A Soft Computing Framework to Support Consumers in Obtaining Sustainable Appliances from the Market

Currently, sustainability is considered a priority by society, with the household appliances being one of the economic sectors involved in achieving sustainability. However, the existence of several issues (e.g., energy and water consumption, reliability, initial cost, and illuminance, among others)...

Full description

Saved in:
Bibliographic Details
Published in:Applied sciences Vol. 10; no. 9; p. 3206
Main Authors: Santos, Ricardo, Abreu, António, Soares, José, Mendes, Fernanda, Calado, João M.F.
Format: Journal Article
Language:English
Published: Basel MDPI AG 01.05.2020
Subjects:
ISSN:2076-3417, 2076-3417
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Currently, sustainability is considered a priority by society, with the household appliances being one of the economic sectors involved in achieving sustainability. However, the existence of several issues (e.g., energy and water consumption, reliability, initial cost, and illuminance, among others) together with the diversity of brands and models on the market, make the consumer’s decisions regarding sustainable options difficult, according to their concerns and related to each sustainability dimension (economic, environmental, and social). By combining evolutionary algorithms (EA) with multicriteria techniques, it is possible to achieve sustainable solutions for the consumer based on their requirements. In this paper, a method is presented to support the consumer by obtaining a set of sustainable household appliances on the market that suit their preferences, concerns, and needs. By using a case study to apply the approach developed here, a set of sustainable appliances from the market is obtained, where several benefits are achieved (e.g., energy and water consumption savings, avoidance of CO2 emissions) during the lifecycle of each appliance, chosen from the appliance’s industry.
AbstractList Currently, sustainability is considered a priority by society, with the household appliances being one of the economic sectors involved in achieving sustainability. However, the existence of several issues (e.g., energy and water consumption, reliability, initial cost, and illuminance, among others) together with the diversity of brands and models on the market, make the consumer’s decisions regarding sustainable options difficult, according to their concerns and related to each sustainability dimension (economic, environmental, and social). By combining evolutionary algorithms (EA) with multicriteria techniques, it is possible to achieve sustainable solutions for the consumer based on their requirements. In this paper, a method is presented to support the consumer by obtaining a set of sustainable household appliances on the market that suit their preferences, concerns, and needs. By using a case study to apply the approach developed here, a set of sustainable appliances from the market is obtained, where several benefits are achieved (e.g., energy and water consumption savings, avoidance of CO2 emissions) during the lifecycle of each appliance, chosen from the appliance’s industry.
Currently, sustainability is considered a priority by society, with the household appliances being one of the economic sectors involved in achieving sustainability. However, the existence of several issues (e.g., energy and water consumption, reliability, initial cost, and illuminance, among others) together with the diversity of brands and models on the market, make the consumer's decisions regarding sustainable options difficult, according to their concerns and related to each sustainability dimension (economic, environmental, and social). By combining evolutionary algorithms (EA) with multicriteria techniques, it is possible to achieve sustainable solutions for the consumer based on their requirements. In this paper, a method is presented to support the consumer by obtaining a set of sustainable household appliances on the market that suit their preferences, concerns, and needs. By using a case study to apply the approach developed here, a set of sustainable appliances from the market is obtained, where several benefits are achieved (e.g., energy and water consumption savings, avoidance of C[O.sub.2] emissions) during the lifecycle of each appliance, chosen from the appliance's industry. Keywords: sustainability; energy efficiency; cyberphysical system; decision support systems; lifecycle cost analysis (LCCA); multi-attribute value theory (MAVT); multi-objective optimization; soft computing; evolutionary algorithm
Audience Academic
Author Santos, Ricardo
Mendes, Fernanda
Soares, José
Abreu, António
Calado, João M.F.
