Submitted:
11 November 2025
Posted:
14 November 2025
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Abstract
Keywords:
1. Introduction
2. Literature Review
Advancement in Polymer
Nanocomposites
Types of Nanocomposites
Role of Nanokaolin in HDPE Matrices
Key Takeaways
- A summary highlights the competitive performance of these materials in terms of tensile strength and modulus.
- Key studies provide strong evidence of the industrial viability of nanokaolin-recycled HDPE blends in additive manufacturing.
3. Materials and Methods
3.1. Breakdown of Methods Section
3.1.1. Methods Section – Simple Visual Aids
3.1.1.1. Flowchart of Optimization Process
- a)
- Selection of control factors
- b)
- Construction of experimental matrix
- c)
- Execution of extrusion trials
- d)
- Statistical analysis
- e)
- Filament evaluation
3.2. Diagram of Characterization Techniques
3.2.1. A Simple Illustration Shows SEM, TEM, and WAXD as the Main Steps for Analyzing the Dispersion and Microstructure
3.3. Methods (Process Optimization)
3.3.1. Optimization Approach
3.3.1.1. The Taguchi Method Was Used Within a Design of Experiments (DOE) Framework
- Extrusion temperature
- Pressure
- Time
3.3.2. Experimental Design
3.3.2.1. Orthogonal Arrays Help Explore the Effects of Multiple Factors and Their Interactions Efficiently
3.3.2.2. The Signal-to-Noise (S/N) Ratio Was Calculated for Each Experimental Run
- The “smaller-the-better” criterion was used to minimize defects and variability in the filament properties.
3.3.3. DOE Steps
- Selection of control factors
- Construction of the experimental matrix
- Execution of extrusion trials
- Statistical analysis to find the best parameter settings
3.3.4. Characterization Techniques
- Scanning Electron Microscopy (SEM)
- Transmission Electron Microscopy (TEM)
- Wide-Angle X-ray Diffraction (WAXD)
- These techniques were used to assess the distribution of nanokaolin within the HDPE matrix and connect the microstructural features with the mechanical and thermal properties.
3.3.5. Evaluation
- Optimized filaments were further tested for printability and industrial applications.
4. Breakdown of Results Section
4.1. Results Section – Key Findings Highlighted
- Tensile strength increased by up to 35%
- Thermal stability improved by about 25%
- Material costs dropped by up to 40%
- Better filament uniformity and printability achieved
- Well-dispersed nanokaolin confirmed by SEM and TEM
- Reliable performance in additive manufacturing trials
4.2. Results
4.2.1. Mechanical and Thermal Properties
- Up to 35% increase in tensile strength
- About 25% improvement in thermal stability
- Enhanced modulus and impact resistance
4.2.2. Process Optimization Outcomes
- The Taguchi method produced filaments with better uniformity and printability than the other methods.
- Signal-to-noise ratio analysis revealed the best combination of extrusion temperature, pressure, and time, minimizing the defects and variability.
4.2.3. Microstructural Analysis
- Scanning electron microscopy (SEM) and transmission electron microscopy (TEM) revealed well-dispersed nanokaolin platelets in the high-density polyethylene HDPE
4.2.4. Economic Analysis
- Material costs were reduced by up to 40% compared to virgin polymer filaments.
- Cost savings were mainly due to the use of recycled HDPE and abundant nanokaolin.
4.2.5. Industrial Viability
- The optimized filaments exhibited reliable performance in additive manufacturing trials.
- They produce components with consistent dimensional accuracy and surface quality.
