IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v60y2002i3p149-158.html
   My bibliography  Save this article

Application of system dynamics and fuzzy logic to forecasting of municipal solid waste

Author

Listed:
  • Karavezyris, Vassilios
  • Timpe, Klaus-Peter
  • Marzi, Ruth

Abstract

In this paper a model of waste management systems is presented that is based on system dynamics. Expert knowledge on influences and parameter estimations may seriously vary and thus lead to different simulation results. Linguistic variables are one possible way to deal with the problem of experts describing influences in a qualitative way and the need for quantitative data as a basis for simulation. Applying fuzzy logic may enhance confidence in the validity of the model.

Suggested Citation

  • Karavezyris, Vassilios & Timpe, Klaus-Peter & Marzi, Ruth, 2002. "Application of system dynamics and fuzzy logic to forecasting of municipal solid waste," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 60(3), pages 149-158.
    • Handle: RePEc:eee:matcom:v:60:y:2002:i:3:p:149-158
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378475402000101
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang Xiao-jun & Zhang Jian-yun & Shahid Shamsuddin & He Rui-min & Xia Xing-hui & Mou Xin-li, 2015. "Potential impact of climate change on future water demand in Yulin city, Northwest China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(1), pages 1-19, January.
    2. Cheng, Yung-Hsiang & Chang, Yu-Hern & Lu, I.J., 2015. "Urban transportation energy and carbon dioxide emission reduction strategies," Applied Energy, Elsevier, vol. 157(C), pages 953-973.
    3. Dace, Elina & Bazbauers, Gatis & Berzina, Alise & Davidsen, Pål I., 2014. "System dynamics model for analyzing effects of eco-design policy on packaging waste management system," Resources, Conservation & Recycling, Elsevier, vol. 87(C), pages 175-190.
    4. Xiao-jun Wang & Jian-yun Zhang & Jiu-fu Liu & Guo-qing Wang & Rui-min He & Amgad Elmahdi & Sondoss Elsawah, 2011. "Water resources planning and management based on system dynamics: a case study of Yulin city," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 13(2), pages 331-351, April.
    5. Meylan, Grégoire & Seidl, Roman & Spoerri, Andy, 2013. "Transitions of municipal solid waste management. Part I: Scenarios of Swiss waste glass-packaging disposal," Resources, Conservation & Recycling, Elsevier, vol. 74(C), pages 8-19.
    6. Parvin Berenjkar & Yu Yan Li & Qiuyan Yuan, 2021. "The application of system dynamics in different practices of a waste management system," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 15695-15724, November.
    7. Ojeda-Benítez, Sara & Vega, Carolina Armijo-de & Marquez-Montenegro, Ma Ysabel, 2008. "Household solid waste characterization by family socioeconomic profile as unit of analysis," Resources, Conservation & Recycling, Elsevier, vol. 52(7), pages 992-999.
    8. Micky A. Babalola, 2019. "A System Dynamics-Based Approach to Help Understand the Role of Food and Biodegradable Waste Management in Respect of Municipal Waste Management Systems," Sustainability, MDPI, vol. 11(12), pages 1-20, June.
    9. Xu, Lulin & Li, Zhongwu, 2024. "The impact of “Internet plus” enterprises on municipal solid waste classification and social welfare: An example from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    10. Duan, Wenqi & Khurshid, Adnan & Nazir, Naila & Khan, Khalid & Calin, Adrian Cantemir, 2022. "From gray to green: Energy crises and the role of CPEC," Renewable Energy, Elsevier, vol. 190(C), pages 188-207.
    11. Dipsikha Dasgupta & Anupam Debsarkar & Tumpa Hazra & B. K. Bala & Amitava Gangopadhyay & Debasish Chatterjee, 2017. "Scenario of future e-waste generation and recycle-reuse-landfill-based disposal pattern in India: a system dynamics approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(4), pages 1473-1487, August.
    12. 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 & Recycling, Elsevier, vol. 55(11), pages 933-944.
    13. Talyan, Vikash & Dahiya, R.P. & Anand, S. & Sreekrishnan, T.R., 2007. "Quantification of methane emission from municipal solid waste disposal in Delhi," Resources, Conservation & Recycling, Elsevier, vol. 50(3), pages 240-259.
    14. Guojiao Chen & Cuiyou Yao & Lurong Fan & Linze Li & Haiqing Cao, 2022. "Sustainability-oriented system dynamics method for coordinated megacity ecosystem development: the case of Beijing, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11027-11057, September.
    15. Kottath, Rahul & Singh, Priyanka, 2023. "Influencer buddy optimization: Algorithm and its application to electricity load and price forecasting problem," Energy, Elsevier, vol. 263(PC).
    16. Jiang, P. & Liu, X., 2016. "Hidden Markov model for municipal waste generation forecasting under uncertainties," European Journal of Operational Research, Elsevier, vol. 250(2), pages 639-651.
    17. Wang Xiao-jun & Zhang Jian-yun & Wang Jian-hua & He Rui-min & Amgad ElMahdi & Liu Jin-hua & Wang Xin-gong & David King & Shamsuddin Shahid, 2014. "Climate change and water resources management in Tuwei river basin of Northwest China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(1), pages 107-120, January.
    18. Lu, Yujie & Chang, Ruidong & Lim, Suxann, 2018. "Crowdfunding for solar photovoltaics development: A review and forecast," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 439-450.
    19. Florian Kapmeier & Paulo Gonçalves, 2018. "Wasted paradise? Policies for Small Island States to manage tourism‐driven growth while controlling waste generation: the case of the Maldives," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 172-221, January.
    20. Arunava Majumder & Kailash Pradhan & Satwinder Singh Danewalia & Bimal Kumar Sett, 2020. "A review and modelling on the critical management of the disaster debris of earthquake in Bhutan," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(3), pages 477-491, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:matcom:v:60:y:2002:i:3:p:149-158. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/mathematics-and-computers-in-simulation/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.