Citation: | Hardik Joshi, Mehmet Yavuz, Necati Özdemir. ANALYSIS OF NOVEL FRACTIONAL ORDER PLASTIC WASTE MODEL AND ITS EFFECTS ON AIR POLLUTION WITH TREATMENT MECHANISM[J]. Journal of Applied Analysis & Computation, 2024, 14(6): 3078-3098. doi: 10.11948/20230453 |
In the present era, the plastic waste problem is a global challenge due to its massive production. The post-use of waste plastic influences the earth's environment, human life, marine life, and ocean. Thus there is a necessity to develop good strategies for the exclusion of plastic waste. Because of this, an extension is paid on the procedure of burning and recycling plastic waste. As a case study, the four-dimensional systems of ordinary differential equations are developed to estimate the effects of burned plastic and recycled plastic on air pollution. The well-posedness and qualitative properties are discussed. The reproduction number of the plastic waste model and local and global stability are discussed in detail. The effect of influence parameters is systematically investigated by numerical experiments. The numerical results provide a better strategy to restrict air pollution and ensure a good climate, earth's environment, and healthy human life.
[1] | Y. N. Anjam, M. Yavuz, M. ur Rahman and A. Batool, Analysis of a fractional pollution model in a system of three interconnecting lakes, AIMS Biophys., 2023, 10(2), 220–240. doi: 10.3934/biophy.2023014 |
[2] | D. Baleanu, S. M. Aydogan, H. Mohammadi and S. Rezapour, On modelling of epidemic childhood diseases with the Caputo-Fabrizio derivative by using the Laplace Adomian decomposition method, Alexandria Eng. J., 2020, 59(5), 3029–3039. doi: 10.1016/j.aej.2020.05.007 |
[3] | D. Baleanu, K. Diethelm, E. Scalas and J. J. Trujillo, Fractional Calculus: Models and Numerical Methods, World Sci., 2012. |
[4] | M. Barma, H. K. Biniyamin, U. M. Modibbo and H. M. Gaya, Mathematical model for the optimization of municipal solid waste management, Front. Sustain., 2022, 3, 18. |
[5] | A. Chatterjee and S. Pal, A predator-prey model for the optimal control of fish harvesting through the imposition of a tax, Int. J. Optim. Control: Theor., 2023, 13(1), 68–80. |
[6] | S. Chaturvedi, B. P. Yadav, N. A. Siddiqui and S. K. Chaturvedi, Mathematical modelling and analysis of plastic waste pollution and its impact on the ocean surface, J. Ocean Eng. Sci., 2020, 5(2), 136–163. doi: 10.1016/j.joes.2019.09.005 |
[7] | J. Chu, H. Liu and A. Salvo, Air pollution as a determinant of food delivery and related plastic waste, Nat. Hum. Behav., 2021, 5(2), 212–220. |
[8] | J. Colwell, S. Pratt, P. Lant and B. Laycock, Hazardous state lifetimes of biodegradable plastics in natural environments, Sci. Total Environ., 2023, 165025. |
[9] | J. Danane, M. Yavuz and M. Yıldız, Stochastic modeling of three-species Prey–Predator model driven by Lévy jump with mixed holling-Ⅱ and Beddington–DeAngelis functional responses, Fractal Fract., 2023, 7(10), 751. doi: 10.3390/fractalfract7100751 |
[10] | F. Degli-Innocenti, M. Barbale, S. Chinaglia, E. Esposito, M. Pecchiari, F. Razza and M. Tosin, Analysis of the microplastic emission potential of a starch-based biodegradable plastic material, Polym. Degrad. Stab., 2022, 199, 109934. doi: 10.1016/j.polymdegradstab.2022.109934 |
[11] | O. Diekmann, J. A. P. Heesterbeek and M. G. Roberts, The construction of next-generation matrices for compartmental epidemic models, J. R. Soc. Interface, 2010, 7(47), 873–885. doi: 10.1098/rsif.2009.0386 |
[12] | K. Diethelm, The Analysis of Fractional Differential Equations: An Application-Oriented Exposition Using Differential Operators of Caputo Type, Springer-Verlag Berlin Heidelberg, 2010. |
[13] | K. Diethelm, N. J. Ford and A. D. Freed, A predictor-corrector approach for the numerical solution of fractional differential equations, Nonlinear Dyn., 2002, 29, 3–22. doi: 10.1023/A:1016592219341 |
