{"id":"https://openalex.org/W2728838725","doi":"https://doi.org/10.1007/978-3-319-62701-4_24","title":"Real-Time Prediction of Styrene Production Volume Based on Machine Learning Algorithms","display_name":"Real-Time Prediction of Styrene Production Volume Based on Machine Learning Algorithms","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2728838725","doi":"https://doi.org/10.1007/978-3-319-62701-4_24","mag":"2728838725"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-62701-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-62701-4_24","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/A5040141548","display_name":"Yikai Wu","orcid":"https://orcid.org/0000-0002-8933-6293"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yikai Wu","raw_affiliation_strings":["Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043358844","display_name":"Fang Hou","orcid":"https://orcid.org/0000-0002-8460-1043"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fang Hou","raw_affiliation_strings":["Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068940106","display_name":"Xiaopei Cheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaopei Cheng","raw_affiliation_strings":["Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Accenture, 21/F West Tower, World Financial Center, no. 1, East 3rd Ring Middle Road, 100020, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040141548"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.512,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8007533,"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":"301","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9883000254631042,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9883000254631042,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9545999765396118,"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/ethylbenzene","display_name":"Ethylbenzene","score":0.8311530947685242},{"id":"https://openalex.org/keywords/styrene","display_name":"Styrene","score":0.712519645690918},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6258406043052673},{"id":"https://openalex.org/keywords/dehydrogenation","display_name":"Dehydrogenation","score":0.605986475944519},{"id":"https://openalex.org/keywords/time-lag","display_name":"Time lag","score":0.5717707872390747},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5618337392807007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5607755780220032},{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.5346989035606384},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4938105046749115},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.48192667961120605},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4767345190048218},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35089346766471863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32386481761932373},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20701757073402405},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15668582916259766},{"id":"https://openalex.org/keywords/copolymer","display_name":"Copolymer","score":0.11005616188049316},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0838184654712677}],"concepts":[{"id":"https://openalex.org/C2779533485","wikidata":"https://www.wikidata.org/wiki/Q409184","display_name":"Ethylbenzene","level":3,"score":0.8311530947685242},{"id":"https://openalex.org/C2777566558","wikidata":"https://www.wikidata.org/wiki/Q28917","display_name":"Styrene","level":4,"score":0.712519645690918},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6258406043052673},{"id":"https://openalex.org/C119889771","wikidata":"https://www.wikidata.org/wiki/Q898262","display_name":"Dehydrogenation","level":3,"score":0.605986475944519},{"id":"https://openalex.org/C2987767877","wikidata":"https://www.wikidata.org/wiki/Q352862","display_name":"Time lag","level":3,"score":0.5717707872390747},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5618337392807007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5607755780220032},{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.5346989035606384},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4938105046749115},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48192667961120605},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4767345190048218},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35089346766471863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32386481761932373},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20701757073402405},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15668582916259766},{"id":"https://openalex.org/C15920480","wikidata":"https://www.wikidata.org/wiki/Q421281","display_name":"Copolymer","level":3,"score":0.11005616188049316},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0838184654712677},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0},{"id":"https://openalex.org/C2777691172","wikidata":"https://www.wikidata.org/wiki/Q2270","display_name":"Benzene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-62701-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-62701-4_24","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W41426392","https://openalex.org/W179183578","https://openalex.org/W340056678","https://openalex.org/W586305373","https://openalex.org/W1539265392","https://openalex.org/W2007736275","https://openalex.org/W2145938889","https://openalex.org/W2375711741","https://openalex.org/W2912934387","https://openalex.org/W4246354968"],"related_works":["https://openalex.org/W2361852734","https://openalex.org/W2093488459","https://openalex.org/W2362684353","https://openalex.org/W2360765195","https://openalex.org/W2462384025","https://openalex.org/W1515325440","https://openalex.org/W2271161841","https://openalex.org/W2244276837","https://openalex.org/W577366904","https://openalex.org/W2380209529"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
