Detail publikace

Comprehensive review on waste generation modeling

ŠOMPLÁK, R. SMEJKALOVÁ, V. ROSECKÝ, M. SZÁSZIOVÁ, L. NEVRLÝ, V. HRABEC, D. PAVLAS, M.

Originální název

Comprehensive review on waste generation modeling

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

Strategic plans for waste management require information on the current and future waste generation as a primary data source. Over the years, various approaches and methods for waste generation modeling have been presented and applied. This review provides a summary of the tasks that require information on waste generation that are most frequently handled in waste management. It is hypothesized that there is not currently a modeling approach universally suitable for forecasting any fraction of waste. It is also hypothesized that most models do not allow for modeling different scenarios of future development. Almost 360 publications were examined in detail, and all of the tracked attributes are included in the supplementary. A general step-by-step guide to waste generation forecasting, comprising data preparation, pre-processing, processing, and post-processing, was proposed. The problems that occurred in the individual steps were specified, and the authors’ recommendations for their solution were provided. A forecasting approach based on a short time series is presented, due to insufficient options of approaches for this problem. An approach is presented for creating projections of waste generation depending on the expected system changes. Researchers and stakeholders can use this document as a supporting material when deciding on a suitable approach to waste generation modeling or waste management plans.

Klíčová slova

waste generation modeling; waste production; waste prediction and forecasting; projection; short time series

Autoři

ŠOMPLÁK, R.; SMEJKALOVÁ, V.; ROSECKÝ, M.; SZÁSZIOVÁ, L.; NEVRLÝ, V.; HRABEC, D.; PAVLAS, M.

Vydáno

10. 2. 2023

Nakladatel

MDPI

ISSN

2071-1050

Periodikum

Sustainability

Ročník

15

Číslo

4

Stát

Švýcarská konfederace

Strany od

1

Strany do

29

Strany počet

29

URL

https://www.mdpi.com/2071-1050/15/4/3278

Plný text v Digitální knihovně

http://hdl.handle.net/11012/213575

BibTex

@article{BUT183244,
  author="Radovan {Šomplák} and Veronika {Smejkalová} and Martin {Rosecký} and Lenka {Szásziová} and Vlastimír {Nevrlý} and Dušan {Hrabec} and Martin {Pavlas}",
  title="Comprehensive review on waste generation modeling",
  journal="Sustainability",
  year="2023",
  volume="15",
  number="4",
  pages="29",
  doi="10.3390/su15043278",
  issn="2071-1050",
  url="https://www.mdpi.com/2071-1050/15/4/3278"
}