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A Review of Solid Waste Management using System Dynamics Modeling

  • Popli, Kanchan (Department of Environmental Sciences and Biotechnology, Hallym University) ;
  • Sudibya, Gamal Luckman (Department of Environmental Sciences and Biotechnology, Hallym University) ;
  • Kim, Seungdo (Department of Environmental Sciences and Biotechnology, Hallym University)
  • Received : 2017.10.03
  • Accepted : 2017.10.24
  • Published : 2017.10.31

Abstract

Solid waste management is currently a topic of concern, particularly in the protection of humans and the environment from toxic pollutants and hazardous materials. The importance of solid waste management is recognized at international, national, and community levels. Different agendas have been prioritized and assigned to improve quality of life, productivity, and health, and reduce the burden of pollution. Suitable management of solid waste requires appropriate technology that is affordable, socially accepted, and environmentally friendly. The use of a smart management system involving system dynamics can save energy, money, and labor. System dynamics is a computer-based approach that aids in predicting the behavioral patterns of variables, and correlating dependent and independent variables. The inclusion of system dynamics-based models in solid waste management has recently become more common. In this review, we used system dynamics to determine methods to disentangle solid waste management systems and analyzed different studies on solid waste management using system dynamics in different countries in detail. We also discussed the various software packages that are available for system dynamics and their usefulness for waste management. This review may help in understanding current solid waste management practices using system dynamics.

