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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">msce</journal-id>
      <journal-title-group>
        <journal-title>Journal of Materials Science and Chemical Engineering</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2327-6053</issn>
      <issn pub-type="ppub">2327-6045</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/msce.2025.139002</article-id>
      <article-id pub-id-type="publisher-id">msce-145407</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Chemistry</subject>
          <subject>Materials Science</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Fabrication and Characterization of N-Doped TiO2 Photoanode-Based Dye-Sensitized Solar Cells</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Jabli</surname>
            <given-names>Fikria</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0009-0005-2559-8330</contrib-id>
          <name name-style="western">
            <surname>Alshammari</surname>
            <given-names>Raha</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Physics, College of Sciences, Qassim University, Buryadh, Saudi Arabia </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>29</day>
        <month>08</month>
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>08</month>
        <year>2025</year>
      </pub-date>
      <volume>13</volume>
      <issue>09</issue>
      <fpage>12</fpage>
      <lpage>30</lpage>
      <history>
        <date date-type="received">
          <day>25</day>
          <month>07</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>02</day>
          <month>09</month>
          <year>2025</year>
        </date>
        <date date-type="published">
          <day>05</day>
          <month>09</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2025 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2025</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/msce.2025.139002">https://doi.org/10.4236/msce.2025.139002</self-uri>
      <abstract>
        <p>Numerous studies have investigated the incorporation of transition metals such as Ag, Co, Mn, Zn, Cr, Nb, W, and Cu into TiO<sub>2</sub> to evaluate their optoelectronic properties. Previous research indicates that the introduction of transition metal ions into the TiO<sub>2</sub> lattice can effectively modulate various electronic characteristics, including band gap energy, Fermi level, d-electron configuration, and band positions. Moreover, studies have indicated that doping TiO<sub>2</sub> with non-metals like N, C, B, S, and F can reduce the band gap and enhance light absorption in the visible spectrum. Besides individual research on the metallic and non-metallic doping of TiO<sub>2</sub>, studies have focused on their combined co-doping in TiO<sub>2</sub> for solar cell applications. For example, DSSCs incorporating Cu/N and Cu/S co-doped TiO<sub>2</sub> demonstrated notable performance improvements. In this work, we present our investigation into the structural, morphological, and optical properties of N-doped TiO<sub>2</sub> nanomaterials. The properties of the synthesized nanoparticles were assessed using X-ray diffraction (XRD), scanning electron microscopy (SEM), and UV-Visible spectroscopy. XRD data confirmed that both undoped and N-doped TiO<sub>2</sub> samples exhibit analogous peaks for anatase and rutile phases, indicating that nitrogen doping did not induce any TiO<sub>2</sub> phase transitions. SEM images of the pure and N-doped TiO<sub>2</sub> fabricated films depict a well-dispersed microstructure and a consistent grain distribution. Moreover, the band gap (<italic>E</italic><sub>g</sub>) and Urbach (<italic>E</italic><sub>u</sub>) energies were observed to be lower for the synthesized nanoparticles. The data indicated a decrease in <italic>E</italic><sub>g</sub> energy with nitrogen doping.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Fabrication</kwd>
        <kwd>Characterization</kwd>
        <kwd>N-Doped TiO&lt;sub&gt;2&lt;/sub&gt;</kwd>
        <kwd>Photoanode</kwd>
        <kwd>Dye Sensitized</kwd>
        <kwd>Solar Cells</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Dye-sensitized solar cells (DSSCs) represent a promising alternative to traditional silicon-based solar cells due to their cost-effectiveness, simple manufacturing process, ability to function in low-light conditions, and eco-friendly characteristics [<xref ref-type="bibr" rid="B1">1</xref>]. In DSSCs, Titanium dioxide (TiO<sub>2</sub>) is widely used as the semiconductor material and photocatalyst due to its excellent electronic and optical properties [<xref ref-type="bibr" rid="B2">2</xref>]-[<xref ref-type="bibr" rid="B6">6</xref>]. However, the wide band gap of TiO<sub>2</sub> (3.2 eV) and its limited electron-hole pair transport capabilities hinder its practical application in DSSCs [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>]. To address these limitations, doping is recognized as a crucial strategy to improve the electrical and optical properties of TiO<sub>2</sub>-based DSSCs by enhancing visible-light absorption, reducing the band gap, and enhancing charge carrier mobility [<xref ref-type="bibr" rid="B9">9</xref>].</p>
      <p>Previous studies have explored the potential improvements in photovoltaic efficiency by utilizing nitrogen (N) doped TiO<sub>2</sub> nanoparticles, as they have a notable impact on DSSC performance [<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B11">11</xref>]. These works have shown that the incorporation of nitrogen as a dopant into TiO<sub>2</sub> can enhance electron transport characteristics and broaden light absorption across the visible range of the solar spectrum.</p>