[14] | F. Evirgen, F. Ozköse, M. Yavuz and N. Ozdemir, Real data-based optimal control strategies for assessing the impact of the Omicron variant on heart attacks, AIMS Bioeng., 2023, 10, 218–239. doi: 10.3934/bioeng.2023015 |
[15] | F. Evirgen, E. Uçar, S. Uçar and N. Özdemir, Modelling influenza a disease dynamics under Caputo-Fabrizio fractional derivative with distinct contact rates, Mathematical Modelling and Numerical Simulation with Applications, 2023, 3(1), 58–72. doi: 10.53391/mmnsa.1274004 |
[16] | F. Evirgen and M. Yavuz, An alternative approach for nonlinear optimization problem with Caputo-Fabrizio derivative, in ITM Web of Conferences, EDP Sciences, 2018, 22, 01009. |
[17] | B. Fatima, M. Yavuz, M. ur Rahman, A. Althobaiti and S. Althobaiti, Predictive modeling and control strategies for the transmission of middle east respiratory syndrome coronavirus, Mathematical and Computational Applications, 2023, 28(5), 98. doi: 10.3390/mca28050098 |
[18] | T. P. Haider, C. Völker, J. Kramm, K. Landfester and F. R. Wurm, Plastics of the future? The impact of biodegradable polymers on the environment and on society, Angewandte Chemie International Edition, 2019, 58(1), 50–62. doi: 10.1002/anie.201805766 |
[19] | M. Izadi, M. Parsamanesh and W. Adel, Numerical and stability investigations of the waste plastic management model in the ocean system, Math., 2022, 10(23), 4601. doi: 10.3390/math10234601 |
[20] | A. Jha, N. Adlakha and B. K. Jha, Finite element model to study effect of Na+ - Ca2+ exchangers and source geometry on calcium dynamics in a neuron cell, J. Mech. Med. Biol., 2015, 16(2), 1–22. |
[21] | B. K. Jha and H. Joshi, A fractional mathematical model to study the effect of buffer and endoplasmic reticulum on cytosolic calcium concentration in nerve cells, in Fractional Calculus in Medical and Health Science, Boca Raton, FL: CRC Press/Taylor & Francis Group, [2021]: CRC Press, 2020, 211–227. |
[22] |
B. K. Jha, V. H. Vatsal and H. Joshi, A fractional approach to study of calcium advection distribution and VGCC in astrocyte, in 2023 International Conference on Fractional Differentiation and its Applications, 2023, (ICFDA), IEEE, 1–5. DOI: |
[23] | H. Joshi and B. K. Jha, A mathematical model to study the role of buffer and ER flux on calcium distribution in nerve cells, in Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy: Proceedings of the First International Conference, MMCITRE 2020, 2021, 1287, 265–273. |
[24] | H. Joshi and B. K. Jha, 2D memory-based mathematical analysis for the combined impact of calcium influx and efflux on nerve cells, Comput. Math. Appl., 2023, 134, 33–44. doi: 10.1016/j.camwa.2022.12.016 |
[25] | H. Joshi and M. Yavuz, Transition dynamics between a novel coinfection model of fractional-order for COVID-19 and tuberculosis via a treatment mechanism, Eur. Phys. J. Plus, 2023, 138(5), 468. doi: 10.1140/epjp/s13360-023-04095-x |
[26] | H. Joshi, M. Yavuz and I. Stamova, Analysis of the disturbance effect in intracellular calcium dynamic on fibroblast cells with an exponential kernel law, Bulletin of Biomathematics, 2023, 1(1), 24–39. |
[27] | H. Joshi, M. Yavuz, S. Townley and B. K. Jha, Stability analysis of a non-singular fractional-order COVID-19 model with nonlinear incidence and treatment rate, Phys. Scr., 2023, 98(4), 045216. doi: 10.1088/1402-4896/acbe7a |
[28] | Q. V. Khuc, T. Dang, M. Tran, D. T. Nguyen, T. Nguyen, P. Pham and T. Tran, Household-level strategies to tackle plastic waste pollution in a transitional country, Urban Science, 2023, 7(1), 20. doi: 10.3390/urbansci7010020 |
[29] | P. Kumar and V. S. Erturk, Dynamics of cholera disease by using two recent fractional numerical methods, Mathematical Modelling and Numerical Simulation with Applications, 2021, 1(2), 102–111. doi: 10.53391/mmnsa.2021.01.010 |
[30] | M. Y. Li, H. L. Smith and L. Wang, Global dynamics of an seir epidemic model with vertical transmission, SIAM J. Appl. Math., 2001, 62(1), 58–69. doi: 10.1137/S0036139999359860 |