Keywords

Solid waste;Solid waste management;System dynamics;Software

References

  1. Al-Khatib, I. A., Eleyan, D., Garfield, J., 2016, A System dynamics approach for hospital waste management in a city in a developing country: The case of Nablus, Palestine, Environmental Monitoring and Assessment, 188(9), 503. https://doi.org/10.1007/s10661-016-5487-9
  2. Apostolos, G., Chen, M., Yin, K., Veksha, A., 2017, Application of system dynamics modeling for evaluation of different recycling scenarios in Singapore, Journal of Material Cycles and Waste Management, 19(3), 1177-1185. https://doi.org/10.1007/s10163-016-0503-2
  3. Bufoni, A. L., 2017, Modeling trends in solid and hazardous waste managementm In: Sengupta, D., Agrahari, S. (eds.), Modelling Trends in Solid and Hazardous Waste Management, Springer, Singapore, 141-157.
  4. Chalupsky, H., MacGregor, R. M., 1999, STELLA - A Lisp-like language for symbolic programming with delivery in common lisp, C++ and Java, In Proceedings of the 1999 Lisp User Group Meeting, Berkeley, CA, Franz Inc., 1-8.
  5. Chifari, R., Piano, S. L., Matsumoto, S., Tasaki, T., 2017, Does recyclable separation reduce the cost of municipal waste management in Japan, Waste Management, 60, 32-41. https://doi.org/10.1016/j.wasman.2017.01.015
  6. Dace, E., Bazbauers, G., Berzina, A., Davidsen, P. I., 2014, System dynamics model for analyzing effects of eco-design policy on packaging waste management system, resources, Conservation and Recycling, 87, 175-190. https://doi.org/10.1016/j.resconrec.2014.04.004
  7. Dege, N., 2011, Technology of bottled water, (Third edition), Blackwell Publishing Ltd., Oxford, UK.
  8. Dewki, L., 2014, Solid waste management in the town of darjeeling: Environmental concern, International Journal of Humanities and Social Science Invention, 3(6), 26-34.
  9. Ding, Z., Yi, G., Tam, V. W. Y., Huang, T., 2016, A System dynamics-based environmental performance simulation of construction waste reduction management in China, Waste Management, 51, 130-141. https://doi.org/10.1016/j.wasman.2016.03.001
  10. Dodds, F., Schneeberger, K., Ullah, F., 2012, Review of implementation of agenda 21 and the rio principles, report SD21, Sustainable Development in the 21st century (SD21), New York, USA.
  11. Du, M., Peng, C., Wang, X., Chen, H., Wang, M., Zhu, Q., 2017, Quantification of methane emissions from municipal solid waste landfills in China during the past decade, Renewable and Sustainable Energy Reviews, 78, 272-279. https://doi.org/10.1016/j.rser.2017.04.082
  12. Dyson, B., Chang, N. B., 2005, Forecasting municipal solid waste generation in a fast-growing urban region with system dynamics modeling, Waste Management, 25(7), 669-679. https://doi.org/10.1016/j.wasman.2004.10.005
  13. El-Fadel, M., Findikakis, A. N., Leckie, J. O., 1997, Environmental impacts of solid waste landfilling, Journal of Environmental Management, 50(1), 1-25.
  14. El-Salam, A., Magda, M., Gaber, I. A., 2015, Impact of landfill leachate on the groundwater quality: A Case study in Egypt, Journal of Advanced Research, 6(4), 579-586. https://doi.org/10.1016/j.jare.2014.02.003
  15. Fang, S., Yu, Z., Lin, Y., Lin, Y., Fan, Y., Liao, Y., Ma, X., 2017, A Study on experimental characteristic of co-pyrolysis of municipal solid waste and paper mill sludge with additives, Applied Thermal Engineering, 111, 292-300. https://doi.org/10.1016/j.applthermaleng.2016.09.102
  16. Forrester, J. W., 1994, System dynamics, systems thinking, and soft OR, System Dynamics Review, 10(2-3), 245-256. https://doi.org/10.1002/sdr.4260100211
  17. Hamsah, M. S., Burhanuddin, S., Harianto, T., 2016, Dynamic delphi multi criteria based analysis for collaborative solid waste management decision making in Baubau municipality, Indonesia, International Journal of Engineering Research & Technology, 5, 820-829.
  18. Hao, J. L., Hills, M. J., Huang, T., 2007, A Simulation model using system dynamic method for construction and demolition waste management in Hong Kong, Construction Innovation, 7(1), 7-21. https://doi.org/10.1108/14714170710721269
  19. Homer, J., Gary, B., Hirsch, B., 2006, System dynamics modeling for public health: Background and opportunities, American Journal of Public Health, 96(3), 452-458. https://doi.org/10.2105/AJPH.2005.062059
  20. Hongyun, H., Zhang, Z., Xia, S., 2016, The crowding-out effects of garbage fees and voluntary source separation programs on waste reduction: Evidence from China, Sustainability (Switzerland), 8, 678-695. https://doi.org/10.3390/su8070678
  21. Islam, K. M. N., 2017, Municipal solid waste to energy generation: An Approach for enhancing climate co-benefits in the urban areas of Bangladesh, Renewable and Sustainable Energy Reviews, 6, 53.
  22. Joakim, K., Eklund, M., 2010, Developing a monitoring method facilitating continual improvements in the sorting of waste at recycling centres, Waste Management, 30(1), 32-40. https://doi.org/10.1016/j.wasman.2009.08.009
