{"id":"https://openalex.org/W7168034874","doi":"https://doi.org/10.1016/j.neucom.2026.134484","title":"Mechanism-guided time series contrastive learning for soft sensing in erythromycin fermentation","display_name":"Mechanism-guided time series contrastive learning for soft sensing in erythromycin fermentation","publication_year":2026,"publication_date":"2026-07-11","ids":{"openalex":"https://openalex.org/W7168034874","doi":"https://doi.org/10.1016/j.neucom.2026.134484"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.134484","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134484","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neurocomputing","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/A5101457757","display_name":"Yinlong Li","orcid":"https://orcid.org/0009-0006-9170-9227"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinlong Li","raw_affiliation_strings":["Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069064259","display_name":"Ziyue Sun","orcid":"https://orcid.org/0009-0007-5573-2902"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyue Sun","raw_affiliation_strings":["Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104352715","display_name":"H G Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Xu","raw_affiliation_strings":["Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034516630","display_name":"Xinggao Liu","orcid":"https://orcid.org/0000-0002-0948-1942"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinggao Liu","raw_affiliation_strings":["Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China"],"raw_orcid":"https://orcid.org/0000-0002-0948-1942","affiliations":[{"raw_affiliation_string":"Huzhou Institute of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PC 310027, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034516630"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69205773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"700","issue":null,"first_page":"134484","last_page":"134484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.1673000007867813,"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":0.1673000007867813,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.10429999977350235,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.07249999791383743,"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/bioprocess","display_name":"Bioprocess","score":0.5958999991416931},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5914000272750854},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5533000230789185},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5238999724388123},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5012000203132629},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4797999858856201},{"id":"https://openalex.org/keywords/fermentation","display_name":"Fermentation","score":0.41819998621940613},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.415800005197525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6851999759674072},{"id":"https://openalex.org/C4916135","wikidata":"https://www.wikidata.org/wiki/Q4119055","display_name":"Bioprocess","level":2,"score":0.5958999991416931},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5914000272750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5733000040054321},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5533000230789185},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5238999724388123},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5012000203132629},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4797999858856201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4537000060081482},{"id":"https://openalex.org/C100544194","wikidata":"https://www.wikidata.org/wiki/Q41760","display_name":"Fermentation","level":2,"score":0.41819998621940613},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.415800005197525},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.37310001254081726},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.36899998784065247},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.33809998631477356},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30250000953674316},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.134484","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134484","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1983418247","https://openalex.org/W1994875702","https://openalex.org/W2000651380","https://openalex.org/W2003006442","https://openalex.org/W2005617334","https://openalex.org/W2028799745","https://openalex.org/W2044205892","https://openalex.org/W2056469199","https://openalex.org/W2077749423","https://openalex.org/W2085095150","https://openalex.org/W2092659599","https://openalex.org/W2104142146","https://openalex.org/W2106418531","https://openalex.org/W2201252546","https://openalex.org/W2529166332","https://openalex.org/W2909109750","https://openalex.org/W2968310838","https://openalex.org/W3006841617","https://openalex.org/W3012649342","https://openalex.org/W3042559138","https://openalex.org/W3123213876","https://openalex.org/W4386212336","https://openalex.org/W4387566353","https://openalex.org/W4391317048","https://openalex.org/W4399557637","https://openalex.org/W4407606811","https://openalex.org/W4412584696","https://openalex.org/W7093337491","https://openalex.org/W7133217190"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-07-12T00:00:00"}
