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Node assembly for waste level measurement: embrace the smart city

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Resumo:Municipal Solid Waste Management Systems (MSWMS) worldwide are currently facing pressure due to the rapid growth of the population in cities. One of the biggest challenges in this system is the inefficient expenditure of time and fuel in waste collection. In this regard, cities/- municipalities in charge of MSWMS could take advantage of information and communication technologies to improve the overall quality of their infrastructure. One particular strategy that has been explored and is showing interesting results is using a Wireless Sensors Network (WSN) to monitor waste levels in real-time and help decision-making regarding the need for collection. The WSN is equipped with sensing devices that should be carefully chosen considering the real scenario in which they will work. Therefore, in this work, three sets of sensors were studied to evaluate which is the best to be used in the future WSN assembled in Bragança, Portugal. Sets tested were HC-SR04 (S1), HC-SR04 + DHT11 (S2), and US-100 (S3). Tests considered for this work were air temperature and several distances. In the first, the performance of each set to measure a fixed target (metal and plastic box) was evaluated under different temperatures (1.7 - 37 ℃). From these results, two best sets were further used to assess distance measurement at a fixed temperature. This test revealed low absolute errors measuring the distances of interest in this work, ranging from 0.18% to 1.27%.
Autores principais:Silva, Adriano S.
Outros Autores:Brito, Thadeu; Díaz de Tuesta, Jose Luis; Lima, José; Pereira, Ana I.; Silva, Adrián; Gomes, Helder
Assunto:Smart city Waste management Ultrasonic sensor Wireless sensors network
Ano:2023
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
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author Silva, Adriano S.
author2 Brito, Thadeu
Díaz de Tuesta, Jose Luis
Lima, José
Pereira, Ana I.
Silva, Adrián
Gomes, Helder
author2_role author
author
author
author
author
author
author_facet Silva, Adriano S.
Brito, Thadeu
Díaz de Tuesta, Jose Luis
Lima, José
Pereira, Ana I.
Silva, Adrián
Gomes, Helder
author_role author
contributor_name_str_mv Biblioteca Digital do IPB
country_str PT
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datacite.contributors.contributor.contributorName.fl_str_mv Biblioteca Digital do IPB
datacite.creators.creator.creatorName.fl_str_mv Silva, Adriano S.
Brito, Thadeu
Díaz de Tuesta, Jose Luis
Lima, José
Pereira, Ana I.
Silva, Adrián
Gomes, Helder
datacite.date.Accepted.fl_str_mv 2023-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2023-02-27T16:55:24Z
datacite.date.embargoed.fl_str_mv 2023-02-27T16:55:24Z
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datacite.subjects.subject.fl_str_mv Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
datacite.titles.title.fl_str_mv Node assembly for waste level measurement: embrace the smart city
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.creator.none.fl_str_mv Silva, Adriano S.
Brito, Thadeu
Díaz de Tuesta, Jose Luis
Lima, José
Pereira, Ana I.
Silva, Adrián
Gomes, Helder
dc.date.Accepted.fl_str_mv 2023-01-01T00:00:00Z
dc.date.available.fl_str_mv 2023-02-27T16:55:24Z
dc.date.embargoed.fl_str_mv 2023-02-27T16:55:24Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10198/27262
dc.language.none.fl_str_mv eng
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 Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
dc.title.fl_str_mv Node assembly for waste level measurement: embrace the smart city
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_5794
description Municipal Solid Waste Management Systems (MSWMS) worldwide are currently facing pressure due to the rapid growth of the population in cities. One of the biggest challenges in this system is the inefficient expenditure of time and fuel in waste collection. In this regard, cities/- municipalities in charge of MSWMS could take advantage of information and communication technologies to improve the overall quality of their infrastructure. One particular strategy that has been explored and is showing interesting results is using a Wireless Sensors Network (WSN) to monitor waste levels in real-time and help decision-making regarding the need for collection. The WSN is equipped with sensing devices that should be carefully chosen considering the real scenario in which they will work. Therefore, in this work, three sets of sensors were studied to evaluate which is the best to be used in the future WSN assembled in Bragança, Portugal. Sets tested were HC-SR04 (S1), HC-SR04 + DHT11 (S2), and US-100 (S3). Tests considered for this work were air temperature and several distances. In the first, the performance of each set to measure a fixed target (metal and plastic box) was evaluated under different temperatures (1.7 - 37 ℃). From these results, two best sets were further used to assess distance measurement at a fixed temperature. This test revealed low absolute errors measuring the distances of interest in this work, ranging from 0.18% to 1.27%.
