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Viable medical waste chain network design by considering risk and robustness

Authors :
Reza Lotfi
Gerhard-Wilhelm Weber
Alireza Gharehbaghi
Bahareh Kargar
OpenMETU
Source :
Environmental Science and Pollution Research International
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

Medical Waste Management (MWM) is an important and necessary problem in the COVID-19 situation for treatment staff. When the number of infectious patients grows up and amount of MWMs increases day by day. We present Medical Waste Chain Network Design (MWMCND) that contains Health Center (HC), Waste Segregation (WS), Waste Purchase Contractor (WPC) and landfill. We propose to locate WS to decrease waste and recover them and send them to the WPC. Recovering medical waste like metal and plastic can help the environment and return to the production cycle. Therefore, we proposed a novel Viable MWCND by a novel two-stage robust stochastic programming that considers resiliency (flexibility and network complexity) and sustainable (energy and environment) requirements. Therefore, we try to consider risks by Conditional Value at Risk (CVaR) and improve robustness and agility to demand fluctuation and network. We utilize and solve it by GAMS CPLEX solver. The results show that by increasing the conservative coefficient, the confidence level of CVaR and waste recovery coefficient increases cost function and population risk. Moreover, increasing demand and scale of the problem make to increase the cost function.

Details

ISSN :
16147499 and 09441344
Volume :
29
Database :
OpenAIRE
Journal :
Environmental Science and Pollution Research
Accession number :
edsair.doi.dedup.....629890f2357ff142ae6fc0e11a4a3afd
Full Text :
https://doi.org/10.1007/s11356-021-16727-9