Publicação
Parcel delivery with drones: multi-criteria analysis of trendy system architectures
| Resumo: | New technologies, such as Unmanned Aerial Vehicles (UAVs), are transforming facilities and vehicles into intelligent systems that will significantly modify logistic deliveries in any organization. With the appearance of automated vehicles, drones offer multiple new technological solutions that might trigger different delivery networks or boost new delivery services. Differently from the related works, where a single specific delivery system model is typically addressed, this paper deals with the use of UAVs for logistic deliveries focusing on a multi-criteria analysis of trendy drone-based system architectures. In particular, using the cross-efficiency Data Envelopment Analysis approach, a comparative analysis among three different delivery systems is performed: the classic system based on trucks only, the drone-only system using a fleet of drones, and the hybrid truck and drone system combining trucks and drones. The proposed technique constitutes an effective decision-making tool aimed at helping delivery companies in selecting the optimal delivery system architecture according to their specific needs. The effectiveness of the proposed methodology is shown by a simulation analysis based on a realistic data case study that pertains to the main logistic service providers. |
|---|---|
| Autores principais: | Cavone, Graziana |
| Outros Autores: | Epicoco, Nicola; Carli, Raffaele; Del Zotti, Anna; Pereira, João Paulo; Dotoli, Mariagrazia |
| Assunto: | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| Ano: | 2021 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867172679251918848 |
|---|---|
| author | Cavone, Graziana |
| author2 | Epicoco, Nicola Carli, Raffaele Del Zotti, Anna Pereira, João Paulo Dotoli, Mariagrazia |
| author2_role | author author author author author |
| author_facet | Cavone, Graziana Epicoco, Nicola Carli, Raffaele Del Zotti, Anna Pereira, João Paulo Dotoli, Mariagrazia |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Cavone, Graziana\"},{\"Person.name\":\"Epicoco, Nicola\"},{\"Person.name\":\"Carli, Raffaele\"},{\"Person.name\":\"Del Zotti, Anna\"},{\"Person.name\":\"Pereira, João Paulo\",\"Person.identifier.orcid\":\"0000-0001-9259-0308\"},{\"Person.name\":\"Dotoli, Mariagrazia\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Cavone, Graziana Epicoco, Nicola Carli, Raffaele Del Zotti, Anna Pereira, João Paulo Dotoli, Mariagrazia |
| datacite.date.Accepted.fl_str_mv | 2021-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2021-09-07T09:12:04Z |
| datacite.date.embargoed.fl_str_mv | 2021-09-07T09:12:04Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| datacite.titles.title.fl_str_mv | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Cavone, Graziana Epicoco, Nicola Carli, Raffaele Del Zotti, Anna Pereira, João Paulo Dotoli, Mariagrazia |
| dc.date.Accepted.fl_str_mv | 2021-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2021-09-07T09:12:04Z |
| dc.date.embargoed.fl_str_mv | 2021-09-07T09:12:04Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/23883 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| dc.title.fl_str_mv | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | New technologies, such as Unmanned Aerial Vehicles (UAVs), are transforming facilities and vehicles into intelligent systems that will significantly modify logistic deliveries in any organization. With the appearance of automated vehicles, drones offer multiple new technological solutions that might trigger different delivery networks or boost new delivery services. Differently from the related works, where a single specific delivery system model is typically addressed, this paper deals with the use of UAVs for logistic deliveries focusing on a multi-criteria analysis of trendy drone-based system architectures. In particular, using the cross-efficiency Data Envelopment Analysis approach, a comparative analysis among three different delivery systems is performed: the classic system based on trucks only, the drone-only system using a fleet of drones, and the hybrid truck and drone system combining trucks and drones. The proposed technique constitutes an effective decision-making tool aimed at helping delivery companies in selecting the optimal delivery system architecture according to their specific needs. The effectiveness of the proposed methodology is shown by a simulation analysis based on a realistic data case study that pertains to the main logistic service providers. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/8abc5e92-96ba-481d-ac3f-15c697a4ef77/download |
| id | ipb_5a196e29983ca3068bc85d31bc06a779 |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/23883 |
| instacron_str | ipb |
| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
| network_acronym_str | ipb |
| network_name_str | Biblioteca Digital do IPB |
| oai_identifier_str | oai:bibliotecadigital.ipb.pt:10198/23883 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Cavone, Graziana Epicoco, Nicola Carli, Raffaele Del Zotti, Anna Pereira, João Paulo Pereira, João Paulo https://www.ciencia-id.pt/8916-6CB8-AEB1 8916-6CB8-AEB1 http://orcid.org/0000-0001-9259-0308 0000-0001-9259-0308 Dotoli, Mariagrazia |
| publishDate | 2021 |
| publisher.none.fl_str_mv | IEEE |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engIEEEpt_PTNew technologies, such as Unmanned Aerial Vehicles (UAVs), are transforming facilities and vehicles into intelligent systems that will significantly modify logistic deliveries in any organization. With the appearance of automated vehicles, drones offer multiple new technological solutions that might trigger different delivery networks or boost new delivery services. Differently from the related works, where a single specific delivery system model is typically addressed, this paper deals with the use of UAVs for logistic deliveries focusing on a multi-criteria analysis of trendy drone-based system architectures. In particular, using the cross-efficiency Data Envelopment Analysis approach, a comparative analysis among three different delivery systems is performed: the classic system based on trucks only, the drone-only system using a fleet of drones, and the hybrid truck and drone system combining trucks and drones. The proposed technique constitutes an effective decision-making tool aimed at helping delivery companies in selecting the optimal delivery system architecture according to their specific needs. The effectiveness of the proposed methodology is shown by a simulation analysis based on a realistic data case study that pertains to the main logistic service providers.application/pdfpt_PTParcel delivery with drones: multi-criteria analysis of trendy system architecturesCavone, GrazianaEpicoco, NicolaCarli, RaffaeleDel Zotti, AnnaPersonalPereira, João PauloDSpacehttp://dspace.org/items/55b6262f-9aaf-4fd0-8e83-e858a2a92402DSpacehttp://dspace.org/items/55b6262f-9aaf-4fd0-8e83-e858a2a92402PereiraJoão PauloCiência IDhttps://www.ciencia-id.pt8916-6CB8-AEB1ORCIDhttp://orcid.org0000-0001-9259-0308Researcher IDhttps://www.researcherid.comM-8214-2013Scopus Author IDhttps://www.scopus.com23135900800Dotoli, MariagraziaHostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptISBNIsPartOf978-1-6654-2258-1DOIIsPartOf10.1109/MED51440.2021.94803322021-09-07T09:12:04Z20212021-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/23883http://purl.org/coar/access_right/c_abf2open accessUAVsDronesParcel delivery,Multi-criteriaDecision makingData envelopment analysis3797028 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paper2021http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/8abc5e92-96ba-481d-ac3f-15c697a4ef77/download693698 |
| spellingShingle | Parcel delivery with drones: multi-criteria analysis of trendy system architectures Cavone, Graziana UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| status | SINGLETON |
| subject.fl_str_mv | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| title | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| title_full | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| title_fullStr | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| title_full_unstemmed | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| title_short | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| title_sort | Parcel delivery with drones: multi-criteria analysis of trendy system architectures |
| topic | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| topic_facet | UAVs Drones Parcel delivery, Multi-criteria Decision making Data envelopment analysis |
| url | http://hdl.handle.net/10198/23883 |
| visible | 1 |