  23. Karavezyris, V., Timpe, K. P., Marzi, R., 2002, Application of system dynamics and fuzzy logic to forecasting of municipal solid waste, Mathematics and Computers in Simulation, 60(3), 149-158. https://doi.org/10.1016/S0378-4754(02)00010-1
  24. Kollikkathara, N., Feng, H., Yu, D., 2010, A System dynamic modeling approach for evaluating municipal solid waste generation, landfill capacity and related cost management issues, Waste Management, 30(11), 2194-2203. https://doi.org/10.1016/j.wasman.2010.05.012
  25. Kum, V., Sharp, A., Harnpornchai, N., 2005, A System dynamics study of solid waste recovery policies in Phnom Penh City, In: Proceeding of the 23rd International Conference of the System Dynamics Society, Boston, MA (CD-ROM version).
  26. Long, B., 2004, iModeller 3D Professional 2.0, Macworld, 21(9), 35.
  27. Maheshwar, D., Mittal, R. K., 2010, Future trends in computer waste generation in India, Waste Management, 30(11), 2265-2277. https://doi.org/10.1016/j.wasman.2010.06.025
  28. Marshall, R. E., Farahbakhsh, K., 2013, Systems approaches to integrated solid waste management in developing countries, Waste Management, 33(4), 988-1003. https://doi.org/10.1016/j.wasman.2012.12.023
  29. Mcallister, J., 2015, Factors influencing solid-waste management in the developing world, Master of Science (MS) Dissertation, Utah State University, USA.
  30. Mochammad, C., Tanaka, M., Shekdar, A. V., 2008, A System dynamics approach for hospital waste management, Waste Management, 28(2), 442-449. https://doi.org/10.1016/j.wasman.2007.01.007
  31. Moh, C. Y., Manaf, L. A., 2017, Solid waste management transformation and future challenges of source separation and recycling practice in Malaysia, Resources, Conservation and Recycling, 116, 1-14. https://doi.org/10.1016/j.resconrec.2016.09.012
  32. Mohammad, A., 2014, Barriers of commercial power generation using biomass gasification gas: A Review, Renewable and Sustainable Energy Reviews, 29, 201-215. https://doi.org/10.1016/j.rser.2013.08.074
  33. Mohammed, K. S., 2012, The importance of recycling in solid waste management, Macromolecular Symposia, 320(1), 43-49.
  34. Mombelli, D., Mapelli, C., Barella, S., Gruttadauria, A., Landro, U. D., 2015, Laboratory investigation of waelz slag stabilization, Process Safety and Environmental Protection, 94, 227-238. https://doi.org/10.1016/j.psep.2014.06.015
  35. Moyano, M., Ignacio, J., Richardson, G. P., 2013, Best practices in system dynamics modeling, System Dynamics Review, 29(2), 102-123. https://doi.org/10.1002/sdr.1495
  36. Nassar, U. A., 2017, Expansion of the prophet mosque as a catalyst for sustainable urban development in Al-Madinah Almunawarah in Saudi Arabia, 2(1), 99-115.
  37. Nesli, C., 2013, A System dynamics approach for the determination of adverse health impacts of healthcare waste incinerators and landfill sites on employees, Environmental Management and Sustainable Development, 2(2), 7-28.
  38. Nesli, C., Barton, J. R., 2012, A System dynamics approach for healthcare waste management: A Case study in Istanbul metropolitan city, Turkey, Waste Management & Research, 30(6), 576-586. https://doi.org/10.1177/0734242X12443405
  39. Nuria, C., Candamio, L. V., Corti, I. N., 2014, A Dynamic model for construction and demolition (C&D) waste management in Spain: Driving policies based on economic incentives and tax penalties, Sustainability, 6(1), 416-435. https://doi.org/10.3390/su6010416
  40. Ojoawo, S. O., Agbede, O. A., Sangodoyin, A. Y., 2012, System dynamics modeling of dumpsite leachate control in Ogbomosoland, Nigeria, Journal of Environmental Protection, 3(1), 120-128. https://doi.org/10.4236/jep.2012.31015
  41. Pai, R. R., Rodrigues, L. L. R., Mathew, A. O., Hebbar, S., 2014, Impact of urbanization on municipal solid waste management: A System dynamics approach, International Journal of Renewable Energy and Environmental Engineering, 2(1), 31-37.
  42. Parate, M. U., Shinde, R., 2016, Transportation management in Pune City, International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), 2(4), 166-169.
  43. Pires, A., Martinho, G., Chang, N. B., 2011, Solid waste management in European countries: A Review of systems analysis techniques, Journal of Environmental Management, 92(4), 1033-1050.
  44. Pomberger, R., Sarc, R., Lorber, K. E., 2017, Dynamic visualisation of municipal waste management performance in the EU using ternary diagram method, Waste Management, 61, 558-571. https://doi.org/10.1016/j.wasman.2017.01.018
  45. Pubule, J., Blumberga, A., Romagnoli, F., Blumberga, D., 2015, Finding an optimal solution for biowaste management in the Baltic States, Journal of Cleaner Production, 88, 214-223. https://doi.org/10.1016/j.jclepro.2014.04.053
  46. Robert, G., Marcin, P., Marek, M., 2017, Analysis of picked up fraction changes on the process of manual waste sorting, Procedia Engineering, 178, 349-358. https://doi.org/10.1016/j.proeng.2017.01.063