Author_xml – sequence: 1
  givenname: Ricardo
  orcidid: 0000-0001-5703-8139
  surname: Santos
  fullname: Santos, Ricardo
– sequence: 2
  givenname: António
  orcidid: 0000-0001-8839-5606
  surname: Abreu
  fullname: Abreu, António
– sequence: 3
  givenname: José
  surname: Soares
  fullname: Soares, José
– sequence: 4
  givenname: Fernanda
  surname: Mendes
  fullname: Mendes, Fernanda
– sequence: 5
  givenname: João M.F.
  orcidid: 0000-0001-6628-4657
  surname: Calado
  fullname: Calado, João M.F.
BookMark eNptkV1vFCEUhompibX2yj9A4qXZyscwDJebjdUmNb1YvSZnGFjZzgACE9N_L-tq0hjhgpPD-7x8vK_RRYjBIvSWkhvOFfkAKVFCFGekf4EuGZH9hndUXjyrX6HrUo6kDUX5QMklMlu8j67iXVzSWn044NsMi_0Z8yOuEe_XlGI-bYeyLjYX7AN-GCv4cNLu13IqYZwt3qY0ewjGFuxyXHD9bvEXyI-2vkEvHczFXv9Zr9C3249fd5839w-f7nbb-43pOKsbNUkneitVz53szGCdcsKObDSDc4LISTJioTOMSWWoNBw4kWNH-kFwMTXqCt2dfacIR52yXyA_6Qhe_27EfNCQqzez1eNkTUeIJI6obmTDAO07DAg6gRnEMDavd2evlOOP1Zaqj3HNoV1fswZSpkRHm-rmrDpAM_XBxZrBtDnZxZsWj_Otv-15O0W0XBpAz4DJsZRsnTa-QvUxNNDPmhJ9ylI_y7Ix7_9h_j7tf-pfNx6guA
CitedBy_id crossref_primary_10_3390_su132212870
Cites_doi 10.3390/en8042924
10.1016/j.buildenv.2014.12.016
10.1016/j.erss.2017.02.010
10.1016/j.enbuild.2016.01.019
10.1016/j.cie.2018.09.050
10.1111/jiec.12732
10.1016/j.scitotenv.2019.135754
10.1109/TEM.2017.2785315
10.1016/j.enbuild.2013.07.020
10.1016/j.tsep.2019.100374
10.1016/j.scitotenv.2019.06.058
10.1016/j.rser.2019.109522
10.1016/j.enpol.2017.07.005
10.1016/j.buildenv.2017.01.020
10.1109/TEM.2018.2846627
10.1016/j.scitotenv.2017.03.107
10.1016/j.scitotenv.2019.135054
10.1016/j.procs.2015.05.384
10.1016/j.enbuild.2015.08.044
10.1109/TEM.2018.2832094
ContentType Journal Article
Copyright COPYRIGHT 2020 MDPI AG
2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: COPYRIGHT 2020 MDPI AG
– notice: 2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
DOA
DOI 10.3390/app10093206
DatabaseName CrossRef
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList
CrossRef
Publicly Available Content Database

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Sciences (General)
EISSN 2076-3417
ExternalDocumentID oai_doaj_org_article_bdec40070f094b288a381ca51dac858b
A630945206
10_3390_app10093206
GeographicLocations Portugal
Europe
GeographicLocations_xml – name: Portugal
– name: Europe
GroupedDBID .4S
2XV
5VS
7XC
8CJ
8FE
8FG
8FH
AADQD
AAFWJ
AAYXX
ADBBV
ADMLS
AFFHD
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
APEBS
ARCSS
BCNDV
BENPR
CCPQU
CITATION
CZ9
D1I
D1J
D1K
GROUPED_DOAJ
IAO
IGS
ITC
K6-
K6V
KC.
