{"id":"https://openalex.org/W4391053124","doi":"https://doi.org/10.1016/j.jclepro.2024.140738","title":"Machine learning-based optimization of catalytic hydrodeoxygenation of biomass pyrolysis oil","display_name":"Machine learning-based optimization of catalytic hydrodeoxygenation of biomass pyrolysis oil","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391053124","doi":"https://doi.org/10.1016/j.jclepro.2024.140738"},"language":"en","primary_location":{"id":"doi:10.1016/j.jclepro.2024.140738","doi":"https://doi.org/10.1016/j.jclepro.2024.140738","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jclepro.2024.140738","pdf_url":null,"source":{"id":"https://openalex.org/S58516903","display_name":"Journal of Cleaner Production","issn_l":"0959-6526","issn":["0959-6526","1879-1786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cleaner Production","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5088081170","display_name":"Xiangmeng Chen","orcid":"https://orcid.org/0009-0001-8702-398X","observed_orcids":["https://orcid.org/0009-0001-8702-398X"]},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmeng Chen","raw_affiliation_strings":["Henan Province International Collaboration Lab of Forest Resources Utilization, School of Science, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Province International Collaboration Lab of Forest Resources Utilization, School of Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073650721","display_name":"Alireza Shafizadeh","orcid":"https://orcid.org/0000-0002-0325-4327","observed_orcids":["https://orcid.org/0000-0002-0325-4327","https://orcid.org/0000-0001-8969-4755"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Shafizadeh","raw_affiliation_strings":["Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran"],"raw_orcid":"https://orcid.org/0000-0002-0325-4327","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055178753","display_name":"Hossein Shahbeik","orcid":"https://orcid.org/0000-0002-7509-019X","observed_orcids":["https://orcid.org/0000-0002-7509-019X"]},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hossein Shahbeik","raw_affiliation_strings":["Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009537783","display_name":"Shahin Rafiee","orcid":"https://orcid.org/0000-0003-2647-3984","observed_orcids":["https://orcid.org/0000-0003-2647-3984"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shahin Rafiee","raw_affiliation_strings":["Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093752358","display_name":"Milad Golvirdizadeh","orcid":"https://orcid.org/0009-0001-4666-844X","observed_orcids":["https://orcid.org/0009-0001-4666-844X"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Milad Golvirdizadeh","raw_affiliation_strings":["Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074307719","display_name":"Aysooda Moradi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Aysooda Moradi","raw_affiliation_strings":["Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026284728","display_name":"Wanxi Peng","orcid":"https://orcid.org/0000-0003-2800-4153","observed_orcids":["https://orcid.org/0000-0003-2800-4153"]},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanxi Peng","raw_affiliation_strings":["Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018975442","display_name":"Meisam Tabatabaei","orcid":"https://orcid.org/0000-0001-8067-1944","observed_orcids":["https://orcid.org/0000-0001-8067-1944"]},"institutions":[{"id":"https://openalex.org/I157696592","display_name":"Universiti Malaysia Terengganu","ror":"https://ror.org/02474f074","country_code":"MY","type":"education","lineage":["https://openalex.org/I157696592"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN","MY"],"is_corresponding":true,"raw_author_name":"Meisam Tabatabaei","raw_affiliation_strings":["Department of Biomaterials, Saveetha Dental College, Saveetha Institute of Medical and Technical Sciences, Chennai, 600 077, India","Higher Institution Centre of Excellence (HICoE), Institute of Tropical Aquaculture and Fisheries (AKUATROP), Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8067-1944","affiliations":[{"raw_affiliation_string":"Department of Biomaterials, Saveetha Dental College, Saveetha Institute of Medical and Technical Sciences, Chennai, 600 077, India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Higher Institution Centre of Excellence (HICoE), Institute of Tropical Aquaculture and Fisheries (AKUATROP), Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia","institution_ids":["https://openalex.org/I157696592"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031010143","display_name":"Mortaza Aghbashlo","orcid":"https://orcid.org/0000-0001-8534-4686","observed_orcids":["https://orcid.org/0000-0001-8534-4686"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN","IR"],"is_corresponding":true,"raw_author_name":"Mortaza Aghbashlo","raw_affiliation_strings":["Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Henan Province Forest Resources Sustainable Development and High-value Utilization Engineering Research Center, School of Forestry, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018975442","https://openalex.org/A5031010143"],"corresponding_institution_ids":["https://openalex.org/I157696592","https://openalex.org/I23946033","https://openalex.org/I4750791","https://openalex.org/I85461943"],"apc_list":{"value":4260,"currency":"USD","value_usd":4260},"apc_paid":null,"fwci":4.3436,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.96574499,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"437","issue":null,"first_page":"140738","last_page":"140738"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11351","display_name":"Catalysis and Hydrodesulfurization Studies","score":0.5160999894142151,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11351","display_name":"Catalysis and Hydrodesulfurization Studies","score":0.5160999894142151,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10088","display_name":"Thermochemical Biomass Conversion Processes","score":0.365200012922287,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"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/T11009","display_name":"Catalysis for Biomass Conversion","score":0.0608999989926815,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/catalytic-hydrodeoxygenation","display_name":"catalytic hydrodeoxygenation","score":0.996999979019165},{"id":"https://openalex.org/keywords/biomass-pyrolysis-oil","display_name":"biomass