      <p>In this regard, we initially prepared N-doped TiO<sub>2</sub> nanoparticles through a solid-state reaction by varying the volumetric ratio between P25-TiO<sub>2</sub> and ammonium hydroxide (NH<sub>4</sub>OH). Films were subsequently prepared from the resulting nanoparticles and sintered at 500˚C. Subsequently, the prepared N-doped TiO<sub>2</sub> nanoparticles were characterized structurally and optically, followed by an investigation of their charge transport characteristics and the PV performance of DSSCs based on N-doped TiO<sub>2</sub> photoanode. </p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <p>The fluorine-doped tin oxide (FTO) coated conducting glass sheets (sheet resistance 7.5 Ω/cm<sup>2</sup> and size 2 × 1 cm<sup>2</sup>) were cleaned initially with soapy water and subsequently with distilled water and ethanol using an ultrasonic bath. The undoped and N-doped (with systematically varied N contents) TiO<sub>2</sub> films were prepared by grinding 100 mg of P<sub>25</sub>-TiO<sub>2</sub> separately with 0, 10, 20, 30, and 40 μL of NH<sub>4</sub>OH as nitrogen source, deionized (DI) water, 20 μL of acetylacetone, and a drop of Triton <sup>TM</sup> X-100 into pastes followed by separately coating the resultant pastes via doctor blade method on the cleaned FTO glass sheets. The prepared undoped and N-doped TiO<sub>2</sub> films were dried and calcined at 500˚C for 30 minutes. The resultant films were separately soaked in 0.3 mM N719 dye solution, prepared by dissolving N719 dye in a mixture of acetonitrile and tert-butyl alcohol (50% v/v), for 12 hours. After the dye-sensitization process, the photoanodes were washed with acetonitrile to remove the unanchored dye molecules and dried. Then, the corresponding devices were assembled by employing N719 dye-coated undoped or N-doped TiO<sub>2</sub> photoanode, I<sup>−</sup>/I<sup>−</sup><sub>3</sub> redox couple, and Pt-coated FTO glass sheet as dye-sensitized photoanode, electrolyte, and counter electrode, respectively. The electrolyte was prepared by dissolving 2.07 g of potassium iodide and 0.19 g of iodine into 25 mL of ethylene glycol, followed by stirring for 15 minutes until a homogeneous solution rich in iodide/triiodide ions (I<sup>−</sup>/I<sub>3</sub><sup>−</sup>) was obtained. This redox couple plays a crucial role in the charge transfer and regeneration of the dye. The active area of each device was defined as 0.25 cm<sup>2</sup> using a mechanical mask. The thickness of the TiO<sub>2</sub> photoanode films was measured by scanning electron microscopy (SEM) and found to be approximately 6.5 μm. Hereafter, the undoped TiO<sub>2</sub> is referred to as “pure TiO<sub>2</sub>,” and the N-doped TiO<sub>2</sub> with systematically varied N contents is referred to as 10N-TiO<sub>2</sub>, 20N-TiO<sub>2</sub>, 30N-TiO<sub>2</sub>, and 40N-TiO<sub>2</sub>, indicating the respective NH<sub>4</sub>OH volumes used.</p>
    </sec>
    <sec id="sec3">
      <title>3. Results and Discussion</title>
      <sec id="sec3dot1">
        <title>3.1. XRD Analysis</title>
        <p>The structural analysis of both pure and nitrogen-doped TiO<sub>2</sub> films was examined using X-ray diffraction (XRD), and the corresponding XRD patterns are presented in <xref ref-type="fig" rid="fig1">Figure 1</xref>. These patterns reveal distinct peaks consistent with the crystalline structure of anatase TiO<sub>2</sub> (Anatase XRD JCPDS Card No. 21-1272) and rutile TiO<sub>2</sub> (Rutile JCPDS Card No. 21-1276) [<xref ref-type="bibr" rid="B12">12</xref>][<xref ref-type="bibr" rid="B13">13</xref>]. Peaks related to the anatase phase were identified within the tetragonal I4<sub>1</sub>/amd space group (No. 141), while those associated with the rutile phase were indexed in the tetragonal P4<sub>2</sub>/mnm space group (No. 136). Phase identifications were carried out using ‘X’Pert HighScore Plus’ software. Notably, the XRD data presented in <xref ref-type="fig" rid="fig1">Figure 1</xref> confirmed that both undoped and N-doped TiO<sub>2</sub> samples exhibit analogous peaks for anatase and rutile phases, indicating no phase transition induced by nitrogen doping.</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId15.jpeg?20251219090659" />
        </fig>
        <p><bold>Figure 1</bold><bold>.</bold> XRD patterns of pure and 10%, 20%, 30%, and 40% nitrogen-doped TiO<sub>2</sub> compared to those of the anatase and rutile TiO<sub>2</sub> phases.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId16.jpeg?20251219090659" />
        </fig>
        <p><bold>Figure 2</bold><bold>.</bold> XRD profiles of the most intense peaks (1 0 1) of pure and 10%, 20%, 30%, and 40% N-doped TiO<sub>2</sub>.</p>
        <p>An enlargement of the most intense peak (1 0 1), as indicated in <xref ref-type="fig" rid="fig2">Figure 2</xref>, reveals a slight shift in the peak positions for the N-doped films towards lower diffraction angles (2<italic>θ</italic>) when compared to the pure TiO<sub>2</sub> sample. This change indicates successful incorporation of that nitrogen into the TiO<sub>2</sub> structure. Nitrogen was incorporated into titanium dioxide using the mixing method. Varying proportions of nitrogen were added to the chemical mixture using a graduated dropper. The successful incorporation of nitrogen into the material was confirmed by X-ray Diffraction (XRD) analysis. The resulting pattern showed a shift in the angles and peaks, which is indicative of nitrogen successfully integrating into the crystal lattice of the titanium dioxide [<xref ref-type="bibr" rid="B14">14</xref>]. The crystallite sizes (<italic>D</italic>) of the prepared thin films were calculated using the following Scherrer equation [<xref ref-type="bibr" rid="B15">15</xref>]:</p>
        <disp-formula id="FD1">
          <label>(1)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>D</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mi>K</mml:mi>
                  <mml:mi>λ</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:mi>β</mml:mi>
                  <mml:mi>cos</mml:mi>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>θ</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>Here, <italic>λ</italic> = 1.5406 Å denotes the X-ray wavelength, <italic>θ</italic> represents the Bragg angle associated with the anatase (101) peak, <italic>β</italic> indicates the line broadening at half the maximum intensity (FWHM), and <italic>K</italic> = 0.9 is referred to as the Scherrer constant. <bold>Table 1</bold> shows the different parameters used in the Scherrer formula as well as the evolution of the crystallite size of the different samples. The estimated crystallite sizes (<italic>D</italic>) of all samples are found to be approximately 25 nm, indicating a nanoscale morphology of the synthesized materials. The findings presented in <bold>Table 1</bold> demonstrate that there were minimal variations in the crystallite size across varying levels of N-doping content. This suggests that the introduction of nitrogen into the TiO<sub>2</sub> structure did not significantly alter the crystallite size of the material. This is consistent with previous studies [<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B17">17</xref>]. The lack of significant variation in crystallite size with different N-doping levels in TiO<sub>2</sub> suggests that nitrogen incorporation primarily modifies electronic properties, such as light absorption, without disrupting crystallite formation.</p>
