{"id":"https://openalex.org/W3112621486","doi":"https://doi.org/10.1109/mim.2020.9289069","title":"Structural Health Monitoring and Prognostic of Industrial Plants and Civil Structures: A Sensor to Cloud Architecture","display_name":"Structural Health Monitoring and Prognostic of Industrial Plants and Civil Structures: A Sensor to Cloud Architecture","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3112621486","doi":"https://doi.org/10.1109/mim.2020.9289069","mag":"3112621486"},"language":"en","primary_location":{"id":"doi:10.1109/mim.2020.9289069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2020.9289069","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation & Measurement Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ieeexplore.ieee.org/document/9289069","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050594256","display_name":"Federica Zonzini","orcid":"https://orcid.org/0000-0002-2429-1469"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federica Zonzini","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030738442","display_name":"Cristiano Aguzzi","orcid":"https://orcid.org/0000-0002-8934-3303"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristiano Aguzzi","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030108501","display_name":"Lorenzo Gigli","orcid":"https://orcid.org/0000-0001-9714-3777"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Gigli","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023503670","display_name":"Luca Sciullo","orcid":"https://orcid.org/0000-0002-8973-4486"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Sciullo","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048414078","display_name":"Nicola Testoni","orcid":"https://orcid.org/0000-0003-3281-137X"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Testoni","raw_affiliation_strings":["University of Bologna"],"affiliations":[{"raw_affiliation_string":"University of Bologna","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071758029","display_name":"Luca De Marchi","orcid":"https://orcid.org/0000-0003-0637-9472"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca De Marchi","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032452851","display_name":"Marco Di Felice","orcid":"https://orcid.org/0000-0001-7496-7597"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Di Felice","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043773944","display_name":"Tullio Salmon Cinotti","orcid":"https://orcid.org/0000-0002-6877-5254"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tullio Salmon Cinotti","raw_affiliation_strings":["University of Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060846167","display_name":"Canio Mennuti","orcid":"https://orcid.org/0000-0002-3028-6746"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Canio Mennuti","raw_affiliation_strings":["Safety Diagnostic Technologies Laboratory"],"affiliations":[{"raw_affiliation_string":"Safety Diagnostic Technologies Laboratory","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016094711","display_name":"Alessandro Marzani","orcid":"https://orcid.org/0000-0001-7697-6729"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro Marzani","raw_affiliation_strings":["Engineering and Information Technology for Structural and Environmental Monitoring and Risk Management (EIT-4SEMM)"],"affiliations":[{"raw_affiliation_string":"Engineering and Information Technology for Structural and Environmental Monitoring and Risk Management (EIT-4SEMM)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5050594256"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":4.6542,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.95214244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"23","issue":"9","first_page":"21","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.7660050392150879},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5901854038238525},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5614745020866394},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.5608277320861816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5212074518203735},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.44918733835220337},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4242153763771057},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4124599099159241},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3753209412097931},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1978989541530609}],"concepts":[{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.7660050392150879},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5901854038238525},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5614745020866394},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.5608277320861816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212074518203735},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.44918733835220337},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4242153763771057},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4124599099159241},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3753209412097931},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1978989541530609},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mim.2020.9289069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2020.9289069","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation & Measurement Magazine","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/791048","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9289069","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:cris.unibo.it:11585/791048","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9289069","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3233907517","display_name":null,"funder_award_id":"BRIC/2018","funder_id":"https://openalex.org/F4320324633","funder_display_name":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro"}],"funders":[{"id":"https://openalex.org/F4320324633","display_name":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2096013635","https://openalex.org/W2110443628","https://openalex.org/W2501454855","https://openalex.org/W2792679127","https://openalex.org/W2905113794","https://openalex.org/W2905345045","https://openalex.org/W2908485866","https://openalex.org/W2919565602","https://openalex.org/W2954438411","https://openalex.org/W2969061532","https://openalex.org/W2999380148","https://openalex.org/W6756910213"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W3089997100"],"abstract_inverted_index":{"The":[0,26,54,238],"deployment":[1],"of":[2,37,44,98,141,149,220,229,248,262,287,298,309,321,332,335],"Structural":[3],"Health":[4],"Monitoring":[5],"(SHM)":[6],"systems":[7],"is":[8,47,312],"a":[9,70,243,252,267,315,322],"natively":[10],"interdisciplinary":[11,195],"task":[12],"that":[13,169,246],"involves":[14],"joint":[15],"research":[16,330],"contributions":[17],"from":[18,31],"sensing":[19,101,143],"technologies,":[20,102],"data":[21,128,150,253,268,301],"science":[22],"and":[23,63,130,145,160,232,236,266,270,277,303],"civil":[24,45,178,233],"engineering.":[25,179],"capability":[27],"to":[28,58,65,78,89,136,187],"assess,":[29],"also":[30],"remote":[32],"stations,":[33],"the":[34,41,96,124,139,142,147,172,189,207,226,258,284,288,307,310,319,328,333,339],"working":[35],"conditions":[36],"industrial":[38,230],"plants":[39],"or":[40,112],"structural":[42,80],"integrity":[43],"buildings":[46],"widely":[48],"requested":[49],"in":[50,177,206,296],"many":[51],"application":[52],"fields.":[53],"technological":[55],"development":[56],"aims":[57],"continuously":[59],"provide":[60],"innovative":[61],"tools":[62],"approaches":[64,186],"satisfy":[66],"these":[67,91,214],"demands.":[68],"As":[69],"first":[71],"instance,":[72],"reliable":[73],"monitoring":[74,244,320],"strategies":[75],"are":[76,93],"needed":[77],"detect":[79],"damages":[81],"while":[82],"filtering":[83],"out":[84],"environmental":[85],"noise.":[86],"Ongoing":[87],"solutions":[88],"tackle":[90],"topics":[92],"based":[94],"on":[95,257,314],"exploitation":[97],"highly":[99],"customized":[100],"such":[103],"as":[104],"shaped":[105],"transducers":[106],"for":[107,117,225],"Acoustic":[108],"Emission":[109],"(AE)":[110],"testing":[111],"Micro-Electro-Mechanical":[113],"System":[114],"(MEMS)":[115],"accelerometers":[116],"Operational":[118],"Modal":[119],"Analysis":[120],"(OMA)":[121],"[1].":[122],"On":[123],"other":[125],"hand,":[126],"effective":[127],"acquisition":[129,254],"storage":[131,269],"techniques":[132],"must":[133],"be":[134,164],"employed":[135],"cope":[137],"with":[138,146],"heterogeneity":[140],"devices":[144],"amount":[148],"produced":[151],"by":[152,193,216,292],"collecting":[153],"raw":[154],"measured":[155],"signals.":[156],"Finally,":[157,306],"damage":[158],"detection":[159],"prediction":[161],"tasks":[162],"should":[163],"computed":[165],"via":[166],"data-driven":[167],"algorithms":[168],"can":[170],"complement":[171],"model-based":[173],"alternatives":[174],"traditionally":[175],"used":[176],"Layered":[180],"SHM":[181,223,290,329],"architectures":[182],"[2]":[183],"represent":[184],"straightforward":[185],"address":[188],"system":[190,241,311],"complexity":[191],"originated":[192],"this":[194,210],"design;":[196],"however,":[197],"few":[198],"real-world":[199,316],"implementations":[200],"have":[201],"been":[202],"presented":[203],"so":[204],"far":[205],"literature.":[208],"In":[209],"paper,":[211],"we":[212],"overcome":[213],"limitations":[215],"presenting":[217],"an":[218],"Internet":[219],"Things":[221,263],"(IoT)-based":[222],"architecture":[224],"predictive":[227],"maintenance":[228],"sites":[231],"engineering":[234],"structures":[235],"infrastructures.":[237],"proposed":[239,289],"cyber-physical":[240],"includes":[242],"layer,":[245,255,272],"consists":[247],"accelerometer-based":[249],"sensor":[250],"networks,":[251],"built":[256],"recent":[259],"W3C":[260],"Web":[261],"standard":[264],"[3],":[265],"analytics":[271],"which":[273],"leverages":[274],"distributed":[275],"database":[276],"Machine":[278],"Learning":[279],"tools.":[280],"We":[281],"extensively":[282],"discuss":[283],"hardware/software":[285],"components":[286],"architecture,":[291],"stressing":[293],"its":[294],"advantages":[295],"terms":[297],"device":[299],"versatility,":[300],"scalability":[302],"interoperability":[304],"support.":[305],"effectiveness":[308],"validated":[313],"use-case,":[317],"i.e.,":[318],"metallic":[323],"frame":[324],"structure":[325],"located":[326],"at":[327],"labs":[331],"University":[334],"Bologna,":[336],"Italy,":[337],"within":[338],"MAC4PRO":[340],"project":[341],"[4].":[342]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2020-12-21T00:00:00"}