Detail publikace

Hierarchical optimisation model for waste management forecasting in EU

SMEJKALOVÁ, V. ŠOMPLÁK, R. PLUSKAL, J. RYBOVÁ, K.

Originální název

Hierarchical optimisation model for waste management forecasting in EU

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

The level of waste management varies significantly from one EU state to another and therefore they have different starting position regarding reaching defined EU targets. The forecast of waste production and treatment is essential information for the expected future EU targets fulfilment. If waste treatment does not meet the targets under the current conditions, it is necessary to change waste management strategies. This contribution presents a universal approach for forecasting waste production and treatment using optimisation models. The approach is based on the trend analysis with the subsequent data reconciliation (quadratic programming). The presented methodology also provides recommendations to include the quality of trend estimate and significance of territory in form of weights in objective function. The developed approach also allows to put into context different methods of waste handling and production. The variability of forecast is described by prediction and confidence intervals. Within the EU forecast, the expected demographic development is taken into account. The results show that most states will not meet EU targets with current trend of waste management in time. Presented methodology is developed at a general level and it is a suitable basis for strategic planning at the national and transnational level.

Klíčová slova

Waste forecasting; Circular economy package; Quadratic programming; Trend modelling; Data reconciliation; Confidence intervals

Autoři

SMEJKALOVÁ, V.; ŠOMPLÁK, R.; PLUSKAL, J.; RYBOVÁ, K.

Vydáno

1. 12. 2022

Nakladatel

SPRINGER

Místo

DORDRECHT

ISSN

1389-4420

Periodikum

OPTIMIZATION AND ENGINEERING

Ročník

23

Číslo

12

Stát

Švýcarská konfederace

Strany od

2143

Strany do

2175

Strany počet

33

URL

https://link.springer.com/article/10.1007/s11081-022-09735-2

Plný text v Digitální knihovně

http://hdl.handle.net/11012/245273

BibTex

@article{BUT178742,
  author="Veronika {Smejkalová} and Radovan {Šomplák} and Jaroslav {Pluskal} and Kristýna {Rybová}",
  title="Hierarchical optimisation model for waste management forecasting in EU",
  journal="OPTIMIZATION AND ENGINEERING",
  year="2022",
  volume="23",
  number="12",
  pages="2143--2175",
  doi="10.1007/s11081-022-09735-2",
  issn="1389-4420",
  url="https://link.springer.com/article/10.1007/s11081-022-09735-2"
}

Dokumenty

OPTE-2021-2639.pdf