3.1. Characterization
The characterization of mango fibers revealed a moisture content of 8.0%, with the quantification of insoluble and soluble lignin yielding values of 10.2% and 1.95%, respectively. These metrics align the mango fibers closely with other natural fiber counterparts, exemplified by jute, which is documented to possess an insoluble and soluble lignin composition of 13.3% and 2.8%, respectively [
30].
This comparison underscores mango fibers’ potential as a comparable material within the spectrum of natural fibers, indicating their suitability for applications traditionally reserved for established natural fibers such as jute.
In the current study, the lignin content of the mango fibers post-processing was determined to be 12.2%, a figure that is congruent with the lignin concentrations found in a wide array of vegetable fibers, as encapsulated in
Table 2. This resemblance underscores the promising utility of mango fibers within the textile industry, necessitating minimal intervention to mitigate the lignin content. Notably, the chemical composition of natural fibers, encompassing entities such as cotton, flax, jute, bamboo, sisal, and coconut husks, varies significantly, incorporating cellulose, lignin, and other constituents, which are pivotal in defining their physical and mechanical attributes. It is pertinent to acknowledge that the relatively low total lignin content suggests a reduced requisite for chemical consumption in its removal, thereby enhancing the eco-friendliness of fiber processing [
31,
32,
33]. Furthermore, the holocellulose content in the processed mango fibers was identified to be 81.2%, of which cellulose constituted 49.3%, aligning with the compositional profiles characteristic of other vegetable fibers.
Lignin, a sophisticated heteropolymer of phenolic derivatives, imparts coloration to fibers, thereby influencing cellulose’s quality and aesthetic outcome for textile applications. The alkaline hydrolysis process facilitates the extraction of lignin; however, it is imperative that reaction conditions, including the alkali concentration and duration of reaction, are meticulously managed to circumvent the potential degradation of cellulose [
2,
36]. Presented in
Table 3 are the operational parameters delineated within the experimental design framework and the corresponding outcomes regarding total lignin extraction. It is observed that lignin removal efficiency exhibited a range from 17.5% to 82.7%. Notably, an optimum lignin extraction efficiency of 82.7% was attained under conditions employing a 10% NaOH solution, with a liquid-to-solid ratio of 30 mL per gram of the sample, over a reaction period of 6 hours (in experiment 8). These findings resonate with values documented in existing literature [
37,
38], underscoring the reproducibility and efficacy of the methodological approach undertaken in this study.
As elucidated in the literature, the conditions for hydrolysis are contingent upon the characteristics of the raw material in question. The concentration of NaOH is observed to fluctuate between 1% and 10%, with temperatures ranging from 60°C to 100°C, durations extending from 30 minutes to several hours, and the liquid-to-solid ratios varying from 10 to 40 mL per gram of the sample [
30,
39,
40]. These parameters are further fine-tuned based on the intended application of the final product. Given these fibers’ cost-effectiveness and natural origin, the complete removal of lignin is not deemed indispensable, as its presence is known to augment the mechanical robustness of the fibers [
41]. Conversely, an excessive lignin concentration can impart a coarse texture to the end product, constraining its potential applications.
The fibers exhibiting minimal lignin presence were analyzed to ascertain the contents of holocellulose and cellulose, yielding respective values of 69.2% and 61.2%. Moreover, the hemicellulose content in the processed fibers was reduced to 7.2%, a notable decrease from the 31.9% observed in the untreated fibers. This outcome suggests that the hydrolysis process also impacts the hemicellulose component, which is likely attributable to severe processing conditions. Visual comparison depicted in
Figure 2(a) illustrates the fibers post-washing and drying, whereas
Figure 2(b) showcases the fibers post-alkaline hydrolysis treatment. Amroune et al. (2015) have documented that fibers subjected to NaOH treatment exhibit a surface texture that is markedly smoother than the untreated raw material. Concerning coloration, the intrinsic lignin content is responsible for the raw mango fibers’ yellow hue. The observable alteration in color post-alkaline treatment is attributed to the disintegration of fiber constituents, including lignin and hemicellulose [
21,
42].
To ascertain the impact of the variables under investigation within the hydrolysis process on lignin extraction, an analysis of variance (ANOVA) was conducted. This analysis utilized data derived from the experimental design, employing a confidence interval of 95%. The results of this statistical examination are comprehensively presented in
Table 4. This rigorous statistical approach facilitates a nuanced understanding of how each variable contributes to lignin removal efficiency, thereby enabling a targeted optimization of the hydrolysis conditions for enhanced fiber processing.
