{"id":"https://openalex.org/W3200890434","doi":"https://doi.org/10.1007/978-3-030-86970-0_36","title":"Hydrogen Economy and Its Production Impact on Automobile Industry Forecasting in Ecuador Using Principal Component Analysis","display_name":"Hydrogen Economy and Its Production Impact on Automobile Industry Forecasting in Ecuador Using Principal Component Analysis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3200890434","doi":"https://doi.org/10.1007/978-3-030-86970-0_36","mag":"3200890434"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86970-0_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86970-0_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009534824","display_name":"Joffre Espin","orcid":"https://orcid.org/0000-0001-5988-8233"},"institutions":[{"id":"https://openalex.org/I4210144088","display_name":"Universidad T\u00e9cnica de Ambato","ror":"https://ror.org/048nctr92","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210144088"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Joffre Espin","raw_affiliation_strings":["Facultad de Ingenier\u00eda en Sistemas, Electr\u00f3nica e Industrial, Universidad T\u00e9cnica de Ambato, Ambato, Ecuador"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda en Sistemas, Electr\u00f3nica e Industrial, Universidad T\u00e9cnica de Ambato, Ambato, Ecuador","institution_ids":["https://openalex.org/I4210144088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073594909","display_name":"Eduardo Patricio Est\u00e9vez Ruiz","orcid":"https://orcid.org/0000-0003-1753-4204"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Estevez","raw_affiliation_strings":["Universidade da Coru\u00f1a, Grupo de Pol\u00edmeros, Departamento de F\u00edsica y Ciencias de la Tierra, Escuela Universitaria Polit\u00e9cnica, Serantes, Ferrol, Spain"],"affiliations":[{"raw_affiliation_string":"Universidade da Coru\u00f1a, Grupo de Pol\u00edmeros, Departamento de F\u00edsica y Ciencias de la Tierra, Escuela Universitaria Polit\u00e9cnica, Serantes, Ferrol, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019643065","display_name":"Saravana Prakash Thirumuruganandham","orcid":"https://orcid.org/0000-0003-4210-1363"},"institutions":[{"id":"https://openalex.org/I4210127378","display_name":"Universidad Tecnol\u00f3gica Indoam\u00e9rica","ror":"https://ror.org/02nn67a65","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210127378"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Saravana Prakash Thirumuruganandham","raw_affiliation_strings":["Faculty of Industrial Engineering, Centro de Investigaci\u00f3n en Mecatr\u00f3nica y Sistemas Interactivos - MIST del Instituto de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n, Universidad Tecnol\u00f3gica Indoam\u00e9rica, Ambato, Ecuador"],"affiliations":[{"raw_affiliation_string":"Faculty of Industrial Engineering, Centro de Investigaci\u00f3n en Mecatr\u00f3nica y Sistemas Interactivos - MIST del Instituto de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n, Universidad Tecnol\u00f3gica Indoam\u00e9rica, Ambato, Ecuador","institution_ids":["https://openalex.org/I4210127378"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009534824"],"corresponding_institution_ids":["https://openalex.org/I4210144088"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5829,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69668246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"512","last_page":"526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9853000044822693,"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"}},"topics":[{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9853000044822693,"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/T10507","display_name":"Biodiesel Production and Applications","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/principal-component-analysis","display_name":"Principal component analysis","score":0.6480986475944519},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5682665109634399},{"id":"https://openalex.org/keywords/hydrogen","display_name":"Hydrogen","score":0.5666183829307556},{"id":"https://openalex.org/keywords/hydrogen-production","display_name":"Hydrogen production","score":0.5516428351402283},{"id":"https://openalex.org/keywords/hydrogen-economy","display_name":"Hydrogen economy","score":0.5006942749023438},{"id":"https://openalex.org/keywords/hydrogen-vehicle","display_name":"Hydrogen vehicle","score":0.4875294864177704},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.42891913652420044},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.4284120500087738},{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.4240700304508209},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4150822162628174},{"id":"https://openalex.org/keywords/hydrogen-fuel","display_name":"Hydrogen fuel","score":0.3841666579246521},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3738800883293152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3517382740974426},{"id":"https://openalex.org/keywords/economy","display_name":"Economy","score":0.3515053987503052},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24771398305892944},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17992988228797913},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.17666450142860413},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12954461574554443},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10141587257385254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07486706972122192},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.07390639185905457}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6480986475944519},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5682665109634399},{"id":"https://openalex.org/C512968161","wikidata":"https://www.wikidata.org/wiki/Q556","display_name":"Hydrogen","level":2,"score":0.5666183829307556},{"id":"https://openalex.org/C202189072","wikidata":"https://www.wikidata.org/wiki/Q1929999","display_name":"Hydrogen production","level":3,"score":0.5516428351402283},{"id":"https://openalex.org/C39380314","wikidata":"https://www.wikidata.org/wiki/Q478859","display_name":"Hydrogen economy","level":4,"score":0.5006942749023438},{"id":"https://openalex.org/C19065316","wikidata":"https://www.wikidata.org/wiki/Q2551748","display_name":"Hydrogen vehicle","level":4,"score":0.4875294864177704},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.42891913652420044},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.4284120500087738},{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.4240700304508209},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4150822162628174},{"id":"https://openalex.org/C9682599","wikidata":"https://www.wikidata.org/wiki/Q11549077","display_name":"Hydrogen fuel","level":3,"score":0.3841666579246521},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3738800883293152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3517382740974426},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.3515053987503052},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24771398305892944},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17992988228797913},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.17666450142860413},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12954461574554443},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10141587257385254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07486706972122192},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.07390639185905457},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86970-0_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86970-0_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W194588607","https://openalex.org/W1531187632","https://openalex.org/W2061117617","https://openalex.org/W2546207865","https://openalex.org/W2792164362","https://openalex.org/W2904061688","https://openalex.org/W2910027480","https://openalex.org/W2983438687","https://openalex.org/W3004183105","https://openalex.org/W3080833062","https://openalex.org/W3094278072","https://openalex.org/W3116794653","https://openalex.org/W3118596567","https://openalex.org/W3128069129","https://openalex.org/W3157634811"],"related_works":["https://openalex.org/W4366778103","https://openalex.org/W2762630659","https://openalex.org/W4233333127","https://openalex.org/W4214508442","https://openalex.org/W4386090241","https://openalex.org/W3124780120","https://openalex.org/W1486721447","https://openalex.org/W1669784291","https://openalex.org/W2081785394","https://openalex.org/W1993968581"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}