        <p><bold>Table 1.</bold> Values of the different parameters allowing the calculation of crystallite size using the Scherrer formula.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Sample</bold>
                </td>
                <td>
                  <bold>2</bold>
                  <italic>
                    <bold>θ</bold>
                  </italic>
                  <bold>(</bold>
                  <bold>˚</bold>
                  <bold>)</bold>
                </td>
                <td>
                  <italic>
                    <bold>β</bold>
                  </italic>
                  <bold>× 10</bold>
                  <bold>
                    <sup>−</sup>
                  </bold>
                  <bold>
                    <sup>2</sup>
                  </bold>
                  <bold>(</bold>
                  <bold>rd</bold>
                  <bold>)</bold>
                </td>
                <td>
                  <italic>
                    <bold>D</bold>
                  </italic>
                  <bold>(nm)</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Pure TiO</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                </td>
                <td>25.122</td>
                <td>5.709</td>
                <td>24.88</td>
              </tr>
              <tr>
                <td>
                  <bold>10N-TiO</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                </td>
                <td>25.019</td>
                <td>5.724</td>
                <td>24.81</td>
              </tr>
              <tr>
                <td>
                  <bold>20N-TiO</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                </td>
                <td>25.006</td>
                <td>5.721</td>
                <td>24.83</td>
              </tr>
              <tr>
                <td>
                  <bold>30N-TiO</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                </td>
                <td>24.979</td>
                <td>5.726</td>
                <td>24.80</td>
              </tr>
              <tr>
                <td>
                  <bold>40N-TiO</bold>
                  <bold>
                    <sub>2</sub>
                  </bold>
                </td>
                <td>25.011</td>
                <td>5.722</td>
                <td>24.82</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Morphological Analysis</title>
        <p><xref ref-type="fig" rid="fig3">Figures 3(a)-(e)</xref> show SEM images of the pure and N-doped TiO<sub>2</sub> fabricated films, illustrating a well-dispersed microstructure and a consistent distribution of grains. The images exhibit both uniform and clustered grains, suggesting strong cohesion among individual particles and enhancing structural integrity [<xref ref-type="bibr" rid="B18">18</xref>]. Some minor voids are noticeable, which is expected due to the material’s porous nature. A high calcination temperature of 500˚C was employed during sample synthesis to improve crystallinity and achieve a more uniform microstructure. This elevated temperature facilitated grain enlargement, leading to enhanced crystalline properties. Furthermore, the SEM images of the pure and N-doped TiO<sub>2</sub> films reveal that these nanoparticles exhibit spherical morphology.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId19.jpeg?20251219090701" />
        </fig>
        <p><bold>Figure 3</bold><bold>.</bold> SEM images describing the surface morphology of pure and N-doped TiO<sub>2</sub> films: (a) Pristine TiO<sub>2</sub>, (b) 10% N-doped TiO<sub>2</sub>, (c) 20% N-doped TiO<sub>2</sub>, (d) 30% N-doped TiO<sub>2</sub>, and (e) 40% N-doped TiO<sub>2</sub>.</p>
        <p>By employing the Image J software to analyze the SEM images (refer to <xref ref-type="fig" rid="fig4">Figure 4</xref>), we calculated the average grain size for each sample. Consistent with the XRD analysis, there is no significant variation in the average grain size. This result is consistent with previously reported findings for similar materials [<xref ref-type="bibr" rid="B19">19</xref>]. The estimated sizes of the grains for both undoped and N-doped TiO<sub>2</sub> nanoparticles fall within the range of 40 nm to 45 nm. In contrast, the XRD patterns reveal smaller average crystallite sizes compared to those observed in the SEM images due to agglomeration caused by higher surface area-to-volume ratios [<xref ref-type="bibr" rid="B20">20</xref>]. This process merges crystallites into larger grains. Higher calcination temperatures enhance grain growth and the aggregation of adjacent grains into larger particles, reducing the system’s Gibbs free energy by minimizing the extended surface area [<xref ref-type="bibr" rid="B21">21</xref>].</p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId20.jpeg?20251219090700" />
        </fig>
        <p><bold>Figure 4</bold><bold>.</bold> Histograms of grain size distribution: (a) Pristine TiO<sub>2</sub>, (b) 10% N-doped TiO<sub>2</sub>, (c) 20% N-doped TiO<sub>2</sub>, (d) 30% N-doped TiO<sub>2</sub>, and (e) 40% N-doped TiO<sub>2</sub>.</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Optical Properties</title>
        <p>3.3.1. UV-VIS Absorbance Spectra</p>
