{"id":"https://openalex.org/W2765483003","doi":"https://doi.org/10.1007/s12530-017-9206-8","title":"Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbine","display_name":"Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbine","publication_year":2017,"publication_date":"2017-10-27","ids":{"openalex":"https://openalex.org/W2765483003","doi":"https://doi.org/10.1007/s12530-017-9206-8","mag":"2765483003"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-017-9206-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-017-9206-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-017-9206-8.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12530-017-9206-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044466622","display_name":"Farzan Majdani","orcid":"https://orcid.org/0000-0002-4381-3832"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Farzan Majdani","raw_affiliation_strings":["School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0002-4381-3832","affiliations":[{"raw_affiliation_string":"School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040494006","display_name":"Andrei Petrovski","orcid":"https://orcid.org/0000-0002-0987-2791"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrei Petrovski","raw_affiliation_strings":["School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031534210","display_name":"Daniel C. Doolan","orcid":"https://orcid.org/0000-0002-8964-7200"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Daniel Doolan","raw_affiliation_strings":["School of Computing and Digital Technology, Birmingham City University, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Digital Technology, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031534210","https://openalex.org/A5040494006","https://openalex.org/A5044466622"],"corresponding_institution_ids":["https://openalex.org/I12870472","https://openalex.org/I522815984"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.4527,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76149297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"2","first_page":"119","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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":0.9948999881744385,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.994700014591217,"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/T11357","display_name":"Risk and Safety Analysis","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7668853998184204},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6650896072387695},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6555821895599365},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.6317071914672852},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.527000367641449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4743056297302246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4643585681915283},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.44251909852027893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40040406584739685}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7668853998184204},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6650896072387695},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6555821895599365},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.6317071914672852},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.527000367641449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4743056297302246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4643585681915283},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.44251909852027893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40040406584739685},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12530-017-9206-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-017-9206-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-017-9206-8.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},{"id":"pmh:oai:rgu-repository.worktribe.com:246904","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/file/246904/1/MAJDANI%202018%20Evolving%20AAM-based%20sensors","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:openair.rgu.ac.uk:10059/2562","is_oa":true,"landing_page_url":"http://hdl.handle.net/10059/2562","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"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":"","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s12530-017-9206-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-017-9206-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-017-9206-8.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765483003.pdf","grobid_xml":"https://content.openalex.org/works/W2765483003.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W66053595","https://openalex.org/W1634389645","https://openalex.org/W1713484109","https://openalex.org/W1795683727","https://openalex.org/W1966525702","https://openalex.org/W1971735090","https://openalex.org/W1972377868","https://openalex.org/W1973995342","https://openalex.org/W1985277927","https://openalex.org/W2000175358","https://openalex.org/W2060512336","https://openalex.org/W2095727900","https://openalex.org/W2109977233","https://openalex.org/W2122646361","https://openalex.org/W2137983211","https://openalex.org/W2169239645","https://openalex.org/W2301106258","https://openalex.org/W2341407133","https://openalex.org/W3146803896"],"related_works":["https://openalex.org/W3004173571","https://openalex.org/W2209816623","https://openalex.org/W1987127708","https://openalex.org/W3017360834","https://openalex.org/W3135700974","https://openalex.org/W4313307484","https://openalex.org/W2086962923","https://openalex.org/W3094048663","https://openalex.org/W2546638913","https://openalex.org/W2108376122"],"abstract_inverted_index":{"An":[0],"adaptive":[1],"multi-tiered":[2],"framework,":[3],"that":[4],"can":[5],"be":[6,186],"utilised":[7],"for":[8,89],"designing":[9],"a":[10,112,189],"context-aware":[11],"cyber":[12,142],"physical":[13,143],"system":[14,144],"to":[15,133,185],"carry":[16],"out":[17],"smart":[18],"data":[19,72,201],"acquisition":[20],"and":[21,33,64,74,130,147,175,198],"processing,":[22,196],"while":[23],"minimising":[24],"the":[25,41,54,71,93,97,105,120,124,128,138,141,153,169,183],"amount":[26],"of":[27,43,53,61,102,104,119,140,152,172,192,200],"necessary":[28],"human":[29],"intervention":[30],"is":[31,38,155,166],"proposed":[32,36,180],"applied.":[34],"The":[35,48,67,116,149,179],"framework":[37,154,181],"applied":[39,187],"within":[40],"domain":[42],"offshore":[44],"asset":[45],"integrity":[46],"assurance.":[47],"suggested":[49],"approach":[50],"segregates":[51],"processing":[52,75],"input":[55],"stream":[56],"into":[57],"three":[58],"distinct":[59],"phases":[60],"Processing,":[62],"Prediction":[63,98],"Anomaly":[65,122],"detection.":[66],"Processing":[68],"phase":[69],"minimises":[70],"volume":[73],"cost":[76],"by":[77],"analysing":[78],"only":[79],"inputs":[80],"from":[81,203],"easily":[82],"obtainable":[83],"sources":[84],"using":[85,111],"context":[86],"identification":[87],"techniques":[88],"finding":[90],"anomalies":[91,136],"in":[92,137],"acquired":[94],"data.":[95],"During":[96],"phase,":[99],"future":[100],"values":[101,132],"each":[103],"gas":[106],"turbine\u2019s":[107],"sensors":[108],"are":[109],"estimated":[110],"linear":[113],"regression":[114],"model.":[115],"final":[117],"step":[118],"process\u2014":[121],"Detection\u2014classifies":[123],"significant":[125],"discrepancies":[126],"between":[127],"observed":[129],"predicted":[131],"identify":[134],"potential":[135],"operation":[139],"under":[145],"monitoring":[146],"control.":[148],"evolving":[150],"component":[151],"based":[156],"on":[157],"an":[158],"Artificial":[159],"Neural":[160],"Network":[161],"with":[162],"error":[163],"backpropagation.":[164],"Adaptability":[165],"achieved":[167],"through":[168],"combined":[170],"use":[171],"machine":[173],"learning":[174],"computational":[176],"intelligence":[177],"techniques.":[178],"has":[182],"generality":[184],"across":[188],"wide":[190],"range":[191],"problem":[193],"domains":[194],"requiring":[195],"analysis":[197],"interpretation":[199],"obtained":[202],"heterogeneous":[204],"resources.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
