{"id":"https://openalex.org/W4224267235","doi":"https://doi.org/10.3390/s22083068","title":"Intelligent Tools to Monitor, Control and Predict Wastewater Reclamation and Reuse","display_name":"Intelligent Tools to Monitor, Control and Predict Wastewater Reclamation and Reuse","publication_year":2022,"publication_date":"2022-04-16","ids":{"openalex":"https://openalex.org/W4224267235","doi":"https://doi.org/10.3390/s22083068","pmid":"https://pubmed.ncbi.nlm.nih.gov/35459053"},"language":"en","primary_location":{"id":"doi:10.3390/s22083068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22083068","pdf_url":"https://www.mdpi.com/1424-8220/22/8/3068/pdf?version=1650260787","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/1424-8220/22/8/3068/pdf?version=1650260787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015178106","display_name":"Dimitris Ntalaperas","orcid":"https://orcid.org/0000-0001-7560-3912"},"institutions":[{"id":"https://openalex.org/I4210162980","display_name":"Ubitech (Greece)","ror":"https://ror.org/05dvp4993","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210162980"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitris Ntalaperas","raw_affiliation_strings":["UBITECH Ltd., 15231 Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0001-7560-3912","affiliations":[{"raw_affiliation_string":"UBITECH Ltd., 15231 Athens, Greece","institution_ids":["https://openalex.org/I4210162980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005183232","display_name":"Christophoros Christophoridis","orcid":"https://orcid.org/0000-0003-2298-7136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christophoros Christophoridis","raw_affiliation_strings":["Greener than Green Technologies S.A., 14564 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Greener than Green Technologies S.A., 14564 Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081160254","display_name":"Iosif Angelidis","orcid":"https://orcid.org/0000-0003-1734-0151"},"institutions":[{"id":"https://openalex.org/I4210162980","display_name":"Ubitech (Greece)","ror":"https://ror.org/05dvp4993","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210162980"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iosif Angelidis","raw_affiliation_strings":["UBITECH Ltd., 15231 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UBITECH Ltd., 15231 Athens, Greece","institution_ids":["https://openalex.org/I4210162980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059931978","display_name":"Dimitri Iossifidis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dimitri Iossifidis","raw_affiliation_strings":["Greener than Green Technologies S.A., 14564 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Greener than Green Technologies S.A., 14564 Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037597814","display_name":"Myrto-Foteini Touloupi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Myrto-Foteini Touloupi","raw_affiliation_strings":["Greener than Green Technologies S.A., 14564 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Greener than Green Technologies S.A., 14564 Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080746713","display_name":"Danai Vergeti","orcid":"https://orcid.org/0000-0003-1430-768X"},"institutions":[{"id":"https://openalex.org/I4210162980","display_name":"Ubitech (Greece)","ror":"https://ror.org/05dvp4993","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210162980"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Danai Vergeti","raw_affiliation_strings":["UBITECH Ltd., 15231 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UBITECH Ltd., 15231 Athens, Greece","institution_ids":["https://openalex.org/I4210162980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060477134","display_name":"Elena Politi","orcid":"https://orcid.org/0000-0001-8795-5560"},"institutions":[{"id":"https://openalex.org/I4210162980","display_name":"Ubitech (Greece)","ror":"https://ror.org/05dvp4993","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210162980"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elena Politi","raw_affiliation_strings":["UBITECH Ltd., 15231 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UBITECH Ltd., 15231 Athens, Greece","institution_ids":["https://openalex.org/I4210162980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015178106"],"corresponding_institution_ids":["https://openalex.org/I4210162980"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.6666,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.65038248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"22","issue":"8","first_page":"3068","last_page":"3068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9724000096321106,"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"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental 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/reuse","display_name":"Reuse","score":0.6306325197219849},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5291624069213867},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5224113464355469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5076471567153931},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4989042282104492},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4955657720565796},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4947020709514618},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.49389463663101196},{"id":"https://openalex.org/keywords/land-reclamation","display_name":"Land reclamation","score":0.42548495531082153},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3930405378341675},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3914579749107361},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3440092206001282},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.333374559879303},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28647109866142273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22299230098724365},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.1560576856136322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11554720997810364}],"concepts":[{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6306325197219849},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5291624069213867},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5224113464355469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5076471567153931},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4989042282104492},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4955657720565796},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4947020709514618},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.49389463663101196},{"id":"https://openalex.org/C61661205","wikidata":"https://www.wikidata.org/wiki/Q1130322","display_name":"Land