4.3. Methods and Process Optimization
4.4. Optimization Techniques for Filament Production
4.5. Results
5. Discussion
6. Conclusion
Potential Limitations
- Scale-Up Challenges:
- Material Consistency:
- Application-Specific Testing:
- Environmental Impact Assessment:
- Alternative Nanofillers:
Addressing Criticisms
- Transparency in Methods:
- Statistical Rigor:
- Industrial Feasibility:
Author Contributions
Acknowledgments
Conflict of Interest
Funding Statement
References
- Thio, Y.S.; Argon, A.S.; Cohen, R.E.; et al. Toughening of isotactic polypropylene with CaCO₃ particles. Polymer 2002, 43, 3661–3674. [Google Scholar] [CrossRef]
- Mittal, V. Characterization Techniques for Polymer Nanocomposites, 1st ed.; Wiley-VCH: Weinheim, Germany, 2012; pp. 1–12. [Google Scholar] [CrossRef]
- Giannelis, E.P. Polymer-layered silicate nanocomposites. Adv. Mater. 1996, 8, 29–35. [Google Scholar] [CrossRef]
- Tarverdi, K. Improving the mechanical recycling and reuse of mixed plastics and polymer composites. In Proceedings of the 20th International BPF Composites Congress, Hinckley, UK, 17 May 2010; Woodhead Publishing; pp. 282–302. [Google Scholar] [CrossRef]
- Andrady, A.L.; Neal, M.A. Applications and societal benefits of plastics. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2009, 364, 1977–1984. [Google Scholar] [CrossRef] [PubMed]
- Pinnavaia, T.J.; Beall, G.W. Polymer-Clay Nanocomposites; Wiley: New York, NY, USA, 2000; p. xi+345. [Google Scholar] [CrossRef]
- Bevis, M.J.; Hornsby, P.R.; Lee, W.H.; et al. Recycling of polymer-matrix composites. In Concise Encyclopedia of Composite Materials; Kelly, A., Ed.; Persimmon, 2012; pp. 249–251. [Google Scholar] [CrossRef]
- Shebani, A.; Elhrari, W.; Klash, A.; et al. Effects of Libyan kaolin clay on the impact strength properties of HDPE/clay nanocomposites. Int. J. Compos. Mater. 2016, 6, 152–158. [Google Scholar] [CrossRef]
- Mustafa, S.N. Effect of kaolin on the mechanical properties of PP/PE composite material. Diyala J. Eng. Sci. 2012, 5, 162–178. [Google Scholar] [CrossRef]
- Andersen, M.E.; Clewell, H.J.; Tan, Y.M.; et al. Pharmacokinetic modelling of saturable renal resorption of perfluoroalkylacids in monkeys. Toxicology 2006, 227, 156–164. [Google Scholar] [CrossRef]
- Wenig, W.; Fiedel, H.W.; Scholl, A. Crystallization kinetics of isotactic polypropylene blended with atactic polystyrene. Colloid Polym. Sci. 1990, 168, 528–535. [Google Scholar] [CrossRef]
- Ha, M.H.; Kim, B.K. Effects of the viscosity ratio on polyolefin ternary blends. J. Appl. Polym. Sci. 2004, 91, 4027–4036. [Google Scholar] [CrossRef]
- Krishnamoorti, R.; Vaia, R.A. Polymer nanocomposites: synthesis, characterization, and modelling. ACS Symp. Ser. 2001, 804. [Google Scholar]
- Da Silva, A.L.N.; Rocha, M.C.G.; Moraes, M.A.R.; et al. Mechanical and rheological properties of composites based on polyolefin and mineral additives. Polym. Test. 2002, 21, 57–60. [Google Scholar] [CrossRef]
- Bose, S.; Mahanwar, P.A. Effect of flyash on the mechanical, thermal, dielectric, rheological, and morphological properties of filled nylon 6. J. Miner. Mater. Charact. Eng. 2004, 3, 65–89. [Google Scholar] [CrossRef]
- Tawfik, M.E.; Ahmed, N.M.; Ward, A.A. Characterization of kaolin-filled polymer composites. SPE Polym. Eng. Technol. 2018. [Google Scholar] [CrossRef]
- Shahverdi-Shahraki, K. Development of PET/Kaolin Nanocomposites with Improved Mechanical Properties. PhD thesis, Université De Montréal, Montréal, Canada, 2014. [Google Scholar]
- Zsirka, B.; Horvath, E.; Mako, E.; et al. Preparation and characterization of kaolinite nanostructures: reaction pathways, morphology and structural order. Clay Miner. 2015, 50, 329–340. [Google Scholar] [CrossRef]
- Bazli, L.; Khavandi, A.; Boutorabi, M.A.; et al. Development and characterization of silicone rubber/EPDM/nanocomposites. In Proceedings of the 12th International Seminar on Polymer Science and Technology, Tehran, Iran, November 2016. [Google Scholar]
- Marquis, D.M.; Guillaume, E.; Chivas-Joly, C. Properties of nanofillers in polymer. In Nanocomposites and Polymers with Analytical Methods; Cuppoletti, J., Ed.; IntechOpen, 2011. [Google Scholar] [CrossRef]
- Fu, S.; Sun, Z.; Huang, P.; et al. Some basic aspects of polymer nanocomposites: a critical review. Nano Mater. Sci. 2019, 1, 2–30. [Google Scholar] [CrossRef]