The analytical exploration delineated in
Table 4 elucidates that within the defined confidence interval, the liquid-to-solid (L/S) ratio (B), the duration of hydrolysis (C), and the interaction between the NaOH concentration and the L/S ratio (AC) manifest as statistically significant factors. Furthermore, the model derived from these variables exhibits statistical significance, concomitantly with an inconsequential lack of fit. This outcome substantiates the applicability of response surface methodology (RSM) as a robust tool for modeling and scrutinizing the lignin removal efficiency across the investigated parameter space of this study.
The congruence between experimental results and those predicted by the model is underscored by an R
2 value of 99.2%, indicative of an exceptional model fit, as visualized in
Figure 3. This high level of accuracy highlights the efficacy of the proposed model in capturing the dynamics of the hydrolysis process and its impact on lignin removal, thereby providing a reliable basis for optimizing the process parameters.
Expanding on the scientific foundation, the significance of the L/S ratio and hydrolysis time underscores their critical roles in the dissolution and diffusion processes essential for lignin extraction. The interaction effect between NaOH concentration and the L/S ratio suggests optimal lignin removal is contingent upon a delicate balance between chemical reactivity and the medium’s dilution effect, affirming the complex interplay of chemical and physical factors in hydrolysis. This insight aligns with chemical kinetics and mass transfer principles, offering a comprehensive understanding of the underlying mechanisms facilitating lignin removal.
Moreover, the high R2 value signifies a statistical correlation and reflects the physical and chemical coherence of the process variables with the lignin removal mechanism. Such a robust model, validated by experimental data, paves the way for further investigations into optimizing other processing parameters, potentially leading to even higher efficiencies in lignin removal and, by extension, producing more refined and higher-quality cellulose fibers for textile applications. This approach aligns with the broader objectives of sustainable material processing and contributes to advancing eco-friendly textile manufacturing practices.
Equation 1, derived from the experimental data, delineates a model in which the codified independent variables A, B, and C correspond to the sodium hydroxide (NaOH) concentration (%), the liquid-to-solid (L/S) ratio (mL/g), and the hydrolysis duration (h), respectively. The dependent variable Y represents the percentage of lignin removal achieved.
This formula offers a predictive insight into lignin extraction rates, subsequently informing the response surface illustrated in
Figure 4. The analyses reveal that the duration of the hydrolysis process significantly impacts lignin removal, with the L/S ratio exerting a lesser but non-negligible effect within the explored range. Notably, the interaction between hydrolysis time and NaOH concentration (as shown in
Figure 4(b)) further elucidates the critical influence of process duration on lignin removal efficiency. Additionally,
Figure 4(c) highlights the advantageous role of an increased L/S ratio, which facilitates greater alkali access for the chemical disintegration of fibers. Specifically, elevated NaOH concentrations and an enhanced L/S ratio result in an augmented NaOH efficacy per unit fiber mass, optimizing lignin elimination from mango fibers. This outcome substantiates the statistical significance of the interaction between NaOH concentration and the L/S ratio, emphasizing its pivotal contribution to the depolymerization process.
The scientific discussion around Equation 1 and its associated findings underscores the complex interplay of chemical concentrations, physical ratios, and time in optimizing the lignin removal process. The model encapsulates the nuanced effects of each variable and their interactions on the efficacy of lignin extraction, demonstrating the importance of a balanced and targeted approach to fiber processing. Such insights are critical for advancing the field of sustainable textile production, where the efficient and environmentally conscious removal of lignin from natural fibers represents a key challenge. This research contributes to a deeper understanding of the conditions necessary for effective lignin removal, thereby paving the way for developing more sustainable and high-quality textile materials.
Figure 5 elucidates the Fourier Transform Infrared (FTIR) spectroscopy spectra for untreated and alkaline-treated mango fibers, showcasing characteristics emblematic of lignocellulosic materials. Consistent with prior investigations, disparities are observable in spectral bands, with deviations of approximately ±16 cm
-1 across different studies [
34,
42,
43,
44]. Notably, the spectral band at 3328 cm
-1 indicates O-H stretching vibrations attributable to carboxylic acids within the cellulose matrix. Furthermore, the peak at approximately 2900 cm
-1, representative of the C-H stretching vibrations in cellulose, remains unchanged post-alkaline treatment, underscoring the stability of cellulose’s molecular structure against the alkaline conditions applied.
Equally, significant alterations are detected at the bands centered around 1730 cm
-1 and 1245 cm
-1, typically ascribed to the C=O and C≡O stretching vibrations in hemicellulose, respectively [
43]. Post-treatment, these reductions signal a decrease in hemicellulose content, likely due to the alkaline hydrolysis. Additionally, the peaks located at 1650 cm
-1 and 1030 cm
-1, associated with the C=O stretching and C-O stretching of acetyl groups within lignin, further validate the effective diminution of lignin content due to the alkaline treatment.
