Hierarchical optimisation model for waste management forecasting in EU

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F22%3APU145216" target="_blank" >RIV/00216305:26210/22:PU145216 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/44555601:13440/22:43896980

Výsledek na webu

<a href="https://link.springer.com/article/10.1007/s11081-022-09735-2" target="_blank" >https://link.springer.com/article/10.1007/s11081-022-09735-2</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s11081-022-09735-2" target="_blank" >10.1007/s11081-022-09735-2</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Hierarchical optimisation model for waste management forecasting in EU

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Hierarchical optimisation model for waste management forecasting in EU

Popis výsledku anglicky

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.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10102 - Applied mathematics

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

OPTIMIZATION AND ENGINEERING

ISSN

1389-4420

e-ISSN

1573-2924

Svazek periodika

24

Číslo periodika v rámci svazku

3

Stát vydavatele periodika

CH - Švýcarská konfederace

Počet stran výsledku

33

Strana od-do

2143-2175

Kód UT WoS článku

000815437600001

EID výsledku v databázi Scopus

2-s2.0-85132808871