{"id":"https://openalex.org/W4387780777","doi":"https://doi.org/10.3390/s23208578","title":"Rapid Method of Wastewater Classification by Electronic Nose for Performance Evaluation of Bioreactors with Activated Sludge","display_name":"Rapid Method of Wastewater Classification by Electronic Nose for Performance Evaluation of Bioreactors with Activated Sludge","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387780777","doi":"https://doi.org/10.3390/s23208578","pmid":"https://pubmed.ncbi.nlm.nih.gov/37896672"},"language":"en","primary_location":{"id":"doi:10.3390/s23208578","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23208578","pdf_url":"https://www.mdpi.com/1424-8220/23/20/8578/pdf?version=1697705791","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/1424-8220/23/20/8578/pdf?version=1697705791","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008990453","display_name":"Magdalena Pi\u0142at-Ro\u017cek","orcid":"https://orcid.org/0000-0002-6531-6562"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Magdalena Pi\u0142at-Ro\u017cek","raw_affiliation_strings":["Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-6531-6562","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093093230","display_name":"Marcin Dziadosz","orcid":"https://orcid.org/0000-0002-0506-6653"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Dziadosz","raw_affiliation_strings":["Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0506-6653","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009070681","display_name":"Dariusz Majerek","orcid":"https://orcid.org/0000-0002-0035-7187"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dariusz Majerek","raw_affiliation_strings":["Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0035-7187","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Technology, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014847826","display_name":"Katarzyna Jaromin\u2010Gle\u0144","orcid":"https://orcid.org/0000-0002-6015-3477"},"institutions":[{"id":"https://openalex.org/I4210107764","display_name":"Institute of Agrophysics, Polish Academy of Sciences","ror":"https://ror.org/01qxm2j98","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210107764","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Jaromin-Gle\u0144","raw_affiliation_strings":["Institute of Agrophysics, Polish Academy of Sciences, 20-290 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-6015-3477","affiliations":[{"raw_affiliation_string":"Institute of Agrophysics, Polish Academy of Sciences, 20-290 Lublin, Poland","institution_ids":["https://openalex.org/I4210107764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007376128","display_name":"Bartosz Szel\u0105g","orcid":"https://orcid.org/0000-0002-0559-5475"},"institutions":[{"id":"https://openalex.org/I170230895","display_name":"Warsaw University of Life Sciences","ror":"https://ror.org/05srvzs48","country_code":"PL","type":"education","lineage":["https://openalex.org/I170230895"]},{"id":"https://openalex.org/I4210104744","display_name":"Institute of Environmental Engineering","ror":"https://ror.org/01j9zyw40","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210104744","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bartosz Szel\u0105g","raw_affiliation_strings":["Institute of Environmental Engineering, Warsaw University of Life Sciences\u2014SGGW, 02-797 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0559-5475","affiliations":[{"raw_affiliation_string":"Institute of Environmental Engineering, Warsaw University of Life Sciences\u2014SGGW, 02-797 Warsaw, Poland","institution_ids":["https://openalex.org/I4210104744","https://openalex.org/I170230895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053804092","display_name":"\u0141ukasz Guz","orcid":"https://orcid.org/0000-0002-5024-4738"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Guz","raw_affiliation_strings":["Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069492193","display_name":"Adam Piotrowicz","orcid":"https://orcid.org/0000-0002-1442-4176"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Piotrowicz","raw_affiliation_strings":["Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-1442-4176","affiliations":[{"raw_affiliation_string":"Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044283566","display_name":"Grzegorz \u0141ag\u00f3d","orcid":"https://orcid.org/0000-0002-0621-7222"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Grzegorz \u0141ag\u00f3d","raw_affiliation_strings":["Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0621-7222","affiliations":[{"raw_affiliation_string":"Faculty of Environmental Engineering, Lublin University of Technology, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044283566"],"corresponding_institution_ids":["https://openalex.org/I8264552"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8748,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70243702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"20","first_page":"8578","last_page":"8578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12321","display_name":"Insect