        <p><xref ref-type="fig" rid="fig5">Figure 5</xref> illustrates the absorbance (<italic>A</italic>) spectra versus wavelength (<italic>λ</italic>) for the pure and N-doped TiO<sub>2</sub> fabricated films within the UV (ultraviolet) and VIS (visible) radiation ranges. As depicted in this figure, the N-doped TiO<sub>2</sub> nanoparticles exhibit a progressive red shift towards higher wavelengths (red shift) in the UV-VIS regions as the N dopant concentration increases compared to pure TiO<sub>2</sub>. This finding aligns with previous studies [<xref ref-type="bibr" rid="B22">22</xref>][<xref ref-type="bibr" rid="B23">23</xref>]. Conversely, the spectra reveal two primary absorption bands in the UV-VIS regions. The presence of these spectral features indicates that the films are well-suited for absorbing both UV and visible light, making them versatile for various applications requiring such light absorption. These include UV-VIS light absorption, photocatalysis, and dye-sensitized solar cells (DSSCs) [<xref ref-type="bibr" rid="B24">24</xref>][<xref ref-type="bibr" rid="B25">25</xref>]. In the realm of DSSCs, these prepared films have the potential to capture energy from absorbed UV and visible light, transforming it into electricity. Their ability to capture a wide range of wavelengths enhances their effectiveness in converting light energy into electrical power. Furthermore, in the context of photocatalysis, these samples can act as catalysts to accelerate chemical reactions when exposed to either UV or visible light.</p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId21.jpeg?20251219090701" />
        </fig>
        <p><bold>Figure 5</bold><bold>.</bold> UV-Vis spectra for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <p>The optical absorption coefficient (<italic>α</italic>) of the fabricated films was calculated through Equation (2), and the Tauc law, as defined in Equation (3) [<xref ref-type="bibr" rid="B26">26</xref>], was employed to determine the band gap energy (<italic>E</italic><sub>g</sub>) values for both the pure TiO<sub>2</sub> and N-doped TiO<sub>2</sub> films. Additionally, Equation (4) is employed to verify the optical transitions occurring within the samples.</p>
        <disp-formula id="FD2">
          <label>(2)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>α</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mn>2.303</mml:mn>
                  <mml:mo>×</mml:mo>
                  <mml:mi>A</mml:mi>
                </mml:mrow>
                <mml:mi>d</mml:mi>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD3">
          <label>(3)</label>
          <mml:math>
            <mml:mrow>
              <mml:msup>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mi>α</mml:mi>
                      <mml:mi>h</mml:mi>
                      <mml:mi>ν</mml:mi>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mn>1</mml:mn>
                    <mml:mo>/</mml:mo>
                    <mml:mi>n</mml:mi>
                  </mml:mrow>
                </mml:mrow>
              </mml:msup>
              <mml:mo>=</mml:mo>
              <mml:mi>β</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>h</mml:mi>
                  <mml:mi>ν</mml:mi>
                  <mml:mo>−</mml:mo>
                  <mml:msub>
                    <mml:mi>E</mml:mi>
                    <mml:mi>g</mml:mi>
                  </mml:msub>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <disp-formula id="FD4">
          <label>(4)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>ln</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
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                  <mml:mi>h</mml:mi>
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              <mml:mo>+</mml:mo>
              <mml:mi>n</mml:mi>
              <mml:mi>ln</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mi>h</mml:mi>
                  <mml:mi>ν</mml:mi>
                  <mml:mo>−</mml:mo>
                  <mml:msub>
                    <mml:mi>E</mml:mi>
                    <mml:mrow>
                      <mml:mi>g</mml:mi>
                      <mml:mi>d</mml:mi>
                    </mml:mrow>
                  </mml:msub>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>h</italic><italic>ν</italic> is the photon energy, <italic>d</italic> is the thickness of each sample, and <italic>A</italic> is the absorbance. From the [(<italic>α</italic><italic>h</italic><italic>ν</italic>)<sup>2</sup> vs. <italic>h</italic><italic>ν</italic>] curves shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>, the direct (<italic>E</italic><italic><sub>gd</sub></italic>) band gap values were found to be 3.12, 3.04, 3.00, 2.96, and 2.93 eV for pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>, respectively.</p>
        <p>The plot of [ln(<italic>α</italic><italic>hν</italic>) vs. ln(<italic>hν</italic> − <italic>E</italic><sub>g</sub>)] in <xref ref-type="fig" rid="fig7">Figure 7</xref> reveals that the <italic>n</italic> exponent values are close to 0.5 for the prepared films. This suggests that both the undoped and N-doped TiO<sub>2</sub> nanoparticles exhibit direct optical transitions. This indicates a direct band gap, allowing electrons to transition from the valence band to the conduction band without intermediate energy levels. This distinctive feature, together with their exceptional light absorption and emission qualities, renders these materials promising candidates for use in dye-sensitized solar cells and optoelectronic devices.</p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId28.jpeg?20251219090701" />
        </fig>
        <p><bold>Figure 6</bold><bold>.</bold> Plots of (<italic>α</italic><italic>hυ</italic>)<sup>2</sup> versus <italic>hυ</italic> for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId29.jpeg?20251219090702" />
        </fig>
        <p><bold>Figure 7</bold><bold>.</bold> Plots of ln(<italic>α</italic><italic>hυ</italic>) versus ln(<italic>hυ</italic> − <italic>E</italic><italic><sub>g</sub></italic>) for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <p><bold>Table 2.</bold> Comparison of band gap energies for the pure and N-doped TiO<sub>2</sub> films with literature values.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Sample</bold>
                </td>
                <td>
                  <bold>Band</bold>
                  <bold>Gap Energy</bold>
                  <bold>(eV)</bold>
                </td>
                <td>
                  <bold>Reference</bold>
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.20</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B34">34</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>ZnO</td>
