{"id":"https://openalex.org/W4320919498","doi":"https://doi.org/10.3390/s23042178","title":"Generalizability of Soft Sensors for Bioprocesses through Similarity Analysis and Phase-Dependent Recalibration","display_name":"Generalizability of Soft Sensors for Bioprocesses through Similarity Analysis and Phase-Dependent Recalibration","publication_year":2023,"publication_date":"2023-02-15","ids":{"openalex":"https://openalex.org/W4320919498","doi":"https://doi.org/10.3390/s23042178","pmid":"https://pubmed.ncbi.nlm.nih.gov/36850777"},"language":"en","primary_location":{"id":"doi:10.3390/s23042178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23042178","pdf_url":"https://www.mdpi.com/1424-8220/23/4/2178/pdf?version=1676531032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/4/2178/pdf?version=1676531032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062560580","display_name":"Manuel Siegl","orcid":"https://orcid.org/0000-0002-2377-5103"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel Siegl","raw_affiliation_strings":["Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036106606","display_name":"Manuel K\u00e4mpf","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel K\u00e4mpf","raw_affiliation_strings":["Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073447368","display_name":"Dominik Geier","orcid":"https://orcid.org/0000-0003-3697-3958"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Geier","raw_affiliation_strings":["Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3697-3958","affiliations":[{"raw_affiliation_string":"Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072571078","display_name":"Bj\u00f6rn Andree\u00dfen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089787","display_name":"Clariant (Germany)","ror":"https://ror.org/0084vrs13","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210089787","https://openalex.org/I98647062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Andree\u00dfen","raw_affiliation_strings":["Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany","institution_ids":["https://openalex.org/I4210089787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108417795","display_name":"Sebastian Max","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089787","display_name":"Clariant (Germany)","ror":"https://ror.org/0084vrs13","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210089787","https://openalex.org/I98647062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Max","raw_affiliation_strings":["Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany","institution_ids":["https://openalex.org/I4210089787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050242687","display_name":"Michael Zavrel","orcid":"https://orcid.org/0000-0002-4084-2603"},"institutions":[{"id":"https://openalex.org/I4210089787","display_name":"Clariant (Germany)","ror":"https://ror.org/0084vrs13","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210089787","https://openalex.org/I98647062"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Zavrel","raw_affiliation_strings":["Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany","Professorship for Bioprocess Engineering, Technical University of Munich, Campus Straubing, 94315 Straubing, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4084-2603","affiliations":[{"raw_affiliation_string":"Clariant Produkte (Deutschland) GmbH, 82152 Planegg, Germany","institution_ids":["https://openalex.org/I4210089787"]},{"raw_affiliation_string":"Professorship for Bioprocess Engineering, Technical University of Munich, Campus Straubing, 94315 Straubing, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026778461","display_name":"Thomas Becker","orcid":"https://orcid.org/0000-0001-6842-8300"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Becker","raw_affiliation_strings":["Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Brewing and Beverage Technology, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026778461"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2625,"currency":"EUR","value_usd":2831},"fwci":1.223,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78167034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"23","issue":"4","first_page":"2178","last_page":"2178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9923999905586243,"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/soft-sensor","display_name":"Soft sensor","score":0.7848774790763855},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5807099342346191},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5392725467681885},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.5362818241119385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4912542700767517},{"id":"https://openalex.org/keywords/chemometrics","display_name":"Chemometrics","score":0.4469882845878601},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.40968361496925354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33118587732315063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.288324236869812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23568907380104065},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08216160535812378}],"concepts":[{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.7848774790763855},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5807099342346191},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5392725467681885},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.5362818241119385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4912542700767517},{"id":"https://openalex.org/C151304367","wikidata":"https://www.wikidata.org/wiki/Q910067","display_name":"Chemometrics","level":2,"score":0.4469882845878601},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.40968361496925354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33118587732315063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.288324236869812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23568907380104065},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08216160535812378},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000064","descriptor_name":"Acclimatization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000064","descriptor_name":"Acclimatization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000064","descriptor_name":"Acclimatization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001412","descriptor_name":"Bacillus