Pheromone Research and Control","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electronic-nose","display_name":"Electronic nose","score":0.8543803691864014},{"id":"https://openalex.org/keywords/bioreactor","display_name":"Bioreactor","score":0.7390356063842773},{"id":"https://openalex.org/keywords/activated-sludge","display_name":"Activated sludge","score":0.6947627663612366},{"id":"https://openalex.org/keywords/wastewater","display_name":"Wastewater","score":0.6597425937652588},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4809395670890808},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46005719900131226},{"id":"https://openalex.org/keywords/biochemical-engineering","display_name":"Biochemical engineering","score":0.4589025378227234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44524073600769043},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.42046108841896057},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3977823853492737},{"id":"https://openalex.org/keywords/pulp-and-paper-industry","display_name":"Pulp and paper industry","score":0.35578081011772156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24442270398139954},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.19922876358032227}],"concepts":[{"id":"https://openalex.org/C23895516","wikidata":"https://www.wikidata.org/wiki/Q550092","display_name":"Electronic nose","level":2,"score":0.8543803691864014},{"id":"https://openalex.org/C168170006","wikidata":"https://www.wikidata.org/wiki/Q864699","display_name":"Bioreactor","level":2,"score":0.7390356063842773},{"id":"https://openalex.org/C2777730692","wikidata":"https://www.wikidata.org/wiki/Q815353","display_name":"Activated sludge","level":3,"score":0.6947627663612366},{"id":"https://openalex.org/C94061648","wikidata":"https://www.wikidata.org/wiki/Q336191","display_name":"Wastewater","level":2,"score":0.6597425937652588},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4809395670890808},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46005719900131226},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.4589025378227234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44524073600769043},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.42046108841896057},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3977823853492737},{"id":"https://openalex.org/C528095902","wikidata":"https://www.wikidata.org/wiki/Q2283886","display_name":"Pulp and paper industry","level":1,"score":0.35578081011772156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24442270398139954},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.19922876358032227},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012722","descriptor_name":"Sewage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012722","descriptor_name":"Sewage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012722","descriptor_name":"Sewage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019149","descriptor_name":"Bioreactors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019149","descriptor_name":"Bioreactors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019149","descriptor_name":"Bioreactors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062065","descriptor_name":"Wastewater","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062065","descriptor_name":"Wastewater","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062065","descriptor_name":"Wastewater","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062609","descriptor_name":"Electronic Nose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062609","descriptor_name":"Electronic Nose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062609","descriptor_name":"Electronic Nose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3390/s23208578","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23208578","pdf_url":"https://www.mdpi.com/1424-8220/23/20/8578/pdf?version=1697705791","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:37896672","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37896672","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:10610685","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10610685","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10610685/pdf/sensors-23-08578.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:ce2a3738e4a240f984e6252369d5fb34","is_oa":true,"landing_page_url":"https://doaj.org/article/ce2a3738e4a240f984e6252369d5fb34","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 20, p 8578 