KQ8
L6V
LK5
LK8
M7R
MODMG
M~E
OK1
P62
PHGZM
PHGZT
PIMPY
PROAC
TUS
ABUWG
AZQEC
DWQXO
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ID FETCH-LOGICAL-c432t-9d7f56e7963f74c8ef9f5eb2bc8ff507d720ea4c2279c17c3a307b4068535d963
IEDL.DBID DOA
ISICitedReferencesCount 1
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000535541900219&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2076-3417
IngestDate Tue Oct 14 18:42:42 EDT 2025
Mon Oct 20 02:50:46 EDT 2025
Tue Nov 04 17:56:18 EST 2025
Tue Nov 18 21:34:48 EST 2025
Sat Nov 29 07:15:19 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c432t-9d7f56e7963f74c8ef9f5eb2bc8ff507d720ea4c2279c17c3a307b4068535d963
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-5703-8139
0000-0001-6628-4657
0000-0001-8839-5606
OpenAccessLink https://doaj.org/article/bdec40070f094b288a381ca51dac858b
PQID 2400129541
PQPubID 2032433
ParticipantIDs doaj_primary_oai_doaj_org_article_bdec40070f094b288a381ca51dac858b
proquest_journals_2400129541
gale_infotracacademiconefile_A630945206
crossref_citationtrail_10_3390_app10093206
crossref_primary_10_3390_app10093206
PublicationCentury 2000
PublicationDate 2020-05-01
PublicationDateYYYYMMDD 2020-05-01
PublicationDate_xml – month: 05
  year: 2020
  text: 2020-05-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Applied sciences
PublicationYear 2020
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Tang (ref_14) 2019; 706
Ko (ref_17) 2015; 8
Santos (ref_29) 2019; 553
Wong (ref_8) 2017; 109
Anastasiades (ref_4) 2020; 117
Corbett (ref_10) 2018; 65
Fell (ref_15) 2017; 27
Zapelloni (ref_11) 2019; 687
Hoxha (ref_16) 2017; 596–597
Hao (ref_13) 2020; 702
Jain (ref_24) 2020; 17
Jafari (ref_22) 2017; 115
Le (ref_27) 2019; 66
Chuah (ref_23) 2013; 66
Mauro (ref_25) 2015; 107
Pombo (ref_18) 2016; 116
ref_20
ref_1
ref_3
ref_2
Schroeder (ref_12) 2019; 23
Heo (ref_26) 2015; 87
Rubaiee (ref_21) 2018; 66
ref_9
Randall (ref_19) 2015; 51
Santos (ref_28) 2018; 126
ref_5
ref_7
ref_6
References_xml – ident: ref_7
– volume: 8
  start-page: 2924
  year: 2015
  ident: ref_17
  article-title: Multi-objective design for a hybrid energy system using genetic algorithm
  publication-title: Energies
  doi: 10.3390/en8042924
– volume: 87
  start-page: 342
  year: 2015
  ident: ref_26
  article-title: Scalable methodology for large scale building energy improvement: Relevance of calibration in model-based retrofit analysis
  publication-title: Build. Environ.
  doi: 10.1016/j.buildenv.2014.12.016
– volume: 27
  start-page: 129
  year: 2017
  ident: ref_15
  article-title: Energy services a conceptual review
  publication-title: Energy Res. Soc. Sci.
  doi: 10.1016/j.erss.2017.02.010
– ident: ref_9
– ident: ref_5
– ident: ref_3
– volume: 116
  start-page: 384
  year: 2016
  ident: ref_18
  article-title: Sustainability assessment of energy saving measures: A multi-criteria approach for residential buildings retrofitting a case study of the Spanish housing stock
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2016.01.019
– volume: 126
  start-page: 729
  year: 2018
  ident: ref_28
  article-title: Evolutionary algorithms on reducing energy consumption in buildings: An approach to provide smart and efficiency choices, considering the rebound effect
  publication-title: Comput. Ind. Eng.
  doi: 10.1016/j.cie.2018.09.050
– volume: 23
  start-page: 77
  year: 2019
  ident: ref_12
  article-title: The relevance of circular economy practices to the sustainable development goals
  publication-title: J. Ind. Ecol.
  doi: 10.1111/jiec.12732
– volume: 706
  start-page: 135754
  year: 2019
  ident: ref_14
  article-title: A spatio-temporal perspective of China’s industrial circular economy development
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2019.135754
– volume: 65
  start-page: 252
  year: 2018
  ident: ref_10
  article-title: Toward a sustainable modern electricity grid: The effects of smart metering and program investments on demand-side management performance in the US electricity sector 2009-2012
  publication-title: IEEE Trans. Eng. Manag.
