Research article Special Issues

Analysis of a fractional pollution model in a system of three interconnecting lakes

  • Received: 10 February 2023 Revised: 18 May 2023 Accepted: 24 May 2023 Published: 31 May 2023
  • Water pollution is a critical global concern that demands ongoing scrutiny and revision of water resource policies at all levels to safeguard a healthy living environment. In this study, we focus on examining the dynamics of a fractional-order model involving three interconnected lakes, utilizing the Caputo differential operator. The aim is to investigate the issue of lake pollution by analyzing a system of linear equations that represent the interconnecting waterways. To numerically solve the model, we employ two methods: The Laplace transform with the Adomian decomposition method (LADM) and the Homotopy perturbation method (HPM). We compare the obtained numerical solutions from both methods and present the results. The study encompasses three variations of the model: the periodic input model, the exponentially decaying input model, and the linear input model. MATLAB is employed to conduct numerical simulations for the proposed scheme, considering various fractional orders. The numerical results are further supported by informative graphical illustrations. Through simulation, we validate the suitability of the proposed model for addressing the issue at hand. The outcomes of this research contribute to the understanding and management of water pollution, aiding policymakers and researchers in formulating effective strategies for maintaining water quality and protecting our environment.

    Citation: Yasir Nadeem Anjam, Mehmet Yavuz, Mati ur Rahman, Amna Batool. Analysis of a fractional pollution model in a system of three interconnecting lakes[J]. AIMS Biophysics, 2023, 10(2): 220-240. doi: 10.3934/biophy.2023014

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  • Water pollution is a critical global concern that demands ongoing scrutiny and revision of water resource policies at all levels to safeguard a healthy living environment. In this study, we focus on examining the dynamics of a fractional-order model involving three interconnected lakes, utilizing the Caputo differential operator. The aim is to investigate the issue of lake pollution by analyzing a system of linear equations that represent the interconnecting waterways. To numerically solve the model, we employ two methods: The Laplace transform with the Adomian decomposition method (LADM) and the Homotopy perturbation method (HPM). We compare the obtained numerical solutions from both methods and present the results. The study encompasses three variations of the model: the periodic input model, the exponentially decaying input model, and the linear input model. MATLAB is employed to conduct numerical simulations for the proposed scheme, considering various fractional orders. The numerical results are further supported by informative graphical illustrations. Through simulation, we validate the suitability of the proposed model for addressing the issue at hand. The outcomes of this research contribute to the understanding and management of water pollution, aiding policymakers and researchers in formulating effective strategies for maintaining water quality and protecting our environment.



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    The authors declare they have not used Artificial Intelligence (AI) tools in the creation of this article.

    Conflict of interest



    Mehmet Yavuz is a guest editor for AIMS Biophysics and was not involved in the editorial review or the decision to publish this article. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

    Author's contributions



    All the authors contributed equally to the writing of this paper. All authors have read and agreed to the published version of the manuscript.

