub> exhibits a 38% diffusive contribution and a 62% surface-controlled contribution (<xref ref-type="fig" rid="figS2">
     Figure S2
    </xref>) and the PVP/Fe<sub>3</sub>O<sub>4</sub> shows a 31% diffusive contribution and a 69% surface-controlled con-tribution (<xref ref-type="fig" rid="figS3">
     Figure S3
    </xref>). However, the capacitive contribution rises to 75% at a scan rate of 40 mVs<sup>−</sup><sup>1</sup> from 52% for glycine/Fe<sub>3</sub>O<sub>4</sub>. This exhibits the promise of glycine/Fe<sub>3</sub>O<sub>4</sub> as an innovative material for future supercapattery applications.</p>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>Figure 5. Charge storage mechanism in glycine/Fe<sub>3</sub>O<sub>4</sub> (a) Draw a plot at various fixed potentials between the logs of current and scan rate, (b) Change in b at various fixed potentials (c) plot for determining k<sub>1</sub> and k<sub>2</sub>, (d) present contribution at various scan rates.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId30.jpeg?20250310083322" />
   </fig>
   <p>Galvanostatic charge/discharge (GCD)</p>
   <p>GCD investigation is used to investigate the electrochemical stored charge mechanism of the fabricated electrodes. <xref ref-type="fig" rid="figFigures 6(a)-(c)">
     Figures 6(a)-(c)
    </xref> shows the GCD curves of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, and glycine/Fe<sub>3</sub>O<sub>4</sub> at current densities of 1, 3, 7, and 9 Ag<sup>−1</sup>. The GCD spectra of all electrodes show a quasi-triangular pattern (87 jabir). 10a, b, c. The GCD profile exhibits a non-linear trend (indicated by inflation); of redox reactions</p>
   <p>Discharge time decreases with increasing current density. The electrode has the highest capacitance and longest discharge time because it takes the longest time for OH ions to penetrate the electrical contacts at the lowest current density (1 Ag<sup>−</sup><sup>1</sup>). PVP/Fe<sub>3</sub>O<sub>4</sub> and glycine/Fe<sub>3</sub>O<sub>4</sub> materials take longer to discharge compared to pristine Fe<sub>3</sub>O<sub>4</sub>, which is also consistent with the CV results</p>
   <p>To further explain the distinctive qualities of charge storage, Equation (5) was utilized to calculate the specifc capacity (Qs) from GCD measurements:</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         Q 
       </mi> 
       <mi>
         s 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <mi>
          I 
        </mi> 
        <mo>
          × 
        </mo> 
        <mi>
          Δ 
        </mi> 
        <mi>
          t 
        </mi> 
       </mrow> 
       <mi>
         m 
       </mi> 
      </mfrac> 
     </mrow> 
    </math> (5)</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        Δ 
      </mi> 
      <mi>
        t 
      </mi> 
     </mrow> 
    </math> = discharging time, I = current density (A), m = mass loaded. The highest specific capacity is observed for glycine/Fe<sub>3</sub>O<sub>4</sub> (301 Cg<sup>−1</sup>) while the minimum specific capacity (121 Cg<sup>−1</sup>) is observed for pristine Fe<sub>3</sub>O<sub>4</sub> at a current density of 1 Ag<sup>−1</sup>. Change specific capacity of the various materials according to current density are: <xref ref-type="fig" rid="figFigures 6(a)-(d)">
     Figures 6(a)-(d)
    </xref>. The graph shows that glycine/Fe<sub>3</sub>O<sub>4</sub> has the highest specific capacity among the three materials. The trend in specific capacity for higher current densities is as follows: Electrochemical bonding between electrolytes because ions and active substances are generated in a short period of time, fast dynamics <xref ref-type="bibr" rid="scirp.141071-52">
     [52]
    </xref>.</p>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>Figure 6. Charge/discharge curves at diferent current densities: (a) Fe<sub>3</sub>O<sub>4</sub>, (b) PVP/Fe<sub>3</sub>O<sub>4</sub>, and (c) glycine/Fe<sub>3</sub>O<sub>4</sub>, (d) Specifc capacity trend at diferent current densities for diferent materials.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId35.jpeg?20250310083322" />
