{"id":"https://openalex.org/W2588264965","doi":"https://doi.org/10.1109/mfi.2016.7849512","title":"Model-based approaches for sensor data monitoring for smart bridges","display_name":"Model-based approaches for sensor data monitoring for smart bridges","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2588264965","doi":"https://doi.org/10.1109/mfi.2016.7849512","mag":"2588264965"},"language":"en","primary_location":{"id":"doi:10.1109/mfi.2016.7849512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2016.7849512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","raw_type":"proceedings-article"},"type":"article","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/A5014011395","display_name":"Felix Sawo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Felix Sawo","raw_affiliation_strings":["Felix Sawo is CEO of the company Knowtion UG (haftungsbeschr\u00e4nkt), Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Felix Sawo is CEO of the company Knowtion UG (haftungsbeschr\u00e4nkt), Karlsruhe, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020010350","display_name":"Eckhard Kempkens","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157396","display_name":"Federal Highway Research Institute","ror":"https://ror.org/046nzaj59","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157396"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eckhard Kempkens","raw_affiliation_strings":["Eckhard Kempkens is research associate in Federal Highway Research Institute (BASt), Bergisch, Gladbach, Germany"],"affiliations":[{"raw_affiliation_string":"Eckhard Kempkens is research associate in Federal Highway Research Institute (BASt), Bergisch, Gladbach, Germany","institution_ids":["https://openalex.org/I4210157396"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014011395"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5356,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72072594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9987000226974487,"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/T11220","display_name":"Water Systems and Optimization","score":0.9858999848365784,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.7280092239379883},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6413655281066895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6287171244621277},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6185218691825867},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.5405186414718628},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5299606919288635},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4770564138889313},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4146386682987213},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.4129522442817688},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.40388160943984985},{"id":"https://openalex.org/keywords/construction-engineering","display_name":"Construction engineering","score":0.3475390672683716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2876431345939636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14103570580482483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10972774028778076}],"concepts":[{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.7280092239379883},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6413655281066895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6287171244621277},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6185218691825867},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.5405186414718628},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5299606919288635},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4770564138889313},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4146386682987213},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4129522442817688},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.40388160943984985},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.3475390672683716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2876431345939636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14103570580482483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10972774028778076},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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:10.1109/mfi.2016.7849512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2016.7849512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1654016072","https://openalex.org/W2117397690","https://openalex.org/W2794413559"],"related_works":["https://openalex.org/W1972557159","https://openalex.org/W562823126","https://openalex.org/W2106037662","https://openalex.org/W2165392093","https://openalex.org/W1530419332","https://openalex.org/W2469134140","https://openalex.org/W2045782830","https://openalex.org/W2993874308","https://openalex.org/W2113699753","https://openalex.org/W1965514648"],"abstract_inverted_index":{"At":[0],"present,":[1],"bridge":[2,106,210],"maintenance":[3,121,247],"management":[4,122],"typically":[5],"consists":[6],"of":[7,129,144,169,182,199,208,226,232,236,245],"regular":[8],"visual":[9],"building":[10,90],"inspections.":[11,91],"Structural":[12],"damage":[13,36],"frequently":[14],"remains":[15],"undiscovered":[16],"until":[17],"it":[18,30],"becomes":[19],"clearly":[20],"visible,":[21],"a":[22,41,118,184,203],"situation":[23],"which":[24,192],"makes":[25],"little":[26],"economic":[27],"sense.":[28],"However,":[29],"is":[31],"often":[32,57],"the":[33,61,89,105,139,142,149,163,178,197],"case":[34],"that":[35],"and":[37,48,51,79,96,103,117,131,141,167,180,189,228,239],"critical":[38],"reactions":[39,143],"to":[40,73,88,108,135,161,224,242],"bridges":[42,68],"internal":[43],"structure":[44],"occur":[45],"in":[46,86,102,159,173,196,214],"inaccessible":[47],"concealed":[49],"places,":[50],"are":[52,100,235],"caused":[53],"by":[54],"existing":[55],"but":[56],"unknown":[58],"effects":[59,137],"on":[60,104,138,148,205,218],"construction.":[62],"Existing":[63],"as":[64,66],"well":[65],"newly-constructed":[67],"should":[69],"therefore":[70,240],"be":[71,158],"able":[72],"provide":[74,109],"information":[75],"about":[76],"their":[77],"condition":[78],"it's":[80],"development":[81],"at":[82],"an":[83],"early":[84],"stage":[85],"addition":[87],"To":[92],"achieve":[93],"this,":[94],"flexible":[95],"adaptable":[97],"modular":[98],"systems":[99],"required":[101,126],"structures":[107,140],"measurement-technology":[110],"support,":[111],"together":[112],"with":[113,202,222],"differentiated":[114],"evaluation":[115],"procedures":[116],"correspondingly":[119],"enlarged":[120],"program.":[123],"The":[124,212,230],"instrumentation":[125],"must":[127,156],"consist":[128],"capable":[130],"durable":[132],"sensor":[133,170,186],"technology":[134],"register":[136],"individual":[145],"structural":[146],"elements;":[147],"other":[150,243],"hand":[151],"smart":[152],"measurement":[153],"data":[154,171,187],"processing":[155],"also":[157],"place":[160],"ensure":[162],"plausibility,":[164],"fusion,":[165],"interpolation":[166],"reduction":[168],"streams":[172],"situ.":[174],"This":[175],"article":[176],"summarises":[177],"approaches":[179],"prospects":[181],"implementing":[183],"high-performance":[185],"analysis":[188,220],"monitoring":[190,209],"concept":[191],"has":[193],"been":[194],"examined":[195],"context":[198],"current":[200],"research":[201,234],"focus":[204],"practical":[206],"aspects":[207],"structures.":[211],"discussion":[213],"this":[215,233],"contribution":[216],"focuses":[217],"model-based":[219],"techniques":[221],"regard":[223],"areas":[225,244],"application":[227],"input-to-benefit-ratios.":[229],"findings":[231],"general":[237],"interest":[238],"transferable":[241],"infrastructure":[246],"management.":[248]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"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"}