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person_str_mv Silva, Adriano S.
Silva, Adriano S.
https://www.ciencia-id.pt/3E14-5049-B09D
3E14-5049-B09D
http://orcid.org/0000-0002-6795-2335
0000-0002-6795-2335
Brito, Thadeu
Brito, Thadeu
https://www.ciencia-id.pt/C911-A95D-712F
C911-A95D-712F
http://orcid.org/0000-0002-5962-0517
0000-0002-5962-0517
Díaz de Tuesta, Jose Luis
Díaz de Tuesta, Jose Luis
https://www.ciencia-id.pt/7A1F-022B-7DBF
7A1F-022B-7DBF
http://orcid.org/0000-0003-2408-087X
0000-0003-2408-087X
Lima, José
Lima, José
https://www.ciencia-id.pt/6016-C902-86A9
6016-C902-86A9
http://orcid.org/0000-0001-7902-1207
0000-0001-7902-1207
Pereira, Ana I.
Pereira, Ana I.
https://www.ciencia-id.pt/0716-B7C2-93E4
0716-B7C2-93E4
http://orcid.org/0000-0003-3803-2043
0000-0003-3803-2043
Silva, Adrián
Gomes, Helder
Gomes, Helder
https://www.ciencia-id.pt/6218-1E19-13EE
6218-1E19-13EE
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spelling engpt_PTMunicipal Solid Waste Management Systems (MSWMS) worldwide are currently facing pressure due to the rapid growth of the population in cities. One of the biggest challenges in this system is the inefficient expenditure of time and fuel in waste collection. In this regard, cities/- municipalities in charge of MSWMS could take advantage of information and communication technologies to improve the overall quality of their infrastructure. One particular strategy that has been explored and is showing interesting results is using a Wireless Sensors Network (WSN) to monitor waste levels in real-time and help decision-making regarding the need for collection. The WSN is equipped with sensing devices that should be carefully chosen considering the real scenario in which they will work. Therefore, in this work, three sets of sensors were studied to evaluate which is the best to be used in the future WSN assembled in Bragança, Portugal. Sets tested were HC-SR04 (S1), HC-SR04 + DHT11 (S2), and US-100 (S3). Tests considered for this work were air temperature and several distances. In the first, the performance of each set to measure a fixed target (metal and plastic box) was evaluated under different temperatures (1.7 - 37 ℃). From these results, two best sets were further used to assess distance measurement at a fixed temperature. This test revealed low absolute errors measuring the distances of interest in this work, ranging from 0.18% to 1.27%.application/pdfpt_PTNode assembly for waste level measurement: embrace the smart cityPersonalSilva, Adriano S.DSpacehttp://dspace.org/items/3ba90ba4-aac8-4892-a30f-25a10bc27298DSpacehttp://dspace.org/items/3ba90ba4-aac8-4892-a30f-25a10bc27298SilvaAdriano S.Ciência IDhttps://www.ciencia-id.pt3E14-5049-B09DORCIDhttp://orcid.org0000-0002-6795-2335PersonalBrito, ThadeuDSpacehttp://dspace.org/items/c8641c9a-a994-4ab2-836d-c758c0e44cc9DSpacehttp://dspace.org/items/c8641c9a-a994-4ab2-836d-c758c0e44cc9BritoThadeuCiência IDhttps://www.ciencia-id.ptC911-A95D-712FORCIDhttp://orcid.org0000-0002-5962-0517Scopus Author IDhttps://www.scopus.com57200694948PersonalDíaz de Tuesta, Jose LuisDSpacehttp://dspace.org/items/2ad0465f-5f8a-4b14-90f5-bf85996f9ce1DSpacehttp://dspace.org/items/2ad0465f-5f8a-4b14-90f5-bf85996f9ce1Díaz de TuestaJose LuisCiência IDhttps://www.ciencia-id.pt7A1F-022B-7DBFORCIDhttp://orcid.org0000-0003-2408-087XResearcher IDhttps://www.researcherid.comD-9785-2017Scopus Author