{"id":"https://openalex.org/W3158954161","doi":"https://doi.org/10.1109/tim.2021.3077659","title":"A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy","display_name":"A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3158954161","doi":"https://doi.org/10.1109/tim.2021.3077659","mag":"3158954161"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2021.3077659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2021.3077659","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","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/A5016887912","display_name":"Huijing Yu","orcid":"https://orcid.org/0000-0002-0933-1178"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijing Yu","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0933-1178","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048267931","display_name":"Wenli Du","orcid":"https://orcid.org/0000-0002-2676-6341"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenli Du","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2676-6341","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091158145","display_name":"Zi\u2013Qiang Lang","orcid":"https://orcid.org/0000-0003-3598-089X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zi-Qiang Lang","raw_affiliation_strings":["The University of Sheffield, Sheffield, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3598-089X","affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437052","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-7005-9409"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7005-9409","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010215964","display_name":"Jian Long","orcid":"https://orcid.org/0000-0002-3221-309X"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Long","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3221-309X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4279,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.8794511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"70","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/naphtha","display_name":"Naphtha","score":0.8945679664611816},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8616961240768433},{"id":"https://openalex.org/keywords/near-infrared-spectroscopy","display_name":"Near-infrared spectroscopy","score":0.5570117235183716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45691758394241333},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.4256621301174164},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4115302264690399},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.3737570643424988},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3577364683151245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35537105798721313},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35061025619506836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33330485224723816},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20645812153816223},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08256244659423828}],"concepts":[{"id":"https://openalex.org/C134484671","wikidata":"https://www.wikidata.org/wiki/Q898983","display_name":"Naphtha","level":3,"score":0.8945679664611816},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8616961240768433},{"id":"https://openalex.org/C43571822","wikidata":"https://www.wikidata.org/wiki/Q599037","display_name":"Near-infrared spectroscopy","level":2,"score":0.5570117235183716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45691758394241333},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.4256621301174164},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4115302264690399},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.3737570643424988},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3577364683151245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35537105798721313},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35061025619506836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33330485224723816},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20645812153816223},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08256244659423828},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2021.3077659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2021.3077659","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2204885901","display_name":null,"funder_award_id":"201906745024","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G4427995887","display_name":null,"funder_award_id":"61725301","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G5789780205","display_name":null,"funder_award_id":"61988101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7579793218","display_name":null,"funder_award_id":"61720106008","funder_id":"https://openalex.org/F4320335568","funder_display_name":"International Cooperation and Exchange Programme"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322449","display_name":"Tongji University","ror":"https://ror.org/03rc6as71"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335568","display_name":"International Cooperation and Exchange Programme","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2027666102","https://openalex.org/W2053883254","https://openalex.org/W2073374589","https://openalex.org/W2080377254","https://openalex.org/W2091455850","https://openalex.org/W2091998550","https://openalex.org/W2092519421","https://openalex.org/W2092541168","https://openalex.org/W2139269942","https://openalex.org/W2142085250","https://openalex.org/W2166786874","https://openalex.org/W2341468012","https://openalex.org/W2619807833","https://openalex.org/W2626765686","https://openalex.org/W2791833159","https://openalex.org/W2799365888","https://openalex.org/W2806761282","https://openalex.org/W2901409046","https://openalex.org/W2907732759","https://openalex.org/W2912632911","https://openalex.org/W2912709899","https://openalex.org/W2923436937","https://openalex.org/W2937692437","https://openalex.org/W2971467312","https://openalex.org/W2978836906","https://openalex.org/W2980754119","https://openalex.org/W3002841056","https://openalex.org/W3004874289","https://openalex.org/W3005363104","https://openalex.org/W3016474591","https://openalex.org/W3020779457","https://openalex.org/W3033818760","https://openalex.org/W3124489290","https://openalex.org/W6680508596"],"related_works":["https://openalex.org/W2549373654","https://openalex.org/W2380178054","https://openalex.org/W2389468923","https://openalex.org/W2091366328","https://openalex.org/W2364049186","https://openalex.org/W2017474415","https://openalex.org/W2088725459","https://openalex.org/W2982130095","https://openalex.org/W2355409768","https://openalex.org/W2077021924"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,47,53,110],"study":[4],"about":[5],"the":[6,25,80,86,105,120,145,151,158,161],"rapid":[7],"characterization":[8],"of":[9,21,32,107,150,160],"petroleum":[10,90],"naphtha":[11,91],"properties":[12],"based":[13],"on":[14,133],"near-infrared":[15],"(NIR)":[16],"spectroscopy.":[17],"The":[18,61,82,142],"major":[19],"challenge":[20],"this":[22,45],"problem":[23],"is":[24,114],"low":[26],"prediction":[27],"accuracy":[28,128],"and":[29,39,52,70,93,122,129,156,165],"poor":[30],"robustness":[31,99],"predictive":[33],"models":[34],"caused":[35],"by":[36],"significant":[37],"noise":[38,69],"insufficient":[40],"sample":[41],"data.":[42],"To":[43],"address":[44],"challenge,":[46],"machine":[48],"learning":[49],"(ML)":[50],"method":[51,57,84,155],"correlation":[54,87,123],"analysis":[55],"(CA)":[56],"are":[58],"applied,":[59],"respectively.":[60],"ML":[62,121,152],"approach":[63,113,164],"uses":[64],"wavelet":[65],"transform":[66],"to":[67,77,97,103],"reduce":[68],"kernel":[71],"partial":[72],"least":[73],"square":[74],"(kPLS)":[75],"algorithm":[76],"deal":[78],"with":[79,147],"nonlinearities.":[81],"CA":[83,154],"utilizes":[85],"relationship":[88],"between":[89],"samples":[92],"real-time":[94],"NIR":[95,134],"data":[96,136],"solve":[98],"problem.":[100],"In":[101],"order":[102],"exploit":[104],"advantages":[106,159],"both":[108,126],"methods,":[109],"novel":[111],"integration":[112],"then":[115],"proposed,":[116],"which":[117],"systematically":[118],"integrates":[119],"methods":[124],"for":[125],"good":[127],"robustness.":[130],"Application":[131],"studies":[132],"spectroscopy":[135],"from":[137],"industry":[138],"have":[139],"been":[140],"conducted.":[141],"results":[143],"confirm":[144],"issues":[146],"only":[148],"use":[149],"or":[153],"demonstrate":[157],"proposed":[162],"integrated":[163],"its":[166],"potential":[167],"in":[168],"industrial":[169],"applications.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}