{"id":"https://openalex.org/W2747621739","doi":"https://doi.org/10.1007/978-3-319-56994-9_68","title":"Data Driven Monitoring of Rolling Stock Components","display_name":"Data Driven Monitoring of Rolling Stock Components","publication_year":2017,"publication_date":"2017-08-18","ids":{"openalex":"https://openalex.org/W2747621739","doi":"https://doi.org/10.1007/978-3-319-56994-9_68","mag":"2747621739"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56994-9_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56994-9_68","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5077656092","display_name":"Francesco Ferroni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Francesco Ferroni","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070004679","display_name":"Martin Klimmek","orcid":"https://orcid.org/0000-0002-1860-5070"},"institutions":[{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Klimmek","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000847506","display_name":"Helge Aufderheide","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helge Aufderheide","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053139442","display_name":"Joao Laia","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joao Laia","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106486372","display_name":"D. Klingebiel","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dennis Klingebiel","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003264002","display_name":"Maria Davidich","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114304","display_name":"KraussMaffei (Germany)","ror":"https://ror.org/02718ec78","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113402","https://openalex.org/I4210114304"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maria Davidich","raw_affiliation_strings":["Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Siemens AG, MO CS DS DA, Krauss-Maffei Street 2, 80997, Munich, Germany","institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077656092"],"corresponding_institution_ids":["https://openalex.org/I1325886976","https://openalex.org/I4210114304"],"apc_list":null,"apc_paid":null,"fwci":0.5652,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69455366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1003","last_page":"1013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987999796867371,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987999796867371,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9879000186920166,"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/T12127","display_name":"Software System Performance and Reliability","score":0.953499972820282,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/big-data","display_name":"Big data","score":0.5860204100608826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5458685159683228},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5421358942985535},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4937077462673187},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.4430198073387146},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40136653184890747},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37229347229003906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2950454354286194},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2270946502685547},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.06762444972991943},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05983349680900574}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5860204100608826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5458685159683228},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5421358942985535},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4937077462673187},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4430198073387146},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40136653184890747},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37229347229003906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2950454354286194},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2270946502685547},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.06762444972991943},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05983349680900574},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-56994-9_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56994-9_68","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W170732776","https://openalex.org/W2000618191","https://openalex.org/W2107946060","https://openalex.org/W2132870739","https://openalex.org/W2141386066","https://openalex.org/W2152175008","https://openalex.org/W2252922088"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417","https://openalex.org/W2218513093","https://openalex.org/W4200136508"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}