- Schwartz, M.M. Composite Materials, Volume I: Properties, Nondestructive Testing, and Repair; Prentice Hall PTR: New Jersey, USA, 1996; pp. 1–16. [Google Scholar]
- Marsh, R. Plastic Film Recycling from Waste Sources [PhD thesis]; University of Wales: Cardiff, UK, 2005. [Google Scholar]
- Maneshi, A. Polyethylene Clay Nanocomposites: Modeling and Experimental Investigation of Particle Morphology; May 2007. [Google Scholar]
- Pakkanen, J.; Manfredi, D.; Minetola, P.; et al. Use of recycled or biodegradable filaments for sustainability of 3D printing. In Smart Innovation; Springer, 2017. [Google Scholar] [CrossRef]
- Jagadeesh, P.; Puttegowda, M.; Rangappa, S.M.; et al. Influence of nanofillers on biodegradable composites: a comprehensive review. Polym. Compos. 2021, 42, 4782–4791. [Google Scholar] [CrossRef]
- Benco, L.; Tunega, D.; Hafner, J.; et al. Upper limit of the O–H···O hydrogen bond: ab initio study of kaolinite structure. J. Phys. Chem. B 2001, 105, 10812–10817. [Google Scholar] [CrossRef]
- Hussain, F.; Hojjati, M.; Okamoto, M.; et al. Polymer-matrix nanocomposites: processing, manufacturing, and application. J. Compos. Mater. 2006, 1, 20–22. [Google Scholar] [CrossRef]
- Oluwajobi, A.O.; Kolawole, F.O. Development and evaluation of a fused filament fabrication (FFF) printer. Niger. J. Technol. 2021, 40, 828–836. [Google Scholar] [CrossRef]
- Perkins, W.G. Polymer toughness and impact resistance. Polym. Eng. Sci. 2004, 39, 2445–2460. [Google Scholar] [CrossRef]
- Nagavally, R.R. Composite materials—history, types, fabrication techniques, advantages and applications. Int. J. Adv. Sci. Eng. Technol. 2016, 4. [Google Scholar]
- Puttegowda, M.; Rangappa, S.M.; Jawaid, M.; et al. Potential of natural/synthetic hybrid composites for aerospace applications. In Sustainable Composites for Aerospace Applications; Woodhead Publishing, 2018; pp. 315–351. [Google Scholar] [CrossRef]
- Gonzalez, E.A.S.; Olmos, D.; Gonzalez-Gaitano, G.; et al. Effect of kaolin nanofiller and processing conditions on PLA structure, morphology, and biofilm development. J. Appl. Polym. Sci. 2015. [Google Scholar] [CrossRef]
- Daniel, I.; Ishai, O. Engineering Mechanics of Composite Materials, 2nd ed.; Oxford University Press: New York, NY, USA, 2018; pp. 1–17. [Google Scholar]
- George, A. Composite materials processing. In Kirk-Othmer Encyclopedia of Chemical Technology; Wiley: New York, NY, USA, 2000. [Google Scholar] [CrossRef]
- Strong, A.B. Plastics: Materials and Processing, 3rd ed.; Pearson Prentice Hall: Upper Saddle River, NJ, USA, 2005; pp. 560–562, Published in: Mater. Manuf. Process. 1997, 12(2). [Google Scholar] [CrossRef]
- Fisher, M.M. Plastic recycling. In Plastics and the Environment; Andrady, A.L., Ed.; Wiley, 2003; pp. 563–617. [Google Scholar]
- Teh, J.W.; Rudin, A. Properties and morphology of polystyrene and linear low-density polyethylene polyblend and polyalloy. Polym. Eng. Sci. 1991, 31, 1033–1042. [Google Scholar] [CrossRef]
- Wen-Yen, C.; Shwu-Jen, F. Mechanical properties and morphology of crosslinked PP/PE blends and PP/PE/propylene–ethylene copolymer blends. J. Appl. Polym. Sci. 1985, 30, 1473–1479. [Google Scholar] [CrossRef]
- Hopewell, J.; Dvorak, R.E.; Kosior, E. Plastics recycling: challenges and opportunities. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2009, 364, 2115–2126. [Google Scholar] [CrossRef]
- Zare, Y. Recycled polymers: properties and applications. In Recycled Polymers: Properties and Applications, Vol. 2; Thakur, V.K., Ed.; Smithers Rapra Publishing: Shrewsbury, UK, 2015; ISBN 9781910242292. [Google Scholar]
- Gonzalez, J.; Albano, C.; Ichazo, M.; et al. Effects of coupling agents on mechanical and morphological behavior of the PP/HDPE blend with two different CaCO₃. Eur. Polym. J. 2002, 38, 2465–2475. [Google Scholar] [CrossRef]
- Balachandran, M.; Stanley, L.P.; Muraleekrishnan, R.; et al. Modeling NBR-layered silicate nanocomposites: a DOE approach. J. Appl. Polym. Sci. 2010, 118, 32147. [Google Scholar] [CrossRef]
- Tanahashi, M. Development of fabrication methods of filler/polymer nanocomposites: with focus on simple melt-compounding-based approach without surface modification of nanofillers. J. Mater. 2010, 3, 1593–1603. [Google Scholar] [CrossRef]
- Plastic Waste Management Institute (PWMI). An introduction to plastic recycling. PWMI: Tokyo, Japan, 2019. Available online: http://www.pwmi.or.jp (accessed on 8 October 2025).