                <td>3.37</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B35">35</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>CuO</td>
                <td>3.85</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B36">36</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.21</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B37">37</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  25N-TiO
                  <sub>2</sub>
                </td>
                <td>3.07</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B37">37</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.15</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B38">38</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  20N-TiO
                  <sub>2</sub>
                </td>
                <td>3.03</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B38">38</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.56</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B39">39</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  5Ni-TiO
                  <sub>2</sub>
                </td>
                <td>3.39</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B39">39</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  10Ni-TiO
                  <sub>2</sub>
                </td>
                <td>3.34</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B39">39</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.41</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B40">40</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  2Cu-TiO
                  <sub>2</sub>
                </td>
                <td>3.42</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B40">40</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  6Cu-TiO
                  <sub>2</sub>
                </td>
                <td>3.22</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B40">40</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  10Cu-TiO
                  <sub>2</sub>
                </td>
                <td>3.31</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B40">40</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  TiO
                  <sub>2</sub>
                </td>
                <td>3.12</td>
                <td>This work</td>
              </tr>
              <tr>
                <td>
                  10N-TiO
                  <sub>2</sub>
                </td>
                <td>3.04</td>
                <td>This work</td>
              </tr>
              <tr>
                <td>
                  20N-TiO
                  <sub>2</sub>
                </td>
                <td>3.00</td>
                <td>This work</td>
              </tr>
              <tr>
                <td>
                  30N-TiO
                  <sub>2</sub>
                </td>
                <td>2.96</td>
                <td>This work</td>
              </tr>
              <tr>
                <td>
                  40N-TiO
                  <sub>2</sub>
                </td>
                <td>2.93</td>
                <td>This work</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>The energy band gap values (<italic>E</italic><sub>g</sub>) of both undoped and N-doped TiO<sub>2</sub> films are compared in <bold>Table 2</bold> with those of various semiconductors [<xref ref-type="bibr" rid="B27">27</xref>]-[<xref ref-type="bibr" rid="B29">29</xref>] and other TiO<sub>2</sub> films with different dopants [<xref ref-type="bibr" rid="B30">30</xref>]-[<xref ref-type="bibr" rid="B32">32</xref>]. The data indicated that the <italic>E</italic><sub>g</sub> energy decreases with nitrogen doping, aligning well with findings from other studies [<xref ref-type="bibr" rid="B17">17</xref>][<xref ref-type="bibr" rid="B30">30</xref>]. This decrease in band gap energy resulting from nitrogen doping may stem from the formation of isolated narrow bands above TiO<sub>2</sub>’s valence band. This can occur by combining the 2p states of nitrogen and oxygen in the dopant and TiO<sub>2</sub> (interstitial doping), or by replacing oxygen-deficient sites with nitrogen (substitutional doping) [<xref ref-type="bibr" rid="B33">33</xref>][<xref ref-type="bibr" rid="B34">34</xref>]. Consequently, the decrease in band gap energy may be attributed to the impurity levels generated above the valence band of TiO<sub>2</sub> through interstitial nitrogen doping. It has also been noted that interstitial nitrogen doping significantly impacts and diminishes the band gap of TiO<sub>2</sub> in comparison to substitutional N doping [<xref ref-type="bibr" rid="B35">35</xref>]. In addition, the <italic>E</italic><sub>g</sub> values of the fabricated films, as depicted in <bold>Table 2</bold>, are lower than those of other doped TiO<sub>2</sub> films, such as Ni-doped TiO<sub>2</sub> and Cu-doped TiO<sub>2</sub> . Furthermore, the synthesized thin films have lower <italic>E</italic><sub>g</sub> values compared to wide-band gap semiconductors like ZnO, TiO<sub>2</sub>, and CuO that absorb UV light [<xref ref-type="bibr" rid="B27">27</xref>]-[<xref ref-type="bibr" rid="B29">29</xref>]. Recent studies have focused on enhancing visible light absorption by developing materials with narrow band gap energies [<xref ref-type="bibr" rid="B36">36</xref>]. This makes the produced samples well-suited for capturing crucial visible light, which is essential for applications like solar cells and photocatalysis.</p>
        <p>The observed decreases in both the direct (<italic>E</italic><sub>g</sub>) and indirect (<italic>E</italic><sub>u</sub>) band gaps are directly linked to the specific electronic states introduced by either interstitial or substitutional nitrogen. Interstitial nitrogen atoms introduce new energy levels deep within the band gap, providing additional pathways for electronic transitions and thus reducing both <italic>E</italic><sub>g</sub> and <italic>E</italic><sub>u</sub>. In contrast, substitutional nitrogen atoms replace host atoms, which modifies the overall electronic band structure and can lead to a general narrowing of the band gap. A recent study by Wang <italic>et al</italic>. (2024, Journal of Materials Science) supports this distinction, demonstrating that deep-level defects, primarily responsible for the significant reduction in band gap values, are predominantly formed by interstitial nitrogen, while substitutional nitrogen contributes more to the overall modification of the material’s band structure [<xref ref-type="bibr" rid="B37">37</xref>]. </p>