   </fig>
   <fig id="fig7" position="float">
    <label>Figure 7</label>
    <caption>
     <title>Figure 7. The Nyquist plots comparison of Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, and glycine/Fe<sub>3</sub>O (inset; the high frequency spectra) (b) Equivalent circuit.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId36.jpeg?20250310083322" />
   </fig>
   <p>Electrochemical impedance spectroscopy (EIS)</p>
   <p>EIS analyzes the electron-transport mechanism and conductivity of the produced electrodes in a frequency range of 0.3 Hz to 100 kHz at a voltage of 10 mV. The Nyquist plot displays the behavior of the imaginary and real impedance for (<xref ref-type="fig" rid="fig7(a)">
     Figure 7(a)
    </xref>). The resistance created at the electrolyte-electrode interface during a chemical reaction is known as equivalent series resistance. The Rs values of 0.69 Ω, 0.65 Ω, and 0.52 Ω are obtained for (a) Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, and glycine/Fe<sub>3</sub>O<sub>4</sub>, respectively (<xref ref-type="fig" rid="fig7(b)">
     Figure 7(b)
    </xref>). The lowest Rs value glycine/Fe<sub>3</sub>O<sub>4</sub> for indicates its enhanced response in electrochemical reactions with ease of electron transfer. The low resistance can help ions transfer into electrically charged materials <xref ref-type="bibr" rid="scirp.141071-53">
     [53]
    </xref>. The findings support the hypothesis that an electrode modified with glycine/Fe<sub>3</sub>O<sub>4</sub> exhibits enhanced electron transfer efficiency. <xref ref-type="fig" rid="fig7(b)">
     Figure 7(b)
    </xref> shows an equivalent circuit. The Rs, Rct, and C represent the solution resistance, charge transfer resistance, and capacitor components, respectively.</p>
  </sec><sec id="s5">
   <title>5. Conclusion</title>
   <p>Fe<sub>3</sub>O<sub>4</sub>, PVP/Fe<sub>3</sub>O<sub>4</sub>, and glycine/Fe<sub>3</sub>O<sub>4</sub> nanomaterials are efficiently synthesized by using the sol-gel method. Nanomaterials were investigated using the following techniques: XRD, FTIR, and SEM. Fe<sub>3</sub>O<sub>4</sub> and PVP/glycine doped Fe<sub>3</sub>O<sub>4</sub> nanomaterials illustrated an excellent capacitance effect when applied as supercapacitor electrodes. The Fe<sub>3</sub>O<sub>4</sub> material for electrodes has a specific capacitance of 121 Fg<sup>−</sup><sup>1</sup> at a current density of 1 Ag<sup>−</sup><sup>1</sup>. Doping PVP and glycine results in significantly increased electrochemical energy storage capacity. Glycine doped Fe<sub>3</sub>O<sub>4</sub> electrodes demonstrated their maximum specific capacitance of 301 Fg<sup>−</sup><sup>1</sup> at a current density of 1 Ag<sup>−</sup><sup>1</sup>, illustrating their electrochemical efficiency. The CV curves illustrate that the surface-controlled method increases with scan rate. At 40 mV/s, there’s a surface-controlled mechanism that controls 25% and a diffusion-controlled process that controls 75%. Because of this result, it becomes a special material for future supercapattery purposes.</p>
  </sec><sec id="s6">
   <title>Appendix</title>
   <fig id="fig8" position="float">
    <label>Figure 8</label>
    <caption>
     <title>Figure S1. Band gap by UV-visible.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId90.jpeg?20250310083327" />
   </fig>
   <fig id="fig9" position="float">
    <label>Figure 9</label>
    <caption>
     <title>Figure S2. Contribution of Fe<sub>3</sub>O<sub>4</sub>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId91.jpeg?20250310083327" />
   </fig>
   <fig id="fig10" position="float">
    <label>Figure 10</label>
    <caption>
     <title>Figure S3. Contribution PVP/Fe<sub>3</sub>O<sub>4</sub>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2610509-rId92.jpeg?20250310083326" />
   </fig>
  </sec>
 </body><back>
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