The discernible differences in spectral signatures between untreated and treated fibers underscore the efficacy of the alkaline process in lignin removal, evidenced by the diminished intensities of bands associated with lignin and hemicellulose components. Moreover, peaks around 1375 cm
-1 and 1240 cm
-1 further corroborate these findings, representing the C-O stretching vibrations of acetyl groups in lignin and hemicellulose, respectively [
20].
This FTIR analysis significantly contributes to understanding the chemical transformations imparted by alkaline treatment on lignocellulosic fibers. The spectral data confirms the successful removal of lignin and alterations in hemicellulose composition and affirms the preservation of cellulose’s structural integrity. These insights are paramount in advancing the development of more efficient and environmentally sustainable methods for processing natural fibers, aligning to reduce environmental impact and enhance the material properties for textile applications.
Natural fibers’ dimensionality, particularly the diameter, significantly influences their potential applications, determining their appropriateness in various end uses. In the context of the treated mango fibers, observed diameters ranged from 46 to 255 µm. These metrics facilitate a comparative analysis with diameters of alternative natural fiber specimens, as illustrated in
Table 5 (
Figure 6).
Research by Azanaw, Haile, and Gideon (2018) elucidated a decrement in fiber diameter consequent to the treatment with varying NaOH concentrations, underscoring that elevated NaOH levels enhanced the efficacy of surface compound removal, thereby diminishing the fiber diameter. This phenomenon aligns with findings reported by Senthamaraikannan and Kathiresan (2018) in their study on
Coccinia grandis L. fibers, where an alkaline treatment modified the fiber diameter from 27.33 µm in its raw state to 25.48 µm post-treatment. The average diameter of the treated mango fibers was quantified at 114 µm, with an associated standard deviation of 50, as depicted in
Figure 6. This delineation of fiber diameter variability post-alkaline treatment not only corroborates the impact of NaOH concentration on the physical attributes of natural fibers but also elucidates the broader implications for their integration into textile and composite materials. Reducing fiber diameter through alkaline treatment enhances the fibers’ compatibility and performance in finer textile applications, thereby expanding their utility. Moreover, these observations contribute to the ongoing discourse on optimizing natural fiber processing techniques to tailor their properties for specific applications, emphasizing the critical role of chemical treatments in modifying fiber characteristics for enhanced application suitability [
43,
45].
The length of the fibers treated with mango varied significantly, ranging from 11.4 to 35.1 mm, with an average length of 20.8 mm and a standard deviation of 0.6 mm. This fiber length variance is uncommon and can differ widely across different species. For instance, kenaf and jute fibers typically measure about 2-3 mm long, hemp fibers approximately 25 mm, and ramie fibers can extend up to 550 mm in length [
22]. The aspect ratio (L/D) of the treated mango fibers, calculated from the obtained data, stands at 182. This is within the range but on the lower end compared to typical fiber aspect ratios, which span from 200 to several thousand. A higher aspect ratio generally indicates the potential for stronger yarns due to increased interfiber contact and the capacity to incorporate more fibers within the yarn cross-section, enhancing both the strength and flexibility of the fibers [
46,
47].
Thermal gravimetric analysis (TGA) and differential thermal gravimetric analysis (DTG) presented in
Figure 7 were conducted to evaluate the thermal stability and identify the lignocellulosic composition peaks of the fibers, pre and post-alkaline treatment.
The TGA for untreated mango fibers displays the characteristic decomposition stages of cellulosic materials. The initial stage, characterized by approximately 5% weight loss at temperatures ranging from 90 °C to below 130 °C, is attributed to moisture content loss through dehydration. The second significant stage of decomposition occurs at 358 °C, with a weight loss of around 70%, indicative of cellulose fiber decomposition. The early decomposition stage is possibly due to the breakdown of hemicellulose, which decomposes prior to and concurrently with cellulose. Lignin, known for its broad decomposition temperature range, contributes to a minor peak above 400 °C, linked to its breakdown and the further degradation of carbohydrate-derived solid products.
Post-alkaline treatment, DTG curves illustrate the effective elimination of characteristic peaks associated with hemicelluloses (around 250 °C) and lignin (noted by a slight peak above 400 °C), leaving a more pronounced cellulose peak at approximately 368 °C. This sharpening of the cellulose peak post-treatment highlights the alkaline process’s efficacy in removing non-cellulosic components, thus potentially improving cellulose fibers’ thermal stability and purity for enhanced application in the textile industry. Removing hemicellulose and lignin simplifies the fiber’s thermal degradation profile and suggests a refined material better suited for applications requiring high cellulose content and thermal resilience.