        <p>3.3.2. Urbach Energy</p>
        <p>Urbach energy (<italic>E</italic><sub>u</sub>) serves as a crucial parameter in optical spectroscopy for evaluating the degree of disorder and impurity levels in a material [<xref ref-type="bibr" rid="B38">38</xref>]. It provides insights into the localized states within the band gap and the broadening of electronic transitions, thereby reflecting the material’s internal characteristics and electronic behavior. This energy value is associated with the exponential tail in the density of states near the band gap’s edges. A lower <italic>E</italic><sub>u</sub> value indicates a material with higher orderliness and fewer defects, whereas a higher <italic>E</italic><sub>u</sub> value indicates a heightened presence of disorder and defect concentration. The determination of <italic>E</italic><sub>u</sub> energy from the photon energy (<italic>hν</italic>) can be carried out from the following equation [<xref ref-type="bibr" rid="B39">39</xref>]:</p>
        <disp-formula id="FD5">
          <label>(5)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>α</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:msub>
                <mml:mi>α</mml:mi>
                <mml:mn>0</mml:mn>
              </mml:msub>
              <mml:mi>exp</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mrow>
                      <mml:mi>h</mml:mi>
                      <mml:mi>ν</mml:mi>
                    </mml:mrow>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>E</mml:mi>
                        <mml:mi>u</mml:mi>
                      </mml:msub>
                    </mml:mrow>
                  </mml:mfrac>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>α</italic> is the absorption coefficient and <italic>α</italic><sub>0</sub> is a constant. By logarithmically transforming both sides of Equation (6), we can derive this relation:</p>
        <disp-formula id="FD6">
          <label>(6)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>ln</mml:mi>
              <mml:mi>α</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mi>ln</mml:mi>
              <mml:msub>
                <mml:mi>α</mml:mi>
                <mml:mn>0</mml:mn>
              </mml:msub>
              <mml:mo>+</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mi>h</mml:mi>
                  <mml:mi>ν</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>E</mml:mi>
                    <mml:mi>u</mml:mi>
                  </mml:msub>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>This logarithmic representation is utilized for analyzing experimental data and extracting the <italic>E</italic><sub>u</sub> energy from the absorption spectra based on the [ln(<italic>α</italic>) vs. (<italic>h</italic><italic>ν</italic>)] curve. The Urbach energy is derived from the ln(<italic>α</italic>) vs. <italic>hν</italic> curve by examining the linear segment located at the lower energy side of the absorption spectrum, below the band gap energy values. The determined <italic>E</italic><sub>u</sub> values for pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub> nanoparticles were 1.75, 0.91, 1.04, 1.54, and 0.86 eV, respectively. The observed decrease in Urbach energy values upon nitrogen doping suggests a potential decrease in structural disorder and impurities within the TiO<sub>2</sub> sample. Additionally, lower Urbach energy values indicate a more organized material structure with fewer localized states within the band gap in the prepared samples. The variation of <italic>E</italic><sub>u</sub> with nitrogen doping is shown in <xref ref-type="fig" rid="fig8">Figure 8</xref>.</p>
        <fig id="fig8">
          <label>Figure 8</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId34.jpeg?20251219090702" />
        </fig>
        <p><bold>Figure 8</bold><bold>.</bold> Plot of ln(<italic>α</italic>) versus (<italic>hν</italic>) for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <p>3.3.3. Steepness Parameter and Electron-Phonon Interaction Energy</p>
        <p>The Urbach energy (<italic>E</italic><sub>u</sub>) and the temperature-dependent steepness parameter <italic>S</italic>(<italic>T</italic>) can be expressed through the following [<xref ref-type="bibr" rid="B40">40</xref>]:</p>
        <disp-formula id="FD7">
          <label>(7)</label>
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mi>u</mml:mi>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:msub>
                    <mml:mi>k</mml:mi>
                    <mml:mi>B</mml:mi>
                  </mml:msub>
                  <mml:mi>T</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:mi>S</mml:mi>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>T</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>In this equation, the symbol <italic>k</italic><sub>B</sub> denotes the Boltzmann constant, and <italic>T</italic> represents the standard room temperature. The steepness parameter, denoted as <italic>S</italic>(<italic>T</italic>), quantifies the broadening of the absorption edge, which is attributed to various interactions such as electron-phonon or exciton-phonon couplings . It measures how rapidly the absorption coefficient changes with photon energy in the vicinity of the band edge. A higher <italic>S</italic>(<italic>T</italic>) value corresponds to a sharper absorption edge, indicating a wider energy range over which the absorption coefficient varies significantly. The calculated <italic>S</italic> values for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub> nanoparticles were 0.014, 0.028, 0.024, 0.017, and 0.030, respectively. Significantly, the increased <italic>S</italic> value observed in the 10% N-doped TiO<sub>2</sub> sample indicates a greater broadening of the absorption edge compared to the remaining samples. Following Equation (8), the electron-phonon interaction energy (<italic>E</italic><italic><sub>e</sub></italic><sub>−</sub><italic><sub>ph</sub></italic>) can be estimated based on the <italic>S</italic> parameter, as follows :</p>