IDhttps://www.scopus.com55755821600PersonalLima, JoséDSpacehttp://dspace.org/items/d88c2b2a-efc2-48ef-b1fd-1145475e0055DSpacehttp://dspace.org/items/d88c2b2a-efc2-48ef-b1fd-1145475e0055LimaJoséCiência IDhttps://www.ciencia-id.pt6016-C902-86A9ORCIDhttp://orcid.org0000-0001-7902-1207Researcher IDhttps://www.researcherid.comL-3370-2014Scopus Author IDhttps://www.scopus.com55851941311PersonalPereira, Ana I.DSpacehttp://dspace.org/items/e9981d62-2a2b-4fef-b75e-c2a14b0e7846DSpacehttp://dspace.org/items/e9981d62-2a2b-4fef-b75e-c2a14b0e7846PereiraAna I.Ciência IDhttps://www.ciencia-id.pt0716-B7C2-93E4ORCIDhttp://orcid.org0000-0003-3803-2043Researcher IDhttps://www.researcherid.comF-3168-2010Scopus Author IDhttps://www.scopus.com15071961600Silva, AdriánPersonalGomes, HelderDSpacehttp://dspace.org/items/0eb96337-224a-4339-9918-334436fbbb99DSpacehttp://dspace.org/items/0eb96337-224a-4339-9918-334436fbbb99GomesHelder T.Ciência IDhttps://www.ciencia-id.pt6218-1E19-13EEORCIDhttp://orcid.org0000-0001-6898-2408HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.pt2023-02-27T16:55:24Z20232023-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/27262http://purl.org/coar/access_right/c_abf2open accessSmart cityWaste managementUltrasonic sensorWireless sensors network887156 bytesFundação para a Ciência e a TecnologiaResearch Centre in Digitalization and Intelligent Roboticsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PTUIDB/05757/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaMountain Research Centerinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00690%2F2020/PTUIDB/00690/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaLaboratory of Separation and Reaction Engineering - Laboratory of Catalysis and Materialsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F50020%2F2020/PTUIDB/50020/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaLaboratory of Separation and Reaction Engineering - Laboratory of Catalysis and Materialsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F50020%2F2020/PTUIDP/50020/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaOptimization of municipal solid waste management systems towards sustainabilityinfo:eu-repo/grantAgreement/FCT/OE/SFRH%2FBD%2F151346%2F2021/PTSFRH/BD/151346/2021OECrossref Funder IDhttp://doi.org/10.13039/501100001871other research producthttp://purl.org/coar/resource_type/c_5794conference paper2023http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/508696d7-8bbd-4260-aff7-a01893040f77/download2nd International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022
spellingShingle Node assembly for waste level measurement: embrace the smart city
Silva, Adriano S.
Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
status SINGLETON
subject.fl_str_mv Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
title Node assembly for waste level measurement: embrace the smart city
title_full Node assembly for waste level measurement: embrace the smart city
title_fullStr Node assembly for waste level measurement: embrace the smart city
title_full_unstemmed Node assembly for waste level measurement: embrace the smart city
title_short Node assembly for waste level measurement: embrace the smart city
title_sort Node assembly for waste level measurement: embrace the smart city
topic Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
topic_facet Smart city
Waste management
Ultrasonic sensor
Wireless sensors network
url http://hdl.handle.net/10198/27262
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