{"id":"https://openalex.org/W3194449204","doi":"https://doi.org/10.1109/ecai52376.2021.9515045","title":"Integration of Data Mining Techniques in SCADA System for Optimal Operation of Hydropower Plants","display_name":"Integration of Data Mining Techniques in SCADA System for Optimal Operation of Hydropower Plants","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3194449204","doi":"https://doi.org/10.1109/ecai52376.2021.9515045","mag":"3194449204"},"language":"en","primary_location":{"id":"doi:10.1109/ecai52376.2021.9515045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-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/A5015757690","display_name":"R\u0103zvan G\u00e2rbea","orcid":null},"institutions":[{"id":"https://openalex.org/I2036976","display_name":"Transelectrica (Romania)","ror":"https://ror.org/05fynv140","country_code":"RO","type":"company","lineage":["https://openalex.org/I2036976"]},{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Razvan Garbea","raw_affiliation_strings":["PhD Graduate School of Faculty of Electrical Engineering, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","Subsidiary \u201cBistrita\u201d-Piatra Neamt, Hidroelectrica, Piatra-Neamt, Romania","PhD Graduate School of Faculty of Electrical Engineering, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania","Subsidiary \"Bistrita\"-Piatra Neamt, Hidroelectrica, Piatra-Neamt, Romania"],"affiliations":[{"raw_affiliation_string":"PhD Graduate School of Faculty of Electrical Engineering, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Subsidiary \u201cBistrita\u201d-Piatra Neamt, Hidroelectrica, Piatra-Neamt, Romania","institution_ids":[]},{"raw_affiliation_string":"PhD Graduate School of Faculty of Electrical Engineering, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Subsidiary \"Bistrita\"-Piatra Neamt, Hidroelectrica, Piatra-Neamt, Romania","institution_ids":["https://openalex.org/I2036976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025365964","display_name":"Florina Scarlatache","orcid":"https://orcid.org/0000-0003-2785-1174"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Florina Scarlatache","raw_affiliation_strings":["Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035323011","display_name":"Gheorghe Grigora\u015f","orcid":"https://orcid.org/0000-0003-3811-6298"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Gheorghe Grigoras","raw_affiliation_strings":["Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023060940","display_name":"Bogdan-Constantin Neagu","orcid":"https://orcid.org/0000-0002-8413-0317"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Bogdan-Constantin Neagu","raw_affiliation_strings":["Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \u201cGheorghe Asachi\u201d Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Energetics and Applied Informatics, \"Gheorghe Asachi\" Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015757690"],"corresponding_institution_ids":["https://openalex.org/I2036976","https://openalex.org/I4210108695"],"apc_list":null,"apc_paid":null,"fwci":0.8158,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78206632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9801999926567078,"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"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9801999926567078,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.967199981212616,"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/T10969","display_name":"Water resources management and optimization","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/scada","display_name":"SCADA","score":0.8109509944915771},{"id":"https://openalex.org/keywords/hydropower","display_name":"Hydropower","score":0.769780695438385},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7152624130249023},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7065073251724243},{"id":"https://openalex.org/keywords/boom","display_name":"Boom","score":0.6040148735046387},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5376715660095215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.532677948474884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5060855746269226},{"id":"https://openalex.org/keywords/small-hydro","display_name":"Small hydro","score":0.4890349805355072},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.4118473529815674},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3059813976287842},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.09295028448104858},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07886028289794922}],"concepts":[{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.8109509944915771},{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.769780695438385},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7152624130249023},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7065073251724243},{"id":"https://openalex.org/C141441539","wikidata":"https://www.wikidata.org/wiki/Q1970908","display_name":"Boom","level":2,"score":0.6040148735046387},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5376715660095215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.532677948474884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5060855746269226},{"id":"https://openalex.org/C171666300","wikidata":"https://www.wikidata.org/wiki/Q1067107","display_name":"Small hydro","level":3,"score":0.4890349805355072},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.4118473529815674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3059813976287842},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.09295028448104858},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07886028289794922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai52376.2021.9515045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W119626048","https://openalex.org/W1999932526","https://openalex.org/W2148061495","https://openalex.org/W2181302878","https://openalex.org/W2475977318","https://openalex.org/W2589298536","https://openalex.org/W2610259758","https://openalex.org/W2612631248","https://openalex.org/W2619294785","https://openalex.org/W2734700956","https://openalex.org/W2771305107","https://openalex.org/W2873904705","https://openalex.org/W3030019328","https://openalex.org/W3120231327"],"related_works":["https://openalex.org/W4206677085","https://openalex.org/W2382829564","https://openalex.org/W775011891","https://openalex.org/W4247189491","https://openalex.org/W3023992463","https://openalex.org/W2789683033","https://openalex.org/W275964955","https://openalex.org/W2002349559","https://openalex.org/W2944163035","https://openalex.org/W1924759628"],"abstract_inverted_index":{"The":[0,88],"hydropower":[1,36,86],"sector":[2],"has":[3],"gained":[4],"more":[5],"importance":[6],"in":[7,80,106],"the":[8,26,46,51,55,57,69,77,81,85,93,97,103,108,111],"last":[9],"decade":[10],"since":[11],"renewable":[12,52],"resources":[13],"have":[14,72],"recorded":[15],"a":[16,63],"worldwide":[17],"investment":[18],"boom.":[19],"Based":[20],"on":[21],"its":[22],"advantages":[23,90],"referring":[24],"to":[25,44,75,92],"timely":[27],"response":[28],"at":[29],"peak":[30],"energy":[31,47],"demand":[32],"with":[33],"excellent":[34],"flexibility,":[35],"plants":[37],"must":[38],"operate":[39],"as":[40,42],"efficiently":[41],"possible":[43],"cover":[45],"variations":[48],"produced":[49],"by":[50],"sources.":[53],"In":[54],"paper,":[56],"data":[58,98],"mining":[59],"techniques":[60],"integrated":[61],"into":[62],"special":[64],"Knowledge":[65],"Discovery":[66],"module":[67],"of":[68,84,96],"SCADA":[70],"system":[71],"been":[73],"proposed":[74],"assist":[76],"Decision-Maker":[78],"(DM)":[79],"optimal":[82],"operation":[83],"plants.":[87],"main":[89],"refer":[91],"high":[94],"efficiency":[95],"processing":[99],"process":[100],"and":[101],"shortening":[102],"time":[104],"interval":[105],"which":[107],"DM":[109],"makes":[110],"decisions.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
