{"id":"https://openalex.org/W2588096895","doi":"https://doi.org/10.1109/isgteurope.2016.7856314","title":"Application of data analytics for information retrieval from a typical DSO's database","display_name":"Application of data analytics for information retrieval from a typical DSO's database","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588096895","doi":"https://doi.org/10.1109/isgteurope.2016.7856314","mag":"2588096895"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2016.7856314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.manchester.ac.uk/ws/files/59138300/ISGT2016_Ponocko_Application_of_Data_fin.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050720523","display_name":"Jelena Pono\u0107ko","orcid":"https://orcid.org/0000-0002-6380-6701"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"J. Ponocko","raw_affiliation_strings":["Electrical energy and Power Systems Group, University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Electrical energy and Power Systems Group, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084361222","display_name":"Jovica V. Milanovi\u0107","orcid":"https://orcid.org/0000-0002-0931-137X"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. V. Milanovic","raw_affiliation_strings":["Electrical energy and Power Systems Group, University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Electrical energy and Power Systems Group, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086054584","display_name":"Robin Preece","orcid":"https://orcid.org/0000-0003-1224-0397"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R. Preece","raw_affiliation_strings":["Electrical energy and Power Systems Group, University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Electrical energy and Power Systems Group, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083730140","display_name":"Nick Woolley","orcid":"https://orcid.org/0000-0002-6844-4017"},"institutions":[{"id":"https://openalex.org/I4210155979","display_name":"National Grid (United Kingdom)","ror":"https://ror.org/04hp86393","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210155979"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"N. C. Woolley","raw_affiliation_strings":["National Grid, London, UK"],"affiliations":[{"raw_affiliation_string":"National Grid, London, UK","institution_ids":["https://openalex.org/I4210155979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050720523"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24604395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"268","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8095742464065552},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6471976637840271},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6293398141860962},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.6162235736846924},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5431839227676392},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4945809543132782},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4526897370815277},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.44030076265335083},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34388506412506104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8095742464065552},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6471976637840271},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6293398141860962},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6162235736846924},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5431839227676392},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4945809543132782},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4526897370815277},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.44030076265335083},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34388506412506104},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isgteurope.2016.7856314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/47a5c055-6545-4349-a2e4-2d0ca897bfa3","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/47a5c055-6545-4349-a2e4-2d0ca897bfa3","pdf_url":"https://pure.manchester.ac.uk/ws/files/59138300/ISGT2016_Ponocko_Application_of_Data_fin.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ponocko, J, Milanovic, J V, Preece, R & Wooley, N C 2017, Application of data analytics for information retrieval from a typical DSO's database. in PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2016 IEEE. IEEE, PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2016 IEEE, Ljubljana, Slovenia, 9/10/16. https://doi.org/10.1109/ISGTEurope.2016.7856314","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/47a5c055-6545-4349-a2e4-2d0ca897bfa3","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/application-of-data-analytics-for-information-retrieval-from-a-typical-dsos-database(47a5c055-6545-4349-a2e4-2d0ca897bfa3).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/47a5c055-6545-4349-a2e4-2d0ca897bfa3","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/47a5c055-6545-4349-a2e4-2d0ca897bfa3","pdf_url":"https://pure.manchester.ac.uk/ws/files/59138300/ISGT2016_Ponocko_Application_of_Data_fin.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ponocko, J, Milanovic, J V, Preece, R & Wooley, N C 2017, Application of data analytics for information retrieval from a typical DSO's database. in PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2016 IEEE. IEEE, PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2016 IEEE, Ljubljana, Slovenia, 9/10/16. https://doi.org/10.1109/ISGTEurope.2016.7856314","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2588096895.pdf","grobid_xml":"https://content.openalex.org/works/W2588096895.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W618095997","https://openalex.org/W1536553857","https://openalex.org/W1570448133","https://openalex.org/W1986844227","https://openalex.org/W2005178671","https://openalex.org/W2007361855","https://openalex.org/W2023862164","https://openalex.org/W2123685609","https://openalex.org/W2129928993","https://openalex.org/W2140190241","https://openalex.org/W2147332304","https://openalex.org/W2158442843","https://openalex.org/W2552373051","https://openalex.org/W6656506866","https://openalex.org/W6681763819","https://openalex.org/W6730139045","https://openalex.org/W6825246063"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"This":[0,69],"paper":[1],"introduces":[2],"the":[3,21,46,76,103,109,117],"reasons":[4],"for":[5],"big":[6],"data":[7,24,61,78,112,120],"analytics":[8,121],"in":[9,28,48,63,91],"distribution":[10,66,88],"network":[11],"studies":[12,31],"and":[13,94],"potential":[14],"benefits":[15],"it":[16],"could":[17],"give.":[18],"Summary":[19],"of":[20,54,56,75,85,105,111,119],"most":[22],"common":[23],"mining":[25,79],"methods":[26,80],"used":[27],"power":[29],"system":[30,89],"is":[32,43],"also":[33],"given,":[34],"followed":[35],"by":[36,72],"a":[37,64],"comparative":[38],"analysis.":[39],"A":[40],"use":[41],"case":[42],"shown":[44],"at":[45],"end":[47],"order":[49],"to":[50,82],"present":[51],"some":[52,74],"examples":[53],"extraction":[55],"useful":[57],"information":[58,106],"from":[59],"raw":[60],"stored":[62],"real":[65],"utility's":[67],"database.":[68],"was":[70],"done":[71],"using":[73],"basic":[77],"applied":[81],"different":[83],"types":[84],"attributes":[86],"describing":[87],"feeders":[90],"11":[92],"kV":[93,96],"6.6":[95],"network.":[97],"The":[98],"initial":[99],"results":[100],"showed":[101],"that":[102],"usefulness":[104],"depends":[107],"on":[108],"level":[110],"aggregation,":[113],"as":[114,116],"well":[115],"choice":[118],"method.":[122]},"counts_by_year":[],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}