pyrolysis oil","score":0.8799999952316284},{"id":"https://openalex.org/keywords/bio-oil-upgrading","display_name":"bio-oil upgrading","score":0.9539999961853027},{"id":"https://openalex.org/keywords/guaiacol","display_name":"guaiacol","score":0.9819999933242798},{"id":"https://openalex.org/keywords/machine-learning-optimization","display_name":"machine learning optimization","score":0.847000002861023},{"id":"https://openalex.org/keywords/gradient-boosting-regression","display_name":"gradient boosting regression","score":0.9679999947547913},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.9639999866485596},{"id":"https://openalex.org/keywords/catalyst-surface-area","display_name":"catalyst surface area","score":0.8360000252723694},{"id":"https://openalex.org/keywords/catalyst-crystallinity","display_name":"catalyst crystallinity","score":0.7850000262260437},{"id":"https://openalex.org/keywords/reaction-temperature","display_name":"reaction temperature","score":0.5529999732971191},{"id":"https://openalex.org/keywords/hydrogen-pressure","display_name":"hydrogen pressure","score":0.9100000262260437},{"id":"https://openalex.org/keywords/oxygenated-compounds","display_name":"oxygenated compounds","score":0.6100000143051147},{"id":"https://openalex.org/keywords/process-parameter-optimization","display_name":"process parameter optimization","score":0.5770000219345093}],"concepts":[{"id":"https://openalex.org/C2778496505","wikidata":"https://www.wikidata.org/wiki/Q5954761","display_name":"Hydrodeoxygenation","level":4,"score":0.986703097820282},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.6835294365882874},{"id":"https://openalex.org/C36759035","wikidata":"https://www.wikidata.org/wiki/Q176848","display_name":"Pyrolysis","level":2,"score":0.6757773160934448},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.6700358390808105},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.5004117488861084},{"id":"https://openalex.org/C2780536370","wikidata":"https://www.wikidata.org/wiki/Q898694","display_name":"Pyrolysis oil","level":3,"score":0.48488956689834595},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.45643651485443115},{"id":"https://openalex.org/C528095902","wikidata":"https://www.wikidata.org/wiki/Q2283886","display_name":"Pulp and paper industry","level":1,"score":0.44212836027145386},{"id":"https://openalex.org/C53991642","wikidata":"https://www.wikidata.org/wiki/Q128991","display_name":"Biofuel","level":2,"score":0.41522300243377686},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3604525625705719},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.3241679072380066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22843456268310547},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.14906567335128784},{"id":"https://openalex.org/C118792377","wikidata":"https://www.wikidata.org/wiki/Q108584245","display_name":"Selectivity","level":3,"score":0.08206331729888916},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0778186023235321}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jclepro.2024.140738","doi":"https://doi.org/10.1016/j.jclepro.2024.140738","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jclepro.2024.140738","pdf_url":null,"source":{"id":"https://openalex.org/S58516903","display_name":"Journal of Cleaner Production","issn_l":"0959-6526","issn":["0959-6526","1879-1786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cleaner Production","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9090999960899353,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"},{"score":0.7811999917030334,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1966276911","https://openalex.org/W2003591573","https://openalex.org/W2027449616","https://openalex.org/W2027666102","https://openalex.org/W2039240409","https://openalex.org/W2181697293","https://openalex.org/W2195671126","https://openalex.org/W2441315211","https://openalex.org/W2510426596","https://openalex.org/W2586700274","https://openalex.org/W2736837310","https://openalex.org/W2737706773","https://openalex.org/W2763148304","https://openalex.org/W2806245972","https://openalex.org/W2886368623","https://openalex.org/W2887138895","https://openalex.org/W2893158555","https://openalex.org/W2902721827","https://openalex.org/W2923964976","https://openalex.org/W2937393963","https://openalex.org/W2984432074","https://openalex.org/W2990531785","https://openalex.org/W3005705209","https://openalex.org/W3018344542","https://openalex.org/W3019146546","https://openalex.org/W3025920696","https://openalex.org/W3037008228","https://openalex.org/W3040143314","https://openalex.org/W3047173122","https://openalex.org/W3047737549","https://openalex.org/W3087194897","https://openalex.org/W3094704314","https://openalex.org/W3096854021","https://openalex.org/W3104884246","https://openalex.org/W3116535283","https://openalex.org/W3127748028","https://openalex.org/W3130868315","https://openalex.org/W3136570575","https://openalex.org/W3176278271","https://openalex.org/W3204865406","https://openalex.org/W3206965553","https://openalex.org/W3211431567","https://openalex.org/W4200399651","https://openalex.org/W4220949432","https://openalex.org/W4221129463","https://openalex.org/W4221133461","https://openalex.org/W4226000551","https://openalex.org/W4226178925","https://openalex.org/W4226408629","https://openalex.org/W4284883676","https://openalex.org/W4297025274","https://openalex.org/W4304759174","https://openalex.org/W4307816984","https://openalex.org/W4308524645","https://openalex.org/W4311818859","https://openalex.org/W4313256544","https://openalex.org/W4313530335","https://openalex.org/W4318997114","https://openalex.org/W4322623856","https://openalex.org/W4322762198","https://openalex.org/W4323351080","https://openalex.org/W4366494941","https://openalex.org/W4367682440","https://openalex.org/W4376605490","https://openalex.org/W4380714918","https://openalex.org/W4385170849","https://openalex.org/W4389232895","https://openalex.org/W4389502972"],"related_works":["https://openalex.org/W7154941004","https://openalex.org/W4411408629","https://openalex.org/W2521438405","https://openalex.org/W4402490510","https://openalex.org/W3215616543","https://openalex.org/W4401464535","https://openalex.org/W4386811003","https://openalex.org/W4221133461","https://openalex.org/W4396898703","https://openalex.org/W3108642445"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":10}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-21T00:00:00"}