[31] | R. L. Magin, Fractional Calculus in Bioengineering, Begell House, 2006. |
[32] | D. Matignon, Stability results for fractional differential equations with applications to control processing, Comput. Eng. Syst. Appl., 1996, 2(1), 963–968. |
[33] | A. Munson, A harmonic oscillator model of atmospheric dynamics using the Newton-Kepler planetary approach, Mathematical Modelling and Numerical Simulation with Applications, 2023, 3(3), 216–233. doi: 10.53391/mmnsa.1332893 |
[34] | P. A. Naik, Z. Eskandari, H. E. Shahkari and K. M. Owolabi, Bifurcation analysis of a discrete-time prey-predator model, Bulletin of Biomathematics, 2023, 1(2), 111–123. |
[35] | P. A. Naik, M. Yavuz, S. Qureshi, J. Zu and S. Townley, Modeling and analysis of COVID-19 epidemics with treatment in fractional derivatives using real data from Pakistan, Eur. Phys. J. Plus, 2020, 135(10), 1–42. |
[36] | P. A. Naik, M. Yavuz and J. Zu, The role of prostitution on HIV transmission with memory: A modeling approach, Alexandria Eng. J., 2020, 59(4), 2513–2531. doi: 10.1016/j.aej.2020.04.016 |
[37] | I. Podlubny, Fractional Differential Equations: An Introduction to Fractional Derivatives, Fractional Differential Equations, to Methods of their Solution and some of their, 1st Editio. Academic Press, Elsevier, 1998. |
[38] | D. G. Prakasha, P. Veeresha and H. M. Baskonus, Analysis of the dynamics of hepatitis E virus using the Atangana-Baleanu fractional derivative, Eur. Phys. J. Plus, 2019, 134(5), 1–11. |
[39] | P. Rana, K. Chaudhary, S. Chauhan, M. Barik and B. K. Jha, Dynamic analysis of mother-to-child transmission of hiv and antiretroviral treatment as optimal control, Commun. Math. Biol. Neurosci., 2022, 2022, 45. |
[40] | S. G. Samko, A. A. Kilbas and O. I. Marichev, Fractional Integrals and Derivatives: Theory and Applications, Gordon and Breach Science Publishers, 1993. |
[41] | N. A. Shah, A. O. Popoola, T. Oreyeni, E. Omokhuale and M. M. Altine, A modelling of bioconvective flow existing with tiny particles and quartic autocatalysis reaction across stratified upper horizontal surface of a paraboloid of revolution, Mathematical Modelling and Numerical Simulation with Applications, 2023, 3(1), 74–100. doi: 10.53391/mmnsa.1280184 |
[42] | T. Singh, Vaishali and N. Adlakha, Numerical investigations and simulation of calcium distribution in the alpha-cell, Bulletin of Biomathematics, 2023, 1(1), 40–57. |
[43] | M. F. Tabassum, et al., Differential gradient evolution plus algorithm for constraint optimization problems: A hybrid approach, Int. J. Optim. Control: Theor., 2021, 11(2), 158–177. |
[44] | A. B. Tufail, et al., Deep learning in cancer diagnosis and prognosis prediction: A minireview on challenges, recent trends, and future directions, Comput. Math. Methods Med., 2021, 2021, 1–28. |
[45] | C. Vargas-De-León, Volterra-type Lyapunov functions for fractional-order epidemic systems, Commun. Nonlinear Sci. Numer. Simul., 2015, 24(1–3), 75–85. |
[46] | G. C. Vega, A. Gross and M. Birkved, The impacts of plastic products on air pollution-A simulation study for advanced life cycle inventories of plastics covering secondary microplastic production, Sustain. Prod. Consum., 2021, 28, 848–865. doi: 10.1016/j.spc.2021.07.008 |
[47] |
World Health Organization, Ambient (Outdoor) Air Pollution [Online]. Available: |
[48] | S. Zhang, et al., Microplastics in the environment: A review of analytical methods, distribution, and biological effects, Trends Analyt Chem., 2019, 111, 62–72. doi: 10.1016/j.trac.2018.12.002 |
Flow diagram of the PBRA model.
Dynamic behavior of the PBRA model.
Effect of burning rate on air pollution for (a)
Effect of recycling rate on air pollution for (a)
Effect of reused plastic on air pollution for (a)
Effect of air pollution due to burned plastic on air pollution for (a)
Effect of air pollution due to recycling plastic on air pollution for (a)
Phase diagram of burned plastic against air pollution.
Phase diagram of recycled plastic against air pollution.