subtilis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001412","descriptor_name":"Bacillus subtilis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001412","descriptor_name":"Bacillus subtilis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018533","descriptor_name":"Biomass","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018533","descriptor_name":"Biomass","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018533","descriptor_name":"Biomass","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s23042178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23042178","pdf_url":"https://www.mdpi.com/1424-8220/23/4/2178/pdf?version=1676531032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36850777","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36850777","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9959347","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9959347","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9959347/pdf/sensors-23-02178.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:dd602acf64e34bd7891c7ccf6eae286e","is_oa":true,"landing_page_url":"https://doaj.org/article/dd602acf64e34bd7891c7ccf6eae286e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 4, p 2178 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/4/2178/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23042178","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1700450","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1700450","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1704587","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1704587","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23042178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23042178","pdf_url":"https://www.mdpi.com/1424-8220/23/4/2178/pdf?version=1676531032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G486916210","display_name":null,"funder_award_id":"03160475B","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7030962805","display_name":null,"funder_award_id":"031B0727","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4320919498.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W156929183","https://openalex.org/W1967511636","https://openalex.org/W1976208842","https://openalex.org/W1978994389","https://openalex.org/W1983597155","https://openalex.org/W1984849661","https://openalex.org/W1990780631","https://openalex.org/W1999171303","https://openalex.org/W2000651380","https://openalex.org/W2027815465","https://openalex.org/W2032058792","https://openalex.org/W2037316268","https://openalex.org/W2039243482","https://openalex.org/W2052186154","https://openalex.org/W2064345071","https://openalex.org/W2077496324","https://openalex.org/W2151351042","https://openalex.org/W2164150378","https://openalex.org/W3033119640","https://openalex.org/W3093622385","https://openalex.org/W3194244841","https://openalex.org/W4239242400","https://openalex.org/W6666786454"],"related_works":["https://openalex.org/W2043468524","https://openalex.org/W2360864709","https://openalex.org/W2046566088","https://openalex.org/W2546782759","https://openalex.org/W4389640747","https://openalex.org/W1964485280","https://openalex.org/W2164071470","https://openalex.org/W2793731178","https://openalex.org/W2983212260","https://openalex.org/W2145697300"],"abstract_inverted_index":{"A":[0],"soft":[1,24,47,55,73,82,103,121],"sensor":[2,48,56,104,122],"concept":[3,105,123],"is":[4,75],"typically":[5],"developed":[6,76],"and":[7,37,44,58,93,117,134,136,150,180],"calibrated":[8],"for":[9,72,126,160],"individual":[10],"bioprocesses":[11,111],"in":[12,32,98,108,129,139,174,185,199],"a":[13,67,90,130,140],"time-consuming":[14],"manual":[15],"procedure.":[16],"Following":[17],"that,":[18],"the":[19,51,120,145],"prediction":[20,128,138,156,190,194,203,207],"performance":[21,157],"of":[22,81],"these":[23],"sensors":[25,74,83],"degrades":[26],"over":[27],"time,":[28],"due":[29],"to":[30,53,77],"changes":[31],"raw":[33],"materials,":[34],"biological":[35],"variability,":[36],"modified":[38],"process":[39,146],"strategies.":[40],"Through":[41],"automatic":[42],"adaptation":[43,70],"recalibration,":[45],"adaptive":[46],"concepts":[49],"have":[50],"potential":[52],"generalize":[54],"principles":[57],"make":[59],"them":[60],"applicable":[61],"across":[62],"bioprocesses.":[63,100],"In":[64],"this":[65],"study,":[66],"new":[68],"generalized":[69],"algorithm":[71],"provide":[78],"phase-dependent":[79],"recalibration":[80],"based":[84],"on":[85],"multiway":[86],"principal":[87],"component":[88],"analysis,":[89,92],"similarity":[91],"robust,":[94],"generalist":[95,102],"phase":[96],"detection":[97],"multiphase":[99,110],"This":[101],"was":[106,124,158],"evaluated":[107],"two":[109,175],"with":[112],"various":[113],"target":[114],"values,":[115],"media,":[116],"microorganisms.":[118],"Consequently,":[119],"tested":[125],"biomass":[127,135,189,202],"Pichia":[131],"pastoris":[132,162],"process,":[133,143],"protein":[137,193,206],"Bacillus":[141],"subtilis":[142,172],"where":[144],"characteristics":[147],"(cultivation":[148],"media":[149,177],"cultivation":[151],"strategy)":[152],"were":[153],"varied.":[154],"High":[155],"demonstrated":[159],"P.":[161],"processes":[163,173],"(relative":[164,183],"error":[165],"=":[166,191,195,204,208],"6.9%)":[167],"as":[168,170],"well":[169],"B.":[171],"different":[176],"during":[178],"batch":[179],"fed-batch":[181],"phases":[182],"errors":[184,198],"optimized":[186],"high-performance":[187],"medium:":[188,201],"12.2%,":[192],"7.2%;":[196],"relative":[197],"standard":[200],"12.8%,":[205],"8.8%).":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