        <disp-formula id="FD8">
          <label>(8)</label>
          <mml:math>
            <mml:mrow>
              <mml:msub>
                <mml:mi>E</mml:mi>
                <mml:mrow>
                  <mml:mi>e</mml:mi>
                  <mml:mo>−</mml:mo>
                  <mml:mi>p</mml:mi>
                  <mml:mi>h</mml:mi>
                </mml:mrow>
              </mml:msub>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mn>2</mml:mn>
                <mml:mrow>
                  <mml:mn>3</mml:mn>
                  <mml:mi>S</mml:mi>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>The <italic>E</italic><italic><sub>e</sub></italic><sub>−</sub><italic><sub>ph</sub></italic> value denotes the energy associated with the interaction between electrons and phonons in the material, serving as a significant parameter for understanding the material’s electronic and thermal characteristics. A higher <italic>E</italic><italic><sub>e</sub></italic><sub>−</sub><italic><sub>ph</sub></italic>-value indicates a stronger electron-phonon interaction, indicating a greater propensity for energy dissipation through lattice vibrations. In our study, utilizing Equation (8), we have computed the <italic>E</italic><italic><sub>e</sub></italic><sub>−</sub><italic><sub>ph</sub></italic> values for our samples as 47.62, 23.81, 27.78, 39.22, and 22.22 eV for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub> films, respectively. The heightened <italic>E</italic><italic><sub>e</sub></italic><sub>−</sub><italic><sub>ph</sub></italic> value observed in the pure TiO<sub>2</sub> sample indicates a stronger electron-phonon interaction and a higher likelihood for energy dissipation through lattice vibrations compared to the N-doped TiO<sub>2</sub> films.</p>
        <p>3.3.4. Threshold Wavelength</p>
        <fig id="fig9">
          <label>Figure 9</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId39.jpeg?20251219090705" />
        </fig>
        <p><bold>Figure 9</bold><bold>.</bold> Plots of (<italic>α</italic>/<italic>λ</italic>)<sup>2</sup> versus 1/<italic>λ</italic> for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <p>In optoelectronic devices, the critical wavelength (<italic>λ</italic><sub>T</sub>), also known as the threshold wavelength, plays a significant role in evaluating a material’s suitability for such applications by representing the maximum wavelength of incident radiation. This <italic>λ</italic><sub>T</sub> parameter signifies the shortest wavelength of light essential to trigger particular optoelectronic operations, like absorption or emission, within a material. To calculate the <italic>λ</italic><sub>T</sub> value, we have applied the following equation [<xref ref-type="bibr" rid="B42">42</xref>]:</p>
        <disp-formula id="FD9">
          <label>(9)</label>
          <mml:math>
            <mml:mrow>
              <mml:msup>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mfrac>
                        <mml:mi>α</mml:mi>
                        <mml:mi>λ</mml:mi>
                      </mml:mfrac>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mn>2</mml:mn>
              </mml:msup>
              <mml:mo>=</mml:mo>
              <mml:mi>C</mml:mi>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mn>1</mml:mn>
                    <mml:mi>λ</mml:mi>
                  </mml:mfrac>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>−</mml:mo>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mfrac>
                    <mml:mn>1</mml:mn>
                    <mml:mrow>
                      <mml:msub>
                        <mml:mi>λ</mml:mi>
                        <mml:mi>T</mml:mi>
                      </mml:msub>
                    </mml:mrow>
                  </mml:mfrac>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where <italic>α</italic> represents the absorption coefficient, <italic>λ</italic> stands for the wavelength of incoming radiation, and <italic>C</italic> is a constant, the threshold wavelength (<italic>λ</italic><sub>T</sub>) values were determined as 442, 380, 389, 422, and 370 nm for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub> films, respectively, as indicated in <xref ref-type="fig" rid="fig9">Figure 9</xref>. The variation of <italic>λ</italic><sub>T</sub> values closely aligns with the band gap energy values. Typically, a lower band gap energy corresponds to a reduced <italic>λ</italic><sub>T</sub> value. This suggests that the 40% N-doped TiO<sub>2</sub> sample necessitates higher-energy photons (shorter wavelengths) to initiate optoelectronic processes.</p>
        <p>3.3.5. Penetration Depth</p>
        <p>The penetration depth (<italic>δ</italic>) acts as a measure that defines the distance to which incoming light or radiation can permeate within a substance. According to Equation (10) [<xref ref-type="bibr" rid="B43">43</xref>], the <italic>δ</italic> parameter can be estimated as follows:</p>
        <disp-formula id="FD10">
          <label>(10)</label>
          <mml:math>
            <mml:mrow>
              <mml:mi>δ</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mn>1</mml:mn>
                <mml:mrow>
                  <mml:mi>α</mml:mi>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mi>λ</mml:mi>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>The data illustrated in <xref ref-type="fig" rid="fig10">Figure 10</xref> reveal that the determined penetration depth values (<italic>δ</italic>(<italic>λ</italic>)) are significantly reduced in the fabricated films. This indicates that the samples may be promising for photovoltaic purposes due to improved light absorption and potentially increased energy conversion efficiency resulting from the decreased penetration depth. Furthermore, their decreased penetration depth makes them ideal candidates for advanced photodetectors, enabling the precise detection of light spanning a wide range of wavelengths.</p>
        <fig id="fig10">
          <label>Figure 10</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId44.jpeg?20251219090705" />
        </fig>
        <p><bold>Figure 10</bold><bold>.</bold> Penetration depth (<italic>δ</italic>) versus <italic>λ</italic> for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
