{"id":"https://openalex.org/W4383648331","doi":"https://doi.org/10.1007/978-3-031-36001-5_65","title":"Assistance System for AI-Based Monitoring and Prediction in Smart Grids","display_name":"Assistance System for AI-Based Monitoring and Prediction in Smart Grids","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383648331","doi":"https://doi.org/10.1007/978-3-031-36001-5_65"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36001-5_65","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36001-5_65","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5092430231","display_name":"Thomas Achim Schmeyer","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Achim Schmeyer","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076296014","display_name":"Gian-Luca Kiefer","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gian-Luca Kiefer","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020710269","display_name":"Boris Brandherm","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Brandherm","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104141031","display_name":"Albert Klimenko","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albert Klimenko","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049071316","display_name":"Kai Kr\u00e4mer","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Kr\u00e4mer","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055616742","display_name":"Matthieu Deru","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthieu Deru","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109849906","display_name":"Alassane Ndiaye","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alassane Ndiaye","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065714825","display_name":"J\u00f6rg Baus","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Baus","raw_affiliation_strings":["Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Assistants, German Research Center for Artificial Intelligence, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010503984","display_name":"Andreas Winter","orcid":"https://orcid.org/0000-0001-6344-4870"},"institutions":[{"id":"https://openalex.org/I4210120512","display_name":"Hochschule f\u00fcr Technik und Wirtschaft des Saarlandes","ror":"https://ror.org/02ge27m07","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210120512"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Winter","raw_affiliation_strings":["Power Engineering Saar, Saarland University of Applied Sciences, 66117, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Power Engineering Saar, Saarland University of Applied Sciences, 66117, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210120512","https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113706319","display_name":"Michael Igel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120512","display_name":"Hochschule f\u00fcr Technik und Wirtschaft des Saarlandes","ror":"https://ror.org/02ge27m07","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210120512"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Igel","raw_affiliation_strings":["Power Engineering Saar, Saarland University of Applied Sciences, 66117, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Power Engineering Saar, Saarland University of Applied Sciences, 66117, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210120512","https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5092430231"],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":null,"apc_paid":null,"fwci":4.7041,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94896833,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9947999715805054,"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/grid","display_name":"Grid","score":0.746421754360199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7328763008117676},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5768760442733765},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5586479902267456},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5430760383605957},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5228019952774048},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5180168747901917},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4468845725059509},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.43794605135917664},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.43583399057388306},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.36067068576812744},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3307831287384033},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18480733036994934},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1579267382621765},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1295720636844635}],"concepts":[{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.746421754360199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328763008117676},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5768760442733765},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5586479902267456},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5430760383605957},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5228019952774048},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5180168747901917},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4468845725059509},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43794605135917664},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.43583399057388306},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.36067068576812744},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3307831287384033},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18480733036994934},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1579267382621765},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1295720636844635},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36001-5_65","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36001-5_65","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"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":6,"referenced_works":["https://openalex.org/W2559962737","https://openalex.org/W3020265068","https://openalex.org/W3127645727","https://openalex.org/W3161468613","https://openalex.org/W3207736570","https://openalex.org/W4383616861"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W821205410","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2612874294"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-23T23:20:30.427331","created_date":"2025-10-10T00:00:00"}