  doi: 10.1109/TEM.2017.2785315
– volume: 66
  start-page: 88
  year: 2013
  ident: ref_23
  article-title: ROBESim: A retrofit oriented building energy simulator based on EnergyPlus
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2013.07.020
– volume: 17
  start-page: 100374
  year: 2020
  ident: ref_24
  article-title: Thermal energy performance of an academic building with sustainable probing and optimization with evolutionary algorithm
  publication-title: Therm. Sci. Eng. Prog.
  doi: 10.1016/j.tsep.2019.100374
– ident: ref_1
– volume: 553
  start-page: 329
  year: 2019
  ident: ref_29
  article-title: A New Approach to Provide Sustainable Solutions for Residential Sector
  publication-title: IFIP Adv. Inf. Commun. Technol.
– ident: ref_6
– volume: 687
  start-page: 991
  year: 2019
  ident: ref_11
  article-title: Sustainable production of marine equipment in a circular economy: deepening in material and energy flows, best available techniques and toxicological impacts
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2019.06.058
– ident: ref_2
– volume: 117
  start-page: 109522
  year: 2020
  ident: ref_4
  article-title: Translating the circular economy to bridge construction: Lessons learnt from a critical literature review
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2019.109522
– volume: 109
  start-page: 310
  year: 2017
  ident: ref_8
  article-title: Comparing energy efficiency labelling systems in the EU and Brazil: Implications, challenges, barriers and opportunities
  publication-title: Energy Policy
  doi: 10.1016/j.enpol.2017.07.005
– volume: 115
  start-page: 118
  year: 2017
  ident: ref_22
  article-title: An optimization framework for building energy retrofits decision-making
  publication-title: Build. Environ.
  doi: 10.1016/j.buildenv.2017.01.020
– volume: 66
  start-page: 699
  year: 2018
  ident: ref_21
  article-title: An Energy-Aware Multiobjective Optimization Framework to Minimize Total Tardiness and Energy Cost on a Single-Machine Non preemptive Scheduling
  publication-title: IEEE Trans. Eng. Manag.
  doi: 10.1109/TEM.2018.2846627
– volume: 596–597
  start-page: 405
  year: 2017
  ident: ref_16
  article-title: On the necessity of improving the environmental impacts of furniture and appliances in net-zero energy buildings
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2017.03.107
– volume: 702
  start-page: 135054
  year: 2020
  ident: ref_13
  article-title: A circular economy approach togreen energy: Wind turbine, waste, and material recovery
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2019.135054
– volume: 51
  start-page: 2267
  year: 2015
  ident: ref_19
  article-title: Performance Comparison of Evolutionary Algorithms for Airfoil Design
  publication-title: Procedia Comput. Sci.
  doi: 10.1016/j.procs.2015.05.384
– ident: ref_20
– volume: 107
  start-page: 456
  year: 2015
  ident: ref_25
  article-title: A new methodology for investigating the cost-optimality of energy retrofitting a building category
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2015.08.044
– volume: 66
  start-page: 286
  year: 2019
  ident: ref_27
  article-title: Life-Cycle Greenhouse Gas Emission Analyses for Green Star’s Concrete Credits in Australia
  publication-title: IEEE Trans. Eng. Manag.
  doi: 10.1109/TEM.2018.2832094
SSID ssj0000913810
Score 2.1565197
Snippet Currently, sustainability is considered a priority by society, with the household appliances being one of the economic sectors involved in achieving...