        <p>3.3.6. Extinction Coefficient</p>
        <p>The extinction coefficient (<italic>k</italic>) provides valuable insights into how light is absorbed and scattered within a material, indicating the material’s effectiveness in diminishing the intensity of incident radiation. This coefficient reflects both the absorption and scattering processes that contribute to the overall attenuation of light. According to Equation (11) [<xref ref-type="bibr" rid="B44">44</xref>], the extinction coefficient (<italic>k</italic>) can be calculated using the following formula:</p>
        <disp-formula id="FD11">
          <label>(11)</label>
          <mml:math display="inline">
            <mml:mrow>
              <mml:mi>k</mml:mi>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mi>α</mml:mi>
                  <mml:mi>λ</mml:mi>
                </mml:mrow>
                <mml:mrow>
                  <mml:mn>4</mml:mn>
                  <mml:mtext>п</mml:mtext>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p><xref ref-type="fig" rid="fig11">Figure 11</xref> displays the variation of the coefficient <italic>k</italic> versus photon energy (<italic>hυ</italic>) across the different types of films: pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>. It should be noted that <italic>k</italic>-values are higher at lower <italic>hυ</italic> values but decrease significantly as <italic>hυ</italic> rises, eventually approaching zero. This trend suggests minimal light loss in the higher energy range. Similar patterns of decreasing <italic>k</italic> values with rising photon energy have been noted in diverse materials [<xref ref-type="bibr" rid="B45">45</xref>][<xref ref-type="bibr" rid="B46">46</xref>], implying that the prepared samples allow light to pass through with minimal loss. The variations in <italic>k</italic> values are around 10<sup>−</sup><sup>5</sup>, indicating that losses from scattering and absorption during light transmission through the samples are negligible. This behavior highlights the high transparency of the films. Importantly, these findings align with prior research by Mott and Davis [<xref ref-type="bibr" rid="B47">47</xref>].</p>
        <fig id="fig11">
          <label>Figure 11</label>
          <graphic xlink:href="https://html.scirp.org/file/1741425-rId47.jpeg?20251219090706" />
        </fig>
        <p><bold>Figure 11</bold><bold>.</bold> Extinction coefficient (<italic>k</italic>) versus <italic>hν</italic> for the pure TiO<sub>2</sub>, 10% N-doped TiO<sub>2</sub>, 20% N-doped TiO<sub>2</sub>, 30% N-doped TiO<sub>2</sub>, and 40% N-doped TiO<sub>2</sub>.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Conclusions</title>
      <p>In this study, Nitrogen-doped TiO<sub>2</sub> nanoparticles were successfully synthesized and characterized. Analysis of XRD patterns confirmed that the TiO<sub>2</sub> anatase and rutile crystal structures remained unchanged after N doping. SEM images demonstrated nanoparticle agglomeration influenced by the N dopant concentration. Furthermore, both the band gap (<italic>E</italic><sub>g</sub>) and Urbach (<italic>E</italic><sub>u</sub>) energies were observed to be decreased for the synthesized nanoparticles. The data clearly show a decrease in <italic>E</italic><sub>g</sub> energy with nitrogen doping. The decreasing trend in Urbach energy values with N-doping suggests a potential reduction in disorder, defects, or impurities within the TiO<sub>2</sub> sample. A comprehensive study of optical parameters, including penetration depth, threshold wavelength, and extinction coefficients, was also conducted. The findings indicated that nitrogen doping in Titanium dioxide (TiO<sub>2</sub>) improves its visible light absorption. These doped nanoparticles offer several benefits, including cost-effective production, lower band gap energies, high transparency, effective light absorption, and efficient energy conversion. Overall, the nitrogen-doped TiO<sub>2</sub> exhibits strong potential for various optoelectronic applications, particularly in technologies such as DSSCs and photocatalysis, where absorbing visible light is crucial for energy conversion and catalyzing reactions.</p>
      <sec id="sec4dot1">
        <title>Limitations and Suggestions</title>
        <p>While high concentrations of nitrogen doping are known to enhance the electrochemical properties of titanium dioxide-coated anodes, particularly their performance in lithium-ion batteries, excessive nitrogen levels can lead to several undesirable consequences. Over-doping with nitrogen can induce lattice distortions in the titanium dioxide crystal structure, which may reduce its long-term stability. High nitrogen concentrations can also create unwanted defects or new, unstable phases, hinder lithium-ion diffusion, and negatively impact the battery’s charge and discharge rates. Furthermore, high nitrogen levels might decrease the material’s effective surface area, limiting available reaction sites for lithium ions and ultimately affecting the overall battery capacity. Future Experiment to Address These Drawbacks. To mitigate these challenges, we propose a future experiment focused on co-doping techniques. This study would evaluate the combined effect of doping with nitrogen and a second element, such as carbon or fluorine, to stabilize the titanium dioxide lattice. The experiment would involve preparing several anode groups: </p>
        <p>A control group with an undoped anode. Groups were doped with nitrogen only at varying concentrations (low, medium, and high). Groups co-doped with nitrogen and the second element at different ratios. </p>
        <p>We would then perform comprehensive analyses, including X-ray diffraction (XRD) to study crystal structure stability, X-ray photoelectron spectroscopy (XPS) to examine surface chemical composition, and galvanostatic cycling to measure key electrochemical properties like capacity and cycle life. We anticipate that co-doping will improve the anode’s performance more effectively than nitrogen doping alone, helping to identify the optimal nitrogen concentration that enhances performance without compromising structural integrity [<xref ref-type="bibr" rid="B48">48</xref>].</p>
      </sec>
    </sec>
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