    [1] Dass CA, Nithya T, Priya S (2018) A study on problems and solution of lake pollution (With special reference form Tirupattur, Vellore district). Int J Stat Appl Math 3: 41-45.
    [2] Hill MK (2020) Understanding Environmental Pollution.Cambridge University Press. https://doi.org/10.1017/CBO9780511840654
    [3] Yüzbaşı Ş, Şahin N, Sezer M (2012) A collocation approach to solving the model of pollution for a system of lakes. Math Comput Model 55: 330-341. https://doi.org/10.1016/j.mcm.2011.08.007
    [4] MERDAN M (2009) Homotopy perturbation method for solving modelling the pollution of a system of lakes. Süleyman Demirel University Faculty of Arts and Science Journal of Science 4: 99-111. https://doi.org/10.29233/sdufeffd.134670
    [5] Benhammouda B, Vazquez-Leal H, Hernandez-Martinez L (2014) Modified differential transform method for solving the model of pollution for a system of lakes. Discrete Dyn Nat Soc 2014: 645726. https://doi.org/10.1155/2014/645726
    [6] Haq EU (2020) Analytical solution of fractional model of pollution for a system lakes. Comput Res Prog Appl Sci Eng 6: 302-308.
    [7] Akgül EK, Akgül A, Yavuz M (2021) New illustrative applications of integral transforms to financial models with different fractional derivatives. Chaos Soliton Fract 146: 110877. https://doi.org/10.1016/j.chaos.2021.110877
    [8] Veeresha P, Yavuz M, Baishya C (2021) A computational approach for shallow water forced Korteweg–De Vries equation on critical flow over a hole with three fractional operators. Int J Optim Control: Theories Appl 11: 52-67. https://doi.org/10.11121/ijocta.2021.1177
    [9] Pak S (2009) Solitary wave solutions for the RLW equation by He's semi inverse method. Int J Nonlin Sci Num 10: 505-508. https://doi.org/10.1515/IJNSNS.2009.10.4.505
    [10] Lin MX, Deng CY, Chen COK (2022) Free vibration analysis of non-uniform Bernoulli beam by using Laplace Adomian decomposition method. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science : 7068-7078. https://doi.org/10.1177/09544062221077
    [11] Atokolo W, Aja RO, Aniaku SE, et al. (2022) Approximate solution of the fractional order sterile insect technology model via the Laplace–Adomian Decomposition Method for the spread of Zika virus disease. Int J Math Math Sci 2022: 2297630. https://doi.org/10.1155/2022/2297630
    [12] Ebiwareme L, Kormane FAP, Odok EO (2022) Simulation of unsteady MHD flow of incompressible fluid between two parallel plates using Laplace-Adomian decomposition method. World J Adv Res Rev 14: 136-145. https://doi.org/10.30574/wjarr.2022.14.3.0456
    [13] Vennila B, Nithya N, Kabilan M (2022) Outcome of a magnetic field on heat transfer of carbon nanotubes (CNTs)-suspended nanofluids by shooting type Laplace–Adomian decomposition method (LADM). In Sustainable Building Materials and Construction: Select Proceedings of ICSBMC 2021 : 153-160. https://doi.org/10.1007/978-981-16-8496-8_19
    [14] Naik PA, Eskandari Z, Shahraki HE (2021) Flip and generalized flip bifurcations of a two-dimensional discrete-time chemical model. Math Model Numer Simul Appl 1: 95-101. https://doi.org/10.53391/mmnsa.2021.01.009
    [15] Naik PA, Owolabi KM, Yavuz M, et al. (2020) Chaotic dynamics of a fractional order HIV-1 model involving AIDS-related cancer cells. Chaos, Soliton Fract 140: 110272. https://doi.org/10.1016/j.chaos.2020.110272
    [16] Ahmad A, Farman M, Naik P, et al. (2021) Modeling and numerical investigation of fractional-order bovine babesiosis disease. Numer Meth Part D E 37: 1946-1964. https://doi.org/10.1002/num.22632
    [17] Joshi H, Yavuz M, Stamova I (2023) Analysis of the disturbance effect in intracellular calcium dynamic on fibroblast cells with an exponential kernel law. Bull Biomath 1: 24-39. https://doi.org/10.59292/bulletinbiomath.2023002
    [18] Evirgen F, Esmehan UÇAR, Sümeyra UÇAR, et al. (2023) Modelling influenza a disease dynamics under Caputo-Fabrizio fractional derivative with distinct contact rates. Math Model Numer Simul Appl 3: 58-72. https://doi.org/10.53391/mmnsa.1274004
    [19] Joshi H, Yavuz M, Townley S, et al. (2023) Stability analysis of a non-singular fractional-order covid-19 model with nonlinear incidence and treatment rate. Phys Scripta 98: 045216. https://doi.org/10.1088/1402-4896/acbe7a
    [20] Atede AO, Omame A, Inyama SC (2023) A fractional order vaccination model for COVID-19 incorporating environmental transmission: a case study using Nigerian data. Bull Biomath 1: 78-110. https://doi.org/10.59292/bulletinbiomath.2023005
    [21] Rahman M, Arfan M, Baleanu D (2023) Piecewise fractional analysis of the migration effect in plant-pathogen-herbivore interactions. Bull Biomath 1: 1-23. https://doi.org/10.59292/bulletinbiomath.2023001