- Domka, L.; Malicka, A.; Stachowiak, N. Production and structural investigation of polyethylene composites with modified kaolin. In Proceedings of the 7th National Symposium of Synchrotron Users and 1st National Conference on Polish Synchrotron – Experimental Beamlines, Poznan, Poland, 24–26 September 2007; Synchrotron Radiat. Nat. Sci. 2007, 6, 72.
- Obada, D.O.; Dodoo-Arhin, D.; Dauda, M.; et al. Physical and mechanical properties of porous kaolin-based ceramics at different sintering temperatures. West Indian J. Eng. 2016, 39, 72–80. [Google Scholar]
- Athreya, S.; Venkatesh, Y.D. Application of the Taguchi method for optimization of process parameters in improving the surface roughness of lathe facing operation. Int. Ref. J. Eng. Sci. 2012, 1, 13–19. [Google Scholar]
- Sulyman, M.; Haponiuk, J.; Formela, K. Utilization of recycled polyethylene terephthalate (PET) in engineering materials: a review. Int. J. Environ. Sci. Dev. 2016, 7, 100–109. [Google Scholar] [CrossRef]
- Anjana, R.; George, K.E. Reinforcing effect of nano kaolin clay on PP/HDPE blends. Int. J. Eng. Res. Appl. 2012, 2, 868–872. [Google Scholar]
- Baker, A.M.M.; Mead, J. Thermoplastics. In Modern Plastics Handbook; Harper, C.A., Ed.; McGraw-Hill: New York, NY, USA, 2000. [Google Scholar]
- Bagrodia, S.; Bash, T.; Kelly, W.; et al. Advanced materials from novel bio-based resins. In ANTEC; Cereplast Inc., 2008. [Google Scholar]
- Unal, H. Morphology and mechanical properties of composites based on polyamide 6 and mineral additives. Mater. Des. 2004, 25, 483–487. [Google Scholar] [CrossRef]
- American Plastics Council. Understanding plastic film: its uses, benefits and waste management options. American Plastics Council: Washington, DC, USA, 1996. Available online: https://p2infohouse.org/ref/47/46126.pdf (accessed on 8 October 2025).
- Barnes, D.K.A.; Galgani, F.; Thompson, R.C.; et al. Accumulation and fragmentation of plastic debris in global environments. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2009, 364, 1985–1998. [Google Scholar] [CrossRef] [PubMed]
- Rosato, D.V.; Rosato, M.V. Plastic Products Material and Process Selection Handbook; Elsevier: Oxford, UK, 2004; pp. 227–281. [Google Scholar] [CrossRef]




| Material | Ultimate Tensile Strength (MPa) | Elongation (%) | Young’s Modulus (MPa) |
|---|---|---|---|
| ABS | 19.9 – 29.1 | 1.5 – 8.9 | 1910–2050 |
| PC | 29.5–36.9 | 3–6.7 | 1620–2000 |
| PLA | 49.1–65.5 | 1.7–5.0 | 2800–3600 |
| PLA recycled once | 51 | 1.88 | 3093 ± 194 |
| PLA recycled 5 times | 48.8 | 1.68 | 3491 ± 98 |
| PLA/PHA+10–20% fibre | 20–30 | 0.9–1.1 | 3500–4000 |
| PLA/PHA+10–20% fibre water saturated | 15–20 | 0.5–0.7 | 3100–3600 |
| PLA+5% pine lignin | 40.2–43.6 | 2.31–2.83 | 2160–2200 |
| TPS/ABS biomass | 34.8–46.8 | NA | NA |
| PLA+graphite 2% | 50 | 8.1 | NA |
| PLA+graphite 8% | 62 | 6.1 | NA |
| Plastic No. | Polymer | Thermal Properties | Strength Properties | Density (Kg/m3) | ||
|---|---|---|---|---|---|---|
| Tm (oC) |
Tg (oC) |
Tensile (Pa) | Compressive (Pa) | |||
| 1 | Polyethylene Terephthalate (PET) | 245 265 |
73 80 |
48263301 72394951.5 |
75842330.2 103421359.3 |
1290 1400 |
| 2 | High Density Polyethylene (HDPE) | 130 137 |
22063223.3 31026407.8 |
18615844.6 24821126.2 |
952 965 |
|
| 3 | Polyvinyl Chloride (PVC) | 75 105 |
40679068 51710679.6 |
55158058.3 89631844.8 |
1300 1580 |
|
| 4 | Low Density Polyethylene (LDPE) | 98 115 |
-25 | 8273708.7 31371145.6 |
9652660.2 | 917 932 |
| 5 | Polypropylene (PP) | 168 175 |
-20 | 31026407.8 41368543.7 |
37921165.1 55158058.3 |
900 910 |
| 6 | Polystyrene (PS) | 74 105 |
35852737.9 51710679.6 |
82737087.5 89631844.8 |
1040 1050 |
|
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