{"id":"https://openalex.org/W2955728939","doi":"https://doi.org/10.1007/978-3-030-23887-2_20","title":"Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models","display_name":"Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models","publication_year":2019,"publication_date":"2019-06-21","ids":{"openalex":"https://openalex.org/W2955728939","doi":"https://doi.org/10.1007/978-3-030-23887-2_20","mag":"2955728939"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23887-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23887-2_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","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/A5047329142","display_name":"Marta Fernandes","orcid":"https://orcid.org/0000-0002-9419-7750"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marta Fernandes","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9419-7750","affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037236672","display_name":"Alda Canito","orcid":"https://orcid.org/0000-0002-4338-7239"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alda Canito","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4338-7239","affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070935465","display_name":"Juan M. Corchado","orcid":"https://orcid.org/0000-0002-2829-1829"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Manuel Corchado","raw_affiliation_strings":["BISITE Research Centre, University of Salamanca (USAL), Salamanca, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2829-1829","affiliations":[{"raw_affiliation_string":"BISITE Research Centre, University of Salamanca (USAL), Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007629138","display_name":"Goreti Marreiros","orcid":"https://orcid.org/0000-0003-4417-8401"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Goreti Marreiros","raw_affiliation_strings":["GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4417-8401","affiliations":[{"raw_affiliation_string":"GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047329142"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":7.0233,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.98426656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9991000294685364,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991599977016449,"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/downtime","display_name":"Downtime","score":0.7999781370162964},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.6637411117553711},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6161304712295532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6045252084732056},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5785413980484009},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5329136848449707},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.5052927136421204},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5024635791778564},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.4878115952014923},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4343680441379547},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.41011035442352295},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34547242522239685},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3280913829803467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3119242191314697},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25557947158813477},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.18152233958244324},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08124792575836182}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.7999781370162964},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6637411117553711},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6161304712295532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6045252084732056},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5785413980484009},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5329136848449707},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.5052927136421204},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5024635791778564},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.4878115952014923},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4343680441379547},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.41011035442352295},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34547242522239685},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3280913829803467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3119242191314697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25557947158813477},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.18152233958244324},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08124792575836182},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-23887-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23887-2_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1486034269","https://openalex.org/W1544274373","https://openalex.org/W2012301399","https://openalex.org/W2016746297","https://openalex.org/W2026493302","https://openalex.org/W2040395995","https://openalex.org/W2045186954","https://openalex.org/W2075721911","https://openalex.org/W2081028405","https://openalex.org/W2093258526","https://openalex.org/W2134295053","https://openalex.org/W2158196600","https://openalex.org/W2222570178","https://openalex.org/W2313953460","https://openalex.org/W2596408346","https://openalex.org/W2625049366","https://openalex.org/W2805611890","https://openalex.org/W2811507150","https://openalex.org/W2899231837","https://openalex.org/W6758689542"],"related_works":["https://openalex.org/W4362496992","https://openalex.org/W1516451032","https://openalex.org/W4399675919","https://openalex.org/W102856357","https://openalex.org/W2944342107","https://openalex.org/W1567468256","https://openalex.org/W4390478470","https://openalex.org/W1980965876","https://openalex.org/W4281260765","https://openalex.org/W2159886170"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}