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23208578","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23208578","pdf_url":"https://www.mdpi.com/1424-8220/23/20/8578/pdf?version=1697705791","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":[{"score":0.8799999952316284,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387780777.pdf"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W14628371","https://openalex.org/W1558467643","https://openalex.org/W1673310716","https://openalex.org/W1735189754","https://openalex.org/W1973182741","https://openalex.org/W1974576178","https://openalex.org/W1976451341","https://openalex.org/W1987971958","https://openalex.org/W1990737208","https://openalex.org/W1995197270","https://openalex.org/W1999258247","https://openalex.org/W2006468566","https://openalex.org/W2011301426","https://openalex.org/W2024233944","https://openalex.org/W2027832294","https://openalex.org/W2037272728","https://openalex.org/W2047294549","https://openalex.org/W2051546547","https://openalex.org/W2054396602","https://openalex.org/W2056132907","https://openalex.org/W2064439456","https://openalex.org/W2075171698","https://openalex.org/W2079296123","https://openalex.org/W2091679096","https://openalex.org/W2093330655","https://openalex.org/W2099140223","https://openalex.org/W2101234009","https://openalex.org/W2114357073","https://openalex.org/W2128728535","https://openalex.org/W2138615112","https://openalex.org/W2160172778","https://openalex.org/W2161040225","https://openalex.org/W2162833336","https://openalex.org/W2169975250","https://openalex.org/W2283839789","https://openalex.org/W2294798173","https://openalex.org/W2342249984","https://openalex.org/W2411129950","https://openalex.org/W2472803348","https://openalex.org/W2757628605","https://openalex.org/W2771100845","https://openalex.org/W2887724546","https://openalex.org/W2890098390","https://openalex.org/W2898701459","https://openalex.org/W2913844895","https://openalex.org/W2982437619","https://openalex.org/W2996759025","https://openalex.org/W2997816576","https://openalex.org/W3005428757","https://openalex.org/W3011174612","https://openalex.org/W3035965352","https://openalex.org/W3044042059","https://openalex.org/W3047716589","https://openalex.org/W3099878876","https://openalex.org/W3150635270","https://openalex.org/W3159367627","https://openalex.org/W4212915212","https://openalex.org/W4226018220","https://openalex.org/W4235169531","https://openalex.org/W4238805501","https://openalex.org/W4313472260","https://openalex.org/W4313477658","https://openalex.org/W4362510271","https://openalex.org/W4379376546","https://openalex.org/W4385308932","https://openalex.org/W6675354045","https://openalex.org/W6684050148","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W2064864436","https://openalex.org/W2818141943","https://openalex.org/W19926866","https://openalex.org/W2092409665","https://openalex.org/W2025456229","https://openalex.org/W2552994593","https://openalex.org/W2376673900","https://openalex.org/W4285187183","https://openalex.org/W1980740090","https://openalex.org/W2163269605"],"abstract_inverted_index":{"Currently,":[0],"e-noses":[1],"are":[2,74,84],"used":[3],"for":[4,64,144],"measuring":[5,155],"odorous":[6],"compounds":[7],"at":[8,201],"wastewater":[9,71],"treatment":[10,72],"plants.":[11],"These":[12,165],"devices":[13],"mimic":[14],"the":[15,47,70,78,87,99,119,132,156,159,176,202,217],"mammalian":[16],"olfactory":[17],"sense,":[18],"comprising":[19],"an":[20,187],"array":[21,28,154],"of":[22,29,35,50,57,69,81,89,103,122,126,134,158,183,194,206],"multiple":[23],"non-specific":[24],"gas":[25,51,108,152],"sensors.":[26],"An":[27],"sensors":[30,109],"creates":[31],"a":[32,38,107,141,151,163,210],"unique":[33],"set":[34],"signals":[36],"called":[37],"\"gas":[39],"fingerprint\",":[40],"which":[41],"enables":[42],"it":[43,93,111],"to":[44,61,77,115,215],"differentiate":[45],"between":[46],"analyzed":[48],"samples":[49],"mixtures.":[52],"However,":[53],"appropriate":[54],"advanced":[55],"analyses":[56],"multidimensional":[58,148],"data":[59,104,149,184,224],"need":[60],"be":[62,95,113],"conducted":[63],"this":[65],"purpose.":[66],"The":[67],"failures":[68],"process":[73],"directly":[75],"connected":[76],"odor":[79],"nuisance":[80],"bioreactors":[82,123],"and":[83,117,146,170,200,221],"reflected":[85],"in":[86,162,172,223],"level":[88],"pollution":[90],"indicators.":[91],"Thus,":[92],"can":[94],"assumed":[96],"that":[97],"using":[98,175,186],"appropriately":[100],"selected":[101],"methods":[102,166],"analysis":[105,179],"from":[106,150],"array,":[110],"will":[112],"possible":[114,219],"distinguish":[116],"classify":[118],"operating":[120],"states":[121],"(i.e.,":[124],"phases":[125],"normal":[127],"operation),":[128],"as":[129,131,209],"well":[130],"occurrence":[133],"malfunction.":[135],"This":[136],"work":[137],"focuses":[138],"on":[139],"developing":[140],"complete":[142],"protocol":[143],"analyzing":[145],"interpreting":[147],"sensor":[153],"properties":[157],"air":[160],"headspace":[161],"bioreactor.":[164],"include":[167],"dimensionality":[168],"reduction":[169],"visualization":[171],"two-dimensional":[173],"space":[174],"principal":[177],"component":[178],"(PCA)":[180],"method,":[181],"application":[182,205],"clustering":[185],"unsupervised":[188],"method":[189,214],"by":[190],"Density-Based":[191],"Spatial":[192],"Clustering":[193],"Applications":[195],"with":[196],"Noise":[197],"(DBSCAN)":[198],"algorithm,":[199],"last":[203],"stage,":[204],"extra":[207],"trees":[208],"supervised":[211],"machine":[212],"learning":[213],"achieve":[216],"best":[218],"accuracy":[220],"precision":[222],"classification.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
