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Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area

Garbage collection is an important part of municipal engineering. An effective service network design can help to reduce the municipal operation cost and improve its service level. In this paper, we propose an optimization model for the network design of municipal solid waste (MSW) collection in the...

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Detalles Bibliográficos
Autores principales: Liang, Jing, Liu, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313646/
https://www.ncbi.nlm.nih.gov/pubmed/30544756
http://dx.doi.org/10.3390/ijerph15122812
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author Liang, Jing
Liu, Ming
author_facet Liang, Jing
Liu, Ming
author_sort Liang, Jing
collection PubMed
description Garbage collection is an important part of municipal engineering. An effective service network design can help to reduce the municipal operation cost and improve its service level. In this paper, we propose an optimization model for the network design of municipal solid waste (MSW) collection in the Nanjing Jiangbei new area. The problem was formulated as a mixed integer nonlinear programming (MINLP) model with an emphasis on minimizing the annual operation cost. The model simultaneously decides on the optimal number of refuse transfer stations (RTSs), determines the relative size and location for each RTS, allocates each community to a specific RTS, and finally identifies the annual operation cost and service level for the optimal scenario as well as other scenarios. A custom solution procedure which hybrids an enumeration rule and a genetic algorithm was designed to solve the proposed model. A sensitivity analysis was also conducted to illustrate the impact of changes in parameters on the optimality of the proposed model. Test results revealed that our model could provide tangible policy recommendations for managing the MSW collection.
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spelling pubmed-63136462019-06-17 Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area Liang, Jing Liu, Ming Int J Environ Res Public Health Article Garbage collection is an important part of municipal engineering. An effective service network design can help to reduce the municipal operation cost and improve its service level. In this paper, we propose an optimization model for the network design of municipal solid waste (MSW) collection in the Nanjing Jiangbei new area. The problem was formulated as a mixed integer nonlinear programming (MINLP) model with an emphasis on minimizing the annual operation cost. The model simultaneously decides on the optimal number of refuse transfer stations (RTSs), determines the relative size and location for each RTS, allocates each community to a specific RTS, and finally identifies the annual operation cost and service level for the optimal scenario as well as other scenarios. A custom solution procedure which hybrids an enumeration rule and a genetic algorithm was designed to solve the proposed model. A sensitivity analysis was also conducted to illustrate the impact of changes in parameters on the optimality of the proposed model. Test results revealed that our model could provide tangible policy recommendations for managing the MSW collection. MDPI 2018-12-10 2018-12 /pmc/articles/PMC6313646/ /pubmed/30544756 http://dx.doi.org/10.3390/ijerph15122812 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liang, Jing
Liu, Ming
Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title_full Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title_fullStr Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title_full_unstemmed Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title_short Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area
title_sort network design for municipal solid waste collection: a case study of the nanjing jiangbei new area
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313646/
https://www.ncbi.nlm.nih.gov/pubmed/30544756
http://dx.doi.org/10.3390/ijerph15122812
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