SourceID doaj
proquest
gale
crossref
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
StartPage 3206
SubjectTerms Appliance industry
Appliances
Computational intelligence
Consumers
Cost control
Customer relations
cyberphysical system
Decision making
decision support systems
Ecolabeling
Energy consumption
Energy efficiency
Energy use
Environmental impact
Game theory
Genetic algorithms
Green buildings
Green market
Households
Investments
Labeling
lifecycle cost analysis (LCCA)
Literature reviews
Marketing
Methods
multi-attribute value theory (MAVT)
Optimization techniques
sustainability
Sustainable development
Technology application
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LTxsxEB5B6IEeKI9WTUmRD0gtSKvG-8jaJxRQIi5NUR8SN8tPhIQSmt3293fG66Q5QC-97s5mHc149hvb830Ap8M8SFc6lzkvTVYaLTNTl-gQzm3BvfBOmyg2Uc9m4vZW3qQFtyYdq1zlxJio3cLSGvknOuvIaVOKXzz-zEg1inZXk4TGNuwQU1neg53Lyezm63qVhVgvBR92jXkF1ve0L8ypjM9J42jjUxQZ-5_Ly_FjM331v8Pch70EM9m4i4sD2PLzQ3i5QT54CAdpWjfsY-KePjsCO2bfMDGzTuwB7dh0dXqLtQtGGqCI19lVatxs2P2cfTFtJzOBt9fdWCzCWx1_n1pYGAJN9jm2WL-GH9PJ96vrLOkwZLYs8jaTrg7VyNc4V0NdWuGDDBVW5MaKEBBPujofel1aIiO0vLaFxsRhECkgFKgcPvUGevPF3L8FphGhmEoYRAajEo1lwGCopKFaGWNE9uF85RJlE0k5aWU8KCxWyH9qw399OF0bP3bcHE-bXZJv1yZEqB0vLJZ3Ks1PZZy3JBE_DFjvmlwIjXFjdcWdtgIH3IcPFBmKpj0OyOrUvYB_iwi01HhU4INVfN1gFRkq5YNG_Q2Ld_--fQy7OVX08UjlAHrt8pd_Dy_s7_a-WZ6k8P4DtDUEqg
  priority: 102
  providerName: ProQuest
Title A Soft Computing Framework to Support Consumers in Obtaining Sustainable Appliances from the Market
URI https://www.proquest.com/docview/2400129541
https://doaj.org/article/bdec40070f094b288a381ca51dac858b
Volume 10
WOSCitedRecordID wos000535541900219&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 2076-3417
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913810
  issn: 2076-3417
  databaseCode: DOA
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2076-3417
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913810
  issn: 2076-3417
  databaseCode: M~E
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 2076-3417
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913810
  issn: 2076-3417
  databaseCode: BENPR
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 2076-3417
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913810
  issn: 2076-3417
  databaseCode: PIMPY
