{"id":"https://openalex.org/W4382723088","doi":"https://doi.org/10.3390/s23136012","title":"Smart Preventive Maintenance of Hybrid Networks and IoT Systems Using Software Sensing and Future State Prediction","display_name":"Smart Preventive Maintenance of Hybrid Networks and IoT Systems Using Software Sensing and Future State Prediction","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4382723088","doi":"https://doi.org/10.3390/s23136012","pmid":"https://pubmed.ncbi.nlm.nih.gov/37447861"},"language":"en","primary_location":{"id":"doi:10.3390/s23136012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136012","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6012/pdf?version=1688028795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/13/6012/pdf?version=1688028795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014069349","display_name":"Marius Minea","orcid":"https://orcid.org/0000-0001-9247-2264"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Marius Minea","raw_affiliation_strings":["Department Telematics and Electronics for Transports, University Politehnica of Bucharest, 060042 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0001-9247-2264","affiliations":[{"raw_affiliation_string":"Department Telematics and Electronics for Transports, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018543829","display_name":"Viviana Laetitia Minea","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viviana Laetitia Minea","raw_affiliation_strings":["Department IT, Orange Services Romania, 020334 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department IT, Orange Services Romania, 020334 Bucharest, Romania","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054811649","display_name":"Augustin Semenescu","orcid":"https://orcid.org/0000-0001-6864-3297"},"institutions":[{"id":"https://openalex.org/I33800924","display_name":"Academia Oamenilor de \u0218tiin\u021b\u0103 din Rom\u00e2nia","ror":"https://ror.org/04ybnj478","country_code":"RO","type":"facility","lineage":["https://openalex.org/I33800924"]},{"id":"https://openalex.org/I58077936","display_name":"Romanian Academy","ror":"https://ror.org/0561n6946","country_code":"RO","type":"archive","lineage":["https://openalex.org/I58077936"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Augustin Semenescu","raw_affiliation_strings":["Faculty of Materials Science and Engineering, University Politehnica of Bucharest, 060042 Bucharest, Romania","Romanian Academy of Scientists, 050045 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0001-6864-3297","affiliations":[{"raw_affiliation_string":"Faculty of Materials Science and Engineering, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Romanian Academy of Scientists, 050045 Bucharest, Romania","institution_ids":["https://openalex.org/I33800924","https://openalex.org/I58077936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014069349"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.3978,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81114066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"23","issue":"13","first_page":"6012","last_page":"6012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9685999751091003,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9685999751091003,"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":0.9678999781608582,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9642999768257141,"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/flexibility","display_name":"Flexibility (engineering)","score":0.7219157218933105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5714789032936096},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5319303274154663},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.5049133896827698},{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.5019493103027344},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4864901900291443},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4729575514793396},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4674416780471802},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4613056778907776},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4587545394897461},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3300914764404297},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2986835241317749},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.288041353225708},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.23447030782699585},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14783787727355957},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08880060911178589}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7219157218933105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5714789032936096},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5319303274154663},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.5049133896827698},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.5019493103027344},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4864901900291443},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4729575514793396},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4674416780471802},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4613056778907776},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4587545394897461},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3300914764404297},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2986835241317749},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.288041353225708},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.23447030782699585},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14783787727355957},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08880060911178589},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017060","descriptor_name":"Patient Satisfaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23136012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136012","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6012/pdf?version=1688028795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37447861","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37447861","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10346617","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10346617","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10346617/pdf/sensors-23-06012.