{"id":"https://openalex.org/W7118011499","doi":"https://doi.org/10.1109/enc68268.2025.11311914","title":"Human-Centered Hybrid CPS for Intelligent Forecasting in Cathodic Protection Systems","display_name":"Human-Centered Hybrid CPS for Intelligent Forecasting in Cathodic Protection Systems","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W7118011499","doi":"https://doi.org/10.1109/enc68268.2025.11311914"},"language":null,"primary_location":{"id":"doi:10.1109/enc68268.2025.11311914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/enc68268.2025.11311914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Mexican International Conference on Computer Science (ENC)","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/A5052085139","display_name":"Eduardo Truti\u00e9-Carrero","orcid":"https://orcid.org/0000-0002-8155-8369"},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Eduardo Truti\u00e9-Carrero","raw_affiliation_strings":["Centro de Investigación en Ingeniería y Ciencias Aplicadas"],"affiliations":[{"raw_affiliation_string":"Centro de Investigación en Ingeniería y Ciencias Aplicadas","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041886072","display_name":"Jos\u00e9 M. Nieto-Jalil","orcid":"https://orcid.org/0000-0001-9908-2621"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Nieto-Jalil","raw_affiliation_strings":["Tecnologico de Monterrey School of Engineering and Science"],"affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey School of Engineering and Science","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103193271","display_name":"D. Seuret-Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-8444-2214"},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Diego Seuret-Jim\u00e9nez","raw_affiliation_strings":["Centro de Investigación en Ingeniería y Ciencias Aplicadas"],"affiliations":[{"raw_affiliation_string":"Centro de Investigación en Ingeniería y Ciencias Aplicadas","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121815878","display_name":"Luz Edain Nava Borrego","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110539","display_name":"Energy Storage Systems (United States)","ror":"https://ror.org/01rq0mb28","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110539"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luz Edain Nava Borrego","raw_affiliation_strings":["Esentia Energy Systems"],"affiliations":[{"raw_affiliation_string":"Esentia Energy Systems","institution_ids":["https://openalex.org/I4210110539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121788839","display_name":"Jorge Cant\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorge Cant\u00f3","raw_affiliation_strings":["Corrosión y Protección (CyP)"],"affiliations":[{"raw_affiliation_string":"Corrosión y Protección (CyP)","institution_ids":["https://openalex.org/I2799978770"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052085139"],"corresponding_institution_ids":["https://openalex.org/I1311157440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65800666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.1152999997138977,"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.1152999997138977,"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/T11357","display_name":"Risk and Safety Analysis","score":0.0697999969124794,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.04360000044107437,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/fuzzy-logic","display_name":"Fuzzy logic","score":0.5633000135421753},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4973999857902527},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4936000108718872},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4410000145435333},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.39169999957084656},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.3628000020980835},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.35600000619888306},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.34619998931884766},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3458999991416931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564000248908997},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5633000135421753},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4973999857902527},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4936000108718872},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4410000145435333},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37119999527931213},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.35600000619888306},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.34619998931884766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3384000062942505},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3357999920845032},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.3319999873638153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32820001244544983},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3271999955177307},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2874000072479248},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.28209999203681946},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.28060001134872437},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26330000162124634},{"id":"https://openalex.org/C205871581","wikidata":"https://www.wikidata.org/wiki/Q15152527","display_name":"Cathodic protection","level":4,"score":0.26089999079704285},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.2517000138759613},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/enc68268.2025.11311914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/enc68268.2025.11311914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Mexican International Conference on Computer Science (ENC)","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":0.6463524699211121}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2036842160","https://openalex.org/W2592982295","https://openalex.org/W3135685413","https://openalex.org/W3194771566","https://openalex.org/W3200068975","https://openalex.org/W3217425121","https://openalex.org/W4211007335","https://openalex.org/W4249314718","https://openalex.org/W4295308769","https://openalex.org/W4385702169","https://openalex.org/W4391265101","https://openalex.org/W4396930874","https://openalex.org/W4399896712","https://openalex.org/W4403064719","https://openalex.org/W4404965606","https://openalex.org/W4405863932","https://openalex.org/W4406727981","https://openalex.org/W4406939673","https://openalex.org/W4407263569","https://openalex.org/W4407276595","https://openalex.org/W4407392676","https://openalex.org/W4407602807","https://openalex.org/W4407983048","https://openalex.org/W4408052000","https://openalex.org/W4409486158","https://openalex.org/W4410368552","https://openalex.org/W4410492013","https://openalex.org/W4410998689","https://openalex.org/W4411042705","https://openalex.org/W4412020120","https://openalex.org/W4412877175"],"related_works":[],"abstract_inverted_index":{"This":[0,128],"work":[1],"presents":[2],"the":[3,16,47,55,79,88,94,103,110,114,141],"design,":[4],"development,":[5],"and":[6,101,135,165],"deployment":[7],"of":[8,49,96,105,113,125,143],"a":[9,32,68,97,106,154],"human-centered":[10],"cyber-physical":[11],"system":[12,152],"(HCPS)":[13],"for":[14,23,72,157],"forecasting":[15,123],"ON":[17,115],"potential":[18],"in":[19,146,160],"cathodic":[20],"protection":[21],"systems":[22,61],"critical":[24,170],"hydrocarbon-transport":[25],"infrastructure.":[26],"The":[27,117,150],"proposal":[28],"is":[29],"built":[30],"on":[31],"hybrid":[33],"architecture":[34],"that":[35],"combines":[36],"long":[37],"short-term":[38],"memory":[39],"(LSTM)":[40],"networks":[41],"with":[42],"Mamdani-type":[43],"fuzzy":[44,98],"logic,":[45],"enabling":[46],"capture":[48],"complex":[50],"spatiotemporal":[51],"patterns":[52],"while":[53],"managing":[54],"uncertainty":[56],"inherent":[57],"to":[58,63,77,168],"nonlinear,":[59],"stochastic":[60],"subject":[62],"environmental":[64],"perturbations.":[65],"We":[66],"introduce":[67],"multiscale":[69],"preprocessing":[70],"pipeline":[71],"reconstructed":[73],"ON-potential":[74],"time":[75],"series":[76],"feed":[78],"model,":[80],"optimized":[81],"via":[82],"adaptive":[83],"dynamic":[84,111],"weighting.":[85],"In":[86],"tandem,":[87],"research":[89],"contributes":[90],"two":[91],"advances:":[92],"(i)":[93],"definition":[95],"recursive":[99,107],"operator,":[100],"(ii)":[102],"formulation":[104],"equation":[108],"modeling":[109],"behavior":[112],"potential.":[116],"procedure":[118],"achieved":[119],"an":[120],"experimentally":[121],"validated":[122],"accuracy":[124],"83":[126],"%.":[127],"multidisciplinary":[129],"approach":[130],"not":[131],"only":[132],"improves":[133],"prediction":[134],"operational":[136],"resilience":[137],"but":[138],"also":[139],"reframes":[140],"role":[142],"artificial":[144],"intelligence":[145],"high-criticality":[147],"industrial":[148],"environments.":[149],"proposed":[151],"lays":[153],"robust":[155],"foundation":[156],"future":[158],"developments":[159],"prescriptive":[161],"maintenance,":[162],"extreme-scenario":[163],"simulation,":[164],"technology":[166],"transfer":[167],"other":[169],"infrastructures.":[171]},"counts_by_year":[],"updated_date":"2026-01-03T23:08:47.215875","created_date":"2026-01-02T00:00:00"}