reclamation","level":2,"score":0.42548495531082153},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3930405378341675},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3914579749107361},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3440092206001282},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.333374559879303},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28647109866142273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22299230098724365},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.1560576856136322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11554720997810364},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014865","descriptor_name":"Waste Disposal, Fluid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014865","descriptor_name":"Waste Disposal, Fluid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014865","descriptor_name":"Waste Disposal, Fluid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018508","descriptor_name":"Water Purification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018508","descriptor_name":"Water Purification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018508","descriptor_name":"Water Purification","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":"D062065","descriptor_name":"Wastewater","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22083068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22083068","pdf_url":"https://www.mdpi.com/1424-8220/22/8/3068/pdf?version=1650260787","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:35459053","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35459053","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:doaj.org/article:60dd13194e96483394d7de775dd177f7","is_oa":true,"landing_page_url":"https://doaj.org/article/60dd13194e96483394d7de775dd177f7","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 22, Iss 8, p 3068 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/8/3068/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22083068","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; Volume 22; Issue 8; Pages: 3068","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9032536","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9032536","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.3390/s22083068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22083068","pdf_url":"https://www.mdpi.com/1424-8220/22/8/3068/pdf?version=1650260787","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":0.8700000047683716,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G5323061199","display_name":"European cluster-led accelerator for digitisation of the circular economy across key emerging sectors","funder_award_id":"873468","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224267235.pdf","grobid_xml":"https://content.openalex.org/works/W4224267235.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W20141250","https://openalex.org/W1594998971","https://openalex.org/W1967690950","https://openalex.org/W1973955797","https://openalex.org/W2007574120","https://openalex.org/W2021833436","https://openalex.org/W2029391435","https://openalex.org/W2029979360","https://openalex.org/W2053593633","https://openalex.org/W2080562691","https://openalex.org/W2329925224","https://openalex.org/W2494091213","https://openalex.org/W2530559092","https://openalex.org/W2549941611","https://openalex.org/W2591362319","https://openalex.org/W2739868939","https://openalex.org/W2761673657","https://openalex.org/W2771100845","https://openalex.org/W2783200368","https://openalex.org/W2793717135","https://openalex.org/W2795692234","https://openalex.org/W2807826300","https://openalex.org/W2960693822","https://openalex.org/W2969319758","https://openalex.org/W3017494021","https://openalex.org/W3021671739","https://openalex.org/W3157149188","https://openalex.org/W4293112279"],"related_works":["https://openalex.org/W2351978338","https://openalex.org/W2369329102","https://openalex.org/W2355403593","https://openalex.org/W2374873665","https://openalex.org/W2073128866","https://openalex.org/W2388001001","https://openalex.org/W2028004539","https://openalex.org/W2391411583","https://openalex.org/W4398156470","https://openalex.org/W2384024280"],"abstract_inverted_index":{"Contemporary":[0],"wastewater":[1],"reclamation":[2],"units":[3],"entail":[4],"several":[5],"diverse":[6],"treatment":[7,98,243],"and":[8,42,53,61,83,113,121,136,171,202,216],"extraction":[9],"processes,":[10],"with":[11,79],"a":[12,20,96,140,240,250],"multitude":[13],"of":[14,22,30,35,76,95,111,128,142,154,162,178,181,253],"monitored":[15,155],"quality":[16,110,127],"characteristics,":[17],"controlled":[18],"by":[19,51,249],"variety":[21],"key":[23],"operational":[24,74,144,182,193],"parameters":[25,194],"directly":[26],"affecting":[27],"the":[28,73,77,93,109,126,129,163,176,208,213,234],"efficiency":[29,59],"treatment.":[31],"The":[32,100],"conventional":[33],"optimization":[34],"this":[36,65,149],"highly":[37],"complex":[38],"system":[39,62],"is":[40,90,236],"time-":[41],"energy-":[43],"consuming,":[44],"frequently":[45],"relying":[46],"on":[47,118,139],"intuitive":[48],"decision":[49],"making":[50],"operators,":[52],"does":[54],"not":[55],"predict":[56],"or":[57],"forecast":[58],"changes":[60,189],"maintenance.":[63],"In":[64],"paper,":[66],"we":[67],"introduce":[68],"intelligent":[69],"solutions":[70],"to":[71,84,107,114,167,172,187,192,197,203,211,221,238],"enhance":[72],"control":[75],"unit":[78],"minimal":[80],"human":[81],"intervention":[82],"develop":[85],"an":[86,103],"AI-powered":[87],"DSS":[88,101,164,214],"that":[89,245],"installed":[91],"atop":[92],"sensors":[94,156],"water":[97,112,131,242],"module.":[99],"uses":[102],"expert":[104],"model,":[105],"both":[106],"assess":[108],"offer":[115],"suggestions":[116],"based":[117,138],"current":[119],"values":[120,153],"future":[122,152],"trends.":[123],"More":[124],"specifically,":[125],"produced":[130],"was":[132],"successfully":[133],"visualized,":[134],"assessed":[135],"rated,":[137],"set":[141],"input":[143],"variables":[145],"(pH,":[146],"TOC":[147],"for":[148],"case),":[150],"while":[151],"were":[157,165],"forecasted.":[158],"Additionally,":[159],"monitoring":[160],"services":[161,218],"able":[166],"identify":[168],"unexpected":[169],"events":[170,206],"generate":[173],"alerts":[174],"in":[175,207],"case":[177],"observed":[179],"violation":[180],"limits,":[183],"as":[184,186,196],"well":[185],"implement":[188],"(automatic":[190],"responses)":[191],"so":[195],"reestablish":[198],"normal":[199],"operating":[200],"conditions":[201],"avoid":[204],"such":[205],"future.":[209],"Up":[210],"now,":[212],"suggestion":[215],"forecasting":[217],"have":[219],"proven":[220],"be":[222,247],"adequately":[223],"accurate.":[224],"Though":[225],"data":[226],"are":[227],"still":[228],"being":[229],"collected":[230],"from":[231],"early":[232],"adopters,":[233],"solution":[235,244],"expected":[237],"provide":[239],"complete":[241],"can":[246],"adopted":[248],"vast":[251],"range":[252],"parties.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}