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEB5EPehBfOL6IgfBBxQ3fWyb4youenBdfICeQp4gyCpu9fc7k2aXHhQvHttO23Qmk5mhme8DOOymXtjc2sQ6oZNcK5HoMkeDcG4y7ipnlQ5kE-VwWD09iVGL6ov2hDXwwI3izrR1hri7ux4LEZ1WlcIYY1TBrTJVUWlafbulaBVTYQ0WnKCrmoa8DOt6-h_MqXxPiduoFYICUv9v63EIMoNVWInZIes3o1qDOTdeh-UWZuA6rEVvnLDjCBl9sgGmz-5xPWUNRwPKscF00xWr3xhRd2KazS5iv-WEvYzZra4bdgi8PGuiYiErVeH51HnCMD9kN6EzehMeB5cPF1dJpE9ITJ6ldSJs6YueK9HFfJmbynnhCyyktam8xzTQlmnXqdwQhqDhpckU-rvGAI8RvLB41xbMj9_GbhuYwsRCo7IxoPdyFBYebVgITSUumlZ04HSqUWkitjhRXLxKrDFI_bKl_g4czoTfG0iNn8XOyTQzEcLBDidwdsg4O-Rfs6MDR2RYSd6KAzIqNh3gZxHulez3MryxCK_bm9peRjeeSNpgy-lPKN_5j9HswlJK5XrYL7kH8_XHp9uHRfNVv0w-DmDh_HI4ujsIMxmPRtc3o-dvqx35Ew
linkProvider Directory of Open Access Journals
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VLRLlALRQsVDAhyIeUsQmcTb2AaFt6apV26WCVurN-BVUCe2WTQDxp_iNzDjOsgfg1gPXZPJw8nle9swHsD3IKum4c4nz0iTcaJmYkuMPSVObp154p00gmygnE3F-Lk9W4GdXC0PbKjudGBS1m1nKkb-ivY4pLUqlby6_JMQaRaurHYVGC4tD_-M7hmz164O3-H-fZtl473R3P4msAonledYk0pVVMfQlIq8quRW-klWB8aWxoqrQO3JlNvCaW2qtZ9PS5hqngUG7h4atcHgV3vcarPKcF7wHqzt7k5P3i6wOddkU6aAtBMxzOaB16JTSBhlxKi2ZvsAQ8Dc7EIzb-Pb_9lnuwK3oRrNRi_t1WPHTDbi51FxxA9aj2qrZ89hb-8VdsCP2AQ0Pa8ksUI6Nu91prJkx4jjFeITtxsLUml1M2TvTtDQaeHpRbcaC-67D_alEh6EjzY5DCfk9OLuSoW9Cbzqb-vvANHpgphAGPZ8hR2FZIdgLaSgXgHNA9uFlBwFlYxN24gL5rDAYI7yoJbz0YXshfNn2Hvmz2A5haSFCDcPDgdn8k4r6RxnnLafeThXG8yYTQiNOrS5Sp63AF-7DM0KiIrWGL2R1rM7AYVGDMDUa5nhhER631SFRRX1Xq98wfPDv00_gxv7p8ZE6OpgcPoS1jLIXYfvoFvSa-Vf_CK7bb81FPX8cpxaDj1cN21_H9mEe
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9NAEB6VFiF6AFpAhBbYQxEPyWrWj9h7QCh9RFSFEAGVelv2iSqhpI0NqH-NX8fMeh1yAG49cI3Hjh_fPHZ2Zj6AnX7qhc2tTawTOsm1Eokuc_wgnJuMu8pZpQPZRDkeV6enYrICP7teGCqr7GxiMNR2ZihHvku1jpw2pfiuj2URk4PR6_OLhBikaKe1o9NoIXLsLn_g8q1-dXSA3_ppmo4OP-2_SSLDQGLyLG0SYUtfDFyJKPRlbirnhS9wralN5T1GSrZM-07lhsbsGV6aTKFKaPSB6OQKi2fhda_BWpmJPmrX2t7hePJhkeGhiZsV77dNgRmK0J40pxRCSvxKS24wsAX8zScERze6_T-_ojtwK4bXbNjqwwasuOkmrC8NXdyEjWjOavY8ztx-cRfMkH1Eh8RakguUY6Ouao01M0bcp7hOYfuxYbVmZ1P2XjctvQYeXnShsRDWq3B9at1hGGCzd6G1_B6cXMmj34fV6WzqHgBTGJnpotIYEQ1yFBYelaAQmnIEqBuiBy87OEgTh7MTR8hXiYs0wo5cwk4PdhbC5-1Mkj-L7RGuFiI0SDz8MJt_kdEuSW2dyWnmk8d1vk6rSiFmjSq4VabCG-7BM0KlJHOHN2RU7NrAx6LBYXI4yPDEIvzddodKGe1gLX9D8uG_Dz-BG4hV-fZofLwFN1NKaoSq0m1Ybebf3CO4br43Z_X8cdQyBp-vGrW_AGwDaeE
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Soft+Computing+Framework+to+Support+Consumers+in+Obtaining+Sustainable+Appliances+from+the+Market&rft.jtitle=Applied+sciences&rft.au=Ricardo+Santos&rft.au=Ant%C3%B3nio+Abreu&rft.au=Jos%C3%A9+Soares&rft.au=Fernanda+Mendes&rft.date=2020-05-01&rft.pub=MDPI+AG&rft.eissn=2076-3417&rft.volume=10&rft.issue=9&rft.spage=3206&rft_id=info:doi/10.3390%2Fapp10093206&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_bdec40070f094b288a381ca51dac858b
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2076-3417&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2076-3417&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2076-3417&client=summon