{"id":"https://openalex.org/W4386282912","doi":"https://doi.org/10.3390/data8090137","title":"A Framework for Evaluating Renewable Energy for Decision-Making Integrating a Hybrid FAHP-TOPSIS Approach: A Case Study in Valle del Cauca, Colombia","display_name":"A Framework for Evaluating Renewable Energy for Decision-Making Integrating a Hybrid FAHP-TOPSIS Approach: A Case Study in Valle del Cauca, Colombia","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4386282912","doi":"https://doi.org/10.3390/data8090137"},"language":"en","primary_location":{"id":"doi:10.3390/data8090137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8090137","pdf_url":"https://www.mdpi.com/2306-5729/8/9/137/pdf?version=1693389987","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/8/9/137/pdf?version=1693389987","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092817295","display_name":"Mateo Barrera-Zapata","orcid":"https://orcid.org/0000-0002-9951-6079"},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Mateo Barrera-Zapata","raw_affiliation_strings":["Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-9951-6079","affiliations":[{"raw_affiliation_string":"Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia","institution_ids":["https://openalex.org/I91732220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092807657","display_name":"Fabian Zu\u00f1iga-Cortes","orcid":"https://orcid.org/0000-0003-2277-0578"},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Fabian Zu\u00f1iga-Cortes","raw_affiliation_strings":["Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-2277-0578","affiliations":[{"raw_affiliation_string":"Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia","institution_ids":["https://openalex.org/I91732220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085522939","display_name":"Eduardo Caicedo","orcid":"https://orcid.org/0000-0003-0727-2917"},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Eduardo Caicedo-Bravo","raw_affiliation_strings":["Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-0727-2917","affiliations":[{"raw_affiliation_string":"Research Group Percepci\u00f3n y Sistemas Inteligentes (PSI), School of Electrical and Electronics Engineering, Faculty of Engineering, Universidad del Valle, Calle 13 #100-00, Cali 760032, Colombia","institution_ids":["https://openalex.org/I91732220"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092817295"],"corresponding_institution_ids":["https://openalex.org/I91732220"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.5982,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6372438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":"9","first_page":"137","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6962296962738037},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5774369239807129},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5659903883934021},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.5406235456466675},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4906681776046753},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.46912455558776855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44907715916633606},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4442160427570343},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.27178382873535156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2276468575000763},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11685249209403992},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08912715315818787}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6962296962738037},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5774369239807129},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5659903883934021},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.5406235456466675},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4906681776046753},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.46912455558776855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44907715916633606},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4442160427570343},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.27178382873535156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2276468575000763},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11685249209403992},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08912715315818787},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/data8090137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8090137","pdf_url":"https://www.mdpi.com/2306-5729/8/9/137/pdf?version=1693389987","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:8:y:2023:i:9:p:137-:d:1229018","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/8/9/137/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:d770b2bfa7024b57a145977369e0c89a","is_oa":true,"landing_page_url":"https://doaj.org/article/d770b2bfa7024b57a145977369e0c89a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 8, Iss 9, p 137 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/8/9/137/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data8090137","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data8090137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8090137","pdf_url":"https://www.mdpi.com/2306-5729/8/9/137/pdf?version=1693389987","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386282912.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W1963593953","https://openalex.org/W2017392369","https://openalex.org/W2018168636","https://openalex.org/W2060942235","https://openalex.org/W2143593856","https://openalex.org/W2170758224","https://openalex.org/W2511890826","https://openalex.org/W2607821264","https://openalex.org/W2794649776","https://openalex.org/W2802686152","https://openalex.org/W2892462230","https://openalex.org/W2910229310","https://openalex.org/W2944048288","https://openalex.org/W2953892246","https://openalex.org/W2957288202","https://openalex.org/W2996646677","https://openalex.org/W3088943128","https://openalex.org/W3119252967","https://openalex.org/W3158107407","https://openalex.org/W3158836942","https://openalex.org/W3162862744","https://openalex.org/W3163837571","https://openalex.org/W3188026390","https://openalex.org/W3197417553","https://openalex.org/W3199150020","https://openalex.org/W4200074730","https://openalex.org/W4200337841","https://openalex.org/W4210911589","https://openalex.org/W4213300707","https://openalex.org/W4231088795","https://openalex.org/W4317728349"],"related_works":["https://openalex.org/W2041949587","https://openalex.org/W2958553423","https://openalex.org/W2358217305","https://openalex.org/W2359186709","https://openalex.org/W4282827651","https://openalex.org/W4324117723","https://openalex.org/W3015638941","https://openalex.org/W3154161952","https://openalex.org/W2778781604","https://openalex.org/W4235219488"],"abstract_inverted_index":{"At":[0],"present,":[1],"the":[2,18,30,36,49,71,94,144,181,187,195],"energy":[3,26,38],"landscape":[4],"of":[5,20,35,48,73,97,117,137,149,155,168,174,190],"many":[6],"countries":[7],"faces":[8],"transformational":[9],"challenges":[10],"driven":[11],"by":[12,17,79],"sustainable":[13,67],"development":[14],"objectives,":[15],"supported":[16],"implementation":[19],"clean":[21],"technologies,":[22],"such":[23],"as":[24,130,180],"renewable":[25],"sources,":[27],"to":[28,60,113],"meet":[29],"flexibility":[31],"and":[32,106,119,140,170,177,193],"diversification":[33],"needs":[34],"traditional":[37],"mix.":[39],"However,":[40],"integrating":[41],"these":[42],"technologies":[43],"requires":[44],"a":[45,66,84,90,115,123,131,135,156,165,172],"thorough":[46],"study":[47,158],"context":[50],"in":[51,159,184],"which":[52],"they":[53],"are":[54,111,120],"developed.":[55],"Furthermore,":[56],"it":[57],"is":[58,128],"necessary":[59],"carry":[61],"out":[62],"an":[63],"analysis":[64,87],"from":[65],"approach":[68],"that":[69,88],"quantifies":[70],"impact":[72],"proposals":[74],"on":[75],"multiple":[76],"objectives":[77],"established":[78],"stakeholders.":[80,198],"This":[81],"article":[82],"presents":[83],"framework":[85],"for":[86,92,99,186,197],"integrates":[89],"method":[91],"evaluating":[93],"technical":[95],"feasibility":[96],"resources":[98,110,192],"photovoltaic":[100],"solar,":[101],"wind,":[102],"small":[103],"hydroelectric":[104],"power,":[105],"biomass":[107],"generation.":[108],"These":[109],"used":[112,129],"construct":[114],"set":[116],"alternatives":[118,145,169],"evaluated":[121],"using":[122],"hybrid":[124],"FAHP-TOPSIS":[125,127],"approach.":[126],"comparison":[132],"technique":[133],"among":[134],"collection":[136],"technical,":[138],"economic,":[139],"environmental":[141],"criteria,":[142],"ranking":[143],"considering":[146],"their":[147],"level":[148],"trade-off":[150],"between":[151],"criteria.":[152],"The":[153],"results":[154],"case":[157],"Valle":[160],"del":[161],"Cauca":[162],"(Colombia)":[163],"offer":[164],"wide":[166],"range":[167],"indicate":[171],"combination":[173],"50%":[175,178],"biomass,":[176],"solar":[179],"best,":[182],"assisting":[183],"decision-making":[185],"correct":[188],"use":[189],"available":[191],"maximizing":[194],"benefits":[196]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