    [22] Iwa LL, Nwajeri UK, Atede AO, et al. (2023) Malaria and cholera co-dynamic model analysis furnished with fractional-order differential equations. Math Model and Numer Simul Appl 3: 33-57. https://doi.org/10.53391/mmnsa.1273982
    [23] Joshi H, Jha BK, Yavuz M (2023) Modelling and analysis of fractional-order vaccination model for control of COVID-19 outbreak using real data. Math Biosci Eng 20: 213-240. https://doi.org/10.3934/mbe.2023010
    [24] Aguirre J, Tully D Lake pollution model (1999).
    [25] Prakasha DG, Veeresha P (2020) Analysis of Lakes pollution model with Mittag-Leffler kernel. J Ocean Eng Sci 5: 310-322. https://doi.org/10.1016/j.joes.2020.01.004
    [26] Khalid M, Sultana M, Zaidi F, et al. (2015) Solving polluted lakes system by using perturbation-iteration method. Int J Comput Appl 114: 1-7. https://doi.org/10.5120/19963-1800
    [27] Biazar J, Farrokhi L, Islam MR (2006) Modeling the pollution of a system of lakes. Appl Math Comput 178: 423-430. https://doi.org/10.1016/j.amc.2005.11.056
    [28] Biazar J, Shahbala M, Ebrahimi H (2010) VIM for solving the pollution problem of a system of lakes. J Control Sci Eng 2010: 829152. https://doi.org/10.1155/2010/829152
    [29] Bildik N, Deniz S (2019) A new fractional analysis on the polluted lakes system. Chaos, Soliton Fract 122: 17-24. https://doi.org/10.1016/j.chaos.2019.02.001
    [30] Baleanu D, Diethelm K, Scalas E, et al. (2012) Fractional Calculus: Models and Numerical Methods.World Scientific. https://doi.org/10.1142/8180
    [31] Sun H, Zhang Y, Baleanu D, et al. (2018) A new collection of real world applications of fractional calculus in science and engineering. Commun Nonlinear Sci 64: 213-231. https://doi.org/10.1016/j.cnsns.2018.04.019
    [32] Caputo M, Fabrizio M (2016) Applications of new time and spatial fractional derivatives with exponential kernels. Prog Fract Differ Appl 2: 1-11. https://doi.org/10.18576/pfda/020101
    [33] El-Saka HAA (2014) The fractional-order SIS epidemic model with variable population size. J Egypt Math Soc 22: 50-54. https://doi.org/10.1016/j.joems.2013.06.006
    [34] Atangana A (2021) Mathematical model of survival of fractional calculus, critics and their impact: How singular is our world?. Adv Differ Equ 2021: 1-59. https://doi.org/10.1186/s13662-021-03494-7
    [35] Caponetto R (2010) Fractional Order Systems: Modeling and Control Applications.World Scientific. https://doi.org/10.1142/7709
    [36] Saadatmandi A, Dehghan M (2010) A new operational matrix for solving fractional-order differential equations. Comput Math Appl 59: 1326-1336. https://doi.org/10.1016/j.camwa.2009.07.006
    [37] Kazem S, Abbasbandy S, Kumar S (2013) Fractional-order Legendre functions for solving fractional-order differential equations. Appl Math Model 37: 5498-5510. https://doi.org/10.1016/j.apm.2012.10.026
    [38] Podlubny I (1999) Fractional Differential Equations, Mathematics in Science and Engineering.Technical University of Kosice 1-340.
    [39] Kilbas AA, Trujillo JJ (2001) Differential equations of fractional order: methods results and problem—I. Appl Anal 78: 153-192. https://doi.org/10.1080/00036810108840931
    [40] Liu X, Rahman ur M, Ahmad S, et al. (2022) A new fractional infectious disease model under the non-singular Mittag–Leffler derivative. Waves in Random and Complex Media : 1-27. https://doi.org/10.1080/17455030.2022.2036386
    [41] Caputo M Elasticitá e dissipazione (Elasticity and anelastic dissipation) (1969)4: 98.
    [42] Caputo M, Fabrizio M (2021) On the singular kernels for fractional derivatives, Some applications to partial differential equations. Progr Fract Differ Appl 7: 1-4. http://dx.doi.org/10.18576/pfda/0070201
    [43] Biazar J (2006) Solution of the epidemic model by Adomian decomposition method. Appl Math Comput 173: 1101-1106. https://doi.org/10.1016/j.amc.2005.04.036
    [44] Rafei M, Ganji DD, Daniali H (2007) Solution of the epidemic model by homotopy perturbation method. Appl Math Comput 187: 1056-1062. https://doi.org/10.1016/j.amc.2006.09.019
    [45] Miller KS, Ross B An introduction to the fractional calculus and fractional differential equations, Wiley (1993).
    [46] Hassan HN, El-Tawil MA (2011) A new technique of using homotopy analysis method for solving high-order nonlinear differential equations. Math Methods Appl Sci 34: 728-742. https://doi.org/10.1002/mma.1400
    [47] He JH (2014) A tutorial review on fractal spacetime and fractional calculus. Int J Theor Phys 53: 3698-3718. https://doi.org/10.1007/s10773-014-2123-8
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