  47. Sabo, H. B., Haruna, M., 2015, Environmental strategy and management in the speed of change: A Study of recycling approach as valuable lesson for Africans, 5(1).
  48. Schiopu, A. M., Ghinea, C., 2013, Municipal solid waste management and treatment of effluents resulting from their landfilling, Environmental Engineering and Management Journal, 12(8), 1699-1719.
  49. Scott, F. R., 2014, Insight maker: A General-purpose tool for web-based modeling & simulation, Simulation Modelling Practice and Theory, 47, 28-45. https://doi.org/10.1016/j.simpat.2014.03.013
  50. Shukla, R., 2016, Review article - Smart waste management, Asian Journal of Pharmaceutical Education and Research, 5(2), 48-54.
  51. Sitarz, D., 1993, The earth summit strategy to save our planet, United States: Boulder, CO (United States), EarthPress.
  52. Sterman, J. D., 2001, System dynamics modeling: Tools for learning in a complex world, California Management Review, 43(4), 8-25.
  53. Sufian, M. A., Bala, B. K., 2007, Modeling of urban solid waste management system: The case of Dhaka city, waste management, 27(7), 858-868. https://doi.org/10.1016/j.wasman.2006.04.011
  54. Sukholthaman, P., Sharp, A., 2016, A System dynamics model to evaluate effects of source separation of municipal solid waste management: A Case of Bangkok, Thailand, Waste Management, 52, 50-61. https://doi.org/10.1016/j.wasman.2016.03.026
  55. Sumari, S., Ibrahim, R., 2013, Comparing three simulation model using taxonomy: System dynamic simulation, discrete event simulation and agent based simulation, International Journal of Management Excellence, 1(3), 4-9.
  56. Tackett, T., Jacobs, D., Carlstad, C., Riverson, J., 2013, Evaluating and implementing Seattle's green stormwater infrastructure approaches at a creek watershed scale, Proceedings of the Water Environment Federation, 9, 6017-6041.
  57. Talyan, V., Dahiya, R. P., Anand, S., Sreekrishnan, T. R., 2007, Quantification of methane emission from municipal solid waste disposal in Delhi, Resources, Conservation and Recycling, 50(3), 240-259. https://doi.org/10.1016/j.resconrec.2006.06.002
  58. Tisue, S., Wilensky, U., 2004, NetLogo: A Simple environment for modeling complexity, 1-10. Ventana Simulation Environment - User's Guide Version 6, 2016, http://vensim.com/docs/
  59. Vinkenburg, C. J., 2017, Engaging gatekeepers, optimizing decision making, and mitigating bias: Design specifications for systemic diversity interventions, The Journal of Applied Behavioral Science, 53(2), 212-234. https://doi.org/10.1177/0021886317703292
  60. Wahid, S. S., 2012, Assessment of physiochemical properties for hazardous (biomedical) waste categories: A Case study in 'hospitals of Minia governorate cities, Egypt', 31(2).
  61. Wahid, S. S., Governorate, M., 2013, Design criteria for the hazardous (biomedical) waste incineration plants for hospitals, 32(1).
  62. Wang, Y., Cheng, K., Weidong, W., Tian, H., Yi, P., Zhi, G., Fan, J., Liu, S., 2017, Atmospheric emissions of typical toxic heavy metals from open burning of municipal solid waste in China, Atmospheric Environment, 152, 6-15. https://doi.org/10.1016/j.atmosenv.2016.12.017
  63. Wiles, C. C., 1987, A Review of solidification/ stabilization technology, Journal of Hazardous Materials, 14(1), 5-21. https://doi.org/10.1016/0304-3894(87)87002-4
  64. Yuan, H., Wang, J., 2014, A System dynamics model for determining the waste disposal charging fee in construction, European Journal of Operational Research, 237(3), 988-996. https://doi.org/10.1016/j.ejor.2014.02.034
  65. Zanjani, A. J., Saeedi, M., Kiani, B., Vosoogh, A., 2012, The effect of the waste separation policy in municipal solid waste management using the system dynamic approach, International Journal of Environmental Health Engineering, Medknow Publications & Media Pvt. Ltd., 1(1), 1-5. https://doi.org/10.4103/2277-9183.94385
  66. Zhang, H., Liu, J., Wen, Z., Chen, Y. X., 2017, College students' municipal solid waste source separation behavior and its influential factors: A Case study in Beijing, China, Journal of Cleaner Production, 164, 444-454. https://doi.org/10.1016/j.jclepro.2017.06.224
  67. Zhao, R., Xi, B., Liu, Y., Su, J., Liu, S., 2017, Economic potential of leachate evaporation by using landfill gas: A System dynamics approach, Resources, Conservation and Recycling, 124, 74-84. https://doi.org/10.1016/j.resconrec.2017.04.010
  68. Zhao, W., Ren, H., Rotter, V. S., 2011, A System dynamics model for evaluating the alternative of type in construction and demolition waste recycling center The case of Chongqing, China, Resources, Conservation and Recycling, 55(11), 933-944. https://doi.org/10.1016/j.resconrec.2011.04.011
  69. Zhuang, Y., Wu, S. W., Wang, Y. L., Wu, W. X., Chen, Y. X., 2008, Source separation of household waste: A Case study in China, Waste Management, New York, 28(10), 2022-2030. https://doi.org/10.1016/j.wasman.2007.08.012