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3f1b0dcc25f846c8b6352ec1b9b5378d","is_oa":true,"landing_page_url":"https://doaj.org/article/3f1b0dcc25f846c8b6352ec1b9b5378d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 13, p 6012 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/13/6012/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23136012","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 13; Pages: 6012","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23136012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136012","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6012/pdf?version=1688028795","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382723088.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1585134578","https://openalex.org/W1966759651","https://openalex.org/W2009615765","https://openalex.org/W2038924755","https://openalex.org/W2083778555","https://openalex.org/W2085762521","https://openalex.org/W2099577642","https://openalex.org/W2138545168","https://openalex.org/W2138916466","https://openalex.org/W2140826166","https://openalex.org/W2165093166","https://openalex.org/W2617931713","https://openalex.org/W2809684781","https://openalex.org/W2897202622","https://openalex.org/W2900633536","https://openalex.org/W2963879194","https://openalex.org/W2972997042","https://openalex.org/W3002853684","https://openalex.org/W3010612350","https://openalex.org/W3103656239","https://openalex.org/W3104806278","https://openalex.org/W3127161477","https://openalex.org/W3185375682","https://openalex.org/W3194592176","https://openalex.org/W3211240059","https://openalex.org/W3211703129","https://openalex.org/W4200131186","https://openalex.org/W4210432373","https://openalex.org/W4211212606","https://openalex.org/W4221047324","https://openalex.org/W4224210974","https://openalex.org/W4224247074","https://openalex.org/W4225597946","https://openalex.org/W4229448287","https://openalex.org/W4293525836","https://openalex.org/W4295926617","https://openalex.org/W4313186009","https://openalex.org/W4318052285","https://openalex.org/W4318316109","https://openalex.org/W4319013668","https://openalex.org/W4319791845","https://openalex.org/W4321497937","https://openalex.org/W4322501692","https://openalex.org/W4322631292","https://openalex.org/W4323317383","https://openalex.org/W4323566429","https://openalex.org/W4323846834","https://openalex.org/W4323850648","https://openalex.org/W4323852660","https://openalex.org/W4324091100","https://openalex.org/W4327967163","https://openalex.org/W4327967406"],"related_works":["https://openalex.org/W4220926637","https://openalex.org/W2362681120","https://openalex.org/W2376320007","https://openalex.org/W4376643979","https://openalex.org/W2322402661","https://openalex.org/W2389079374","https://openalex.org/W4242093584","https://openalex.org/W1922673289","https://openalex.org/W2365945961","https://openalex.org/W2369540926"],"abstract_inverted_index":{"At":[0],"present,":[1],"IoT":[2],"and":[3,47,91,105,142,157],"intelligent":[4],"applications":[5,17,137],"are":[6,119],"developed":[7],"on":[8,25,121],"a":[9,55],"large":[10],"scale.":[11],"However,":[12],"these":[13,45],"types":[14],"of":[15,28,44,54,58,64,79,101,113,124,144,149,160,171,177],"new":[16],"require":[18],"stable":[19,56],"wireless":[20],"connectivity":[21],"with":[22,51],"sensors,":[23],"based":[24,120],"several":[26],"standards":[27],"communication,":[29],"such":[30],"as":[31],"ZigBee,":[32],"LoRA,":[33],"nRF,":[34],"Bluetooth,":[35],"or":[36],"cellular":[37],"(LTE,":[38],"5G,":[39],"etc.).":[40],"The":[41,147],"continuous":[42],"expansion":[43],"networks":[46],"services":[48,102],"also":[49,132],"comes":[50],"the":[52,62,77,99,111,122,140,145,155,161,168,175],"requirement":[53],"level":[57],"service,":[59,172],"which":[60,118],"makes":[61],"task":[63],"maintenance":[65,81,115],"operators":[66],"more":[67],"difficult.":[68],"Therefore,":[69],"in":[70],"this":[71,150],"research,":[72],"an":[73,106],"integrated":[74,107],"solution":[75],"for":[76,87,97,134],"management":[78,112],"preventive":[80,114,162],"is":[82,152],"proposed,":[83,117],"employing":[84],"software-defined":[85],"sensing":[86],"hardware":[88],"components,":[89],"applications,":[90],"client":[92],"satisfaction.":[93],"A":[94,128],"specific":[95],"algorithm":[96],"monitoring":[98],"levels":[100,170],"was":[103,116,131],"developed,":[104],"instrument":[108],"to":[109,138,153,165],"assist":[110],"network":[123],"future":[125],"states":[126],"prediction.":[127],"case":[129],"study":[130],"investigated":[133],"smart":[135],"city":[136],"verify":[139],"expandability":[141],"flexibility":[143],"approach.":[146],"purpose":[148],"research":[151],"improve":[154],"efficiency":[156],"response":[158],"time":[159],"maintenance,":[163],"helping":[164],"rapidly":[166],"recover":[167],"required":[169],"thus":[173],"increasing":[174],"resilience":[176],"complex":[178],"systems.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}