The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste

Detalhes bibliográficos
Autor(a) principal: Silva, Rodrigo Ferreira da Rocha e
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/13537
Resumo: Waste production is an inevitable by-product of today’s society activities, and its collection is an essential public service. With an increase in population density and consequently in the production of waste, a growing concern on environmental sustainability came along. European and national legislation imposes material recycling, and in order to ensure the sector’s economic viability and offset the strong market regulation, companies seek to find more efficient alternatives. In a waste collection system, transportation costs represent approximately 70% of the total cost, meaning that routing decisions have a great impact on the financial sustainability of the companies in this sector. This mind-set led to the study of the operation of Valorsul, the company responsible for the collection of recyclable municipal solid waste in the western region of Portugal. This work intends to assess the impact on the distance travelled by using multi-compartment vehicles, collecting Paper and/Cardboard and Plastic and/Metal simultaneously, in comparison to the use of single compartmented vehicles, where only one material is collected at a time. To do so, a hybrid model was developed that firstly selects which collection points from the existing network are worth visit with multi-compartment vehicles, and then implements a heuristic to cluster and route those collection points. The proposed model was applied to a specific region of Valorsul system, and the results obtained suggest that the use of vehicles with multi-comparts is more beneficial than the use of vehicles with only one, reducing the total distance travelled.
id RCAP_5f4948856210bd1a44787b69240eb27e
oai_identifier_str oai:repositorio.iscte-iul.pt:10071/13537
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling The multi-compartment vehicle routing problem in the collection of recyclable municipal solid wasteWaste managementTransportation managementVehicle routingMulti-compartment vehiclesGestão de resíduosPlaneamento dos transportesReciclagem de resíduosViabilidade económicaWaste production is an inevitable by-product of today’s society activities, and its collection is an essential public service. With an increase in population density and consequently in the production of waste, a growing concern on environmental sustainability came along. European and national legislation imposes material recycling, and in order to ensure the sector’s economic viability and offset the strong market regulation, companies seek to find more efficient alternatives. In a waste collection system, transportation costs represent approximately 70% of the total cost, meaning that routing decisions have a great impact on the financial sustainability of the companies in this sector. This mind-set led to the study of the operation of Valorsul, the company responsible for the collection of recyclable municipal solid waste in the western region of Portugal. This work intends to assess the impact on the distance travelled by using multi-compartment vehicles, collecting Paper and/Cardboard and Plastic and/Metal simultaneously, in comparison to the use of single compartmented vehicles, where only one material is collected at a time. To do so, a hybrid model was developed that firstly selects which collection points from the existing network are worth visit with multi-compartment vehicles, and then implements a heuristic to cluster and route those collection points. The proposed model was applied to a specific region of Valorsul system, and the results obtained suggest that the use of vehicles with multi-comparts is more beneficial than the use of vehicles with only one, reducing the total distance travelled.A produção de resíduos é um subproduto inevitável da atividade da sociedade atual, sendo a sua recolha um serviço público essencial. A acompanhar o aumento da densidade populacional, e consequentemente a produção de resíduos, existe uma crescente preocupação com a sustentabilidade ambiental. A legislação europeia e nacional impõe a reciclagem de materiais e, para garantir a viabilidade económica do setor e compensar a forte regulação do mercado, as empresas procuram alternativas mais eficientes. Num sistema de recolha de resíduos, o seu transporte representa cerca de 70% do custo total, o que significa que a definição de rotas tem um grande impacto na sustentabilidade financeira das empresas deste setor. O caso de estudo desta dissertação baseia-se na operação da Valorsul, empresa responsável por um sistema de recolha de resíduos recicláveis. Este trabalho pretende avaliar o impacto na distância percorrida comparando a utilização de veículos com múltiplos compartimentos, recolhendo os contentores de Papel e Plástico em simultâneo, e a utilização de veículos com um único compartimento, recolhendo um material de cada vez. Desta forma, foi desenvolvido um modelo híbrido que, numa primeira fase, seleciona os ecopontos que devem ser visitados por veículos com múltiplos compartimentos. Através do desenvolvimento de uma heurística, são definidas as rotas para recolher esses ecopontos. O modelo proposto foi aplicado a uma região específica do sistema da Valorsul, e os resultados obtidos sugerem que o uso de veículos com múltiplos compartimentos é mais benéfico (em termos de distância percorrida) do que o uso de veículos com apenas um.2017-05-24T12:00:58Z2016-12-20T00:00:00Z2016-12-202016-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/octet-streamhttp://hdl.handle.net/10071/13537TID:201533952porSilva, Rodrigo Ferreira da Rocha einfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:31:28Zoai:repositorio.iscte-iul.pt:10071/13537Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:14:10.134900Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
title The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
spellingShingle The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
Silva, Rodrigo Ferreira da Rocha e
Waste management
Transportation management
Vehicle routing
Multi-compartment vehicles
Gestão de resíduos
Planeamento dos transportes
Reciclagem de resíduos
Viabilidade económica
title_short The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
title_full The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
title_fullStr The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
title_full_unstemmed The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
title_sort The multi-compartment vehicle routing problem in the collection of recyclable municipal solid waste
author Silva, Rodrigo Ferreira da Rocha e
author_facet Silva, Rodrigo Ferreira da Rocha e
author_role author
dc.contributor.author.fl_str_mv Silva, Rodrigo Ferreira da Rocha e
dc.subject.por.fl_str_mv Waste management
Transportation management
Vehicle routing
Multi-compartment vehicles
Gestão de resíduos
Planeamento dos transportes
Reciclagem de resíduos
Viabilidade económica
topic Waste management
Transportation management
Vehicle routing
Multi-compartment vehicles
Gestão de resíduos
Planeamento dos transportes
Reciclagem de resíduos
Viabilidade económica
description Waste production is an inevitable by-product of today’s society activities, and its collection is an essential public service. With an increase in population density and consequently in the production of waste, a growing concern on environmental sustainability came along. European and national legislation imposes material recycling, and in order to ensure the sector’s economic viability and offset the strong market regulation, companies seek to find more efficient alternatives. In a waste collection system, transportation costs represent approximately 70% of the total cost, meaning that routing decisions have a great impact on the financial sustainability of the companies in this sector. This mind-set led to the study of the operation of Valorsul, the company responsible for the collection of recyclable municipal solid waste in the western region of Portugal. This work intends to assess the impact on the distance travelled by using multi-compartment vehicles, collecting Paper and/Cardboard and Plastic and/Metal simultaneously, in comparison to the use of single compartmented vehicles, where only one material is collected at a time. To do so, a hybrid model was developed that firstly selects which collection points from the existing network are worth visit with multi-compartment vehicles, and then implements a heuristic to cluster and route those collection points. The proposed model was applied to a specific region of Valorsul system, and the results obtained suggest that the use of vehicles with multi-comparts is more beneficial than the use of vehicles with only one, reducing the total distance travelled.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-20T00:00:00Z
2016-12-20
2016-10
2017-05-24T12:00:58Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/13537
TID:201533952
url http://hdl.handle.net/10071/13537
identifier_str_mv TID:201533952
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/octet-stream
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799134698376527872