{"id":"https://openalex.org/W7125607828","doi":"https://doi.org/10.1109/c366505.2025.11340471","title":"An AI-Enhanced Predictive Control for Flicker-Free Operation in Hybrid Energy Systems with Low Computational Resources","display_name":"An AI-Enhanced Predictive Control for Flicker-Free Operation in Hybrid Energy Systems with Low Computational Resources","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W7125607828","doi":"https://doi.org/10.1109/c366505.2025.11340471"},"language":"en","primary_location":{"id":"doi:10.1109/c366505.2025.11340471","doi":"https://doi.org/10.1109/c366505.2025.11340471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/c366505.2025.11340471","pdf_url":null,"source":{"id":"https://openalex.org/S7407088761","display_name":"IEEE Colombian Caribbean Conference (C3)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Colombian Caribbean Conference (C3)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5064333434","display_name":"Darwin Orlando Cardozo Sarmiento","orcid":"https://orcid.org/0000-0003-3177-3893","observed_orcids":["https://orcid.org/0000-0003-3177-3893"]},"institutions":[{"id":"https://openalex.org/I4210106163","display_name":"Corporaci\u00f3n Universitaria Minuto de Dios","ror":"https://ror.org/01r0dam38","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210106163"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"D. O. Cardozo","raw_affiliation_strings":["Corporaci\u00f3n Universitaria Minuto de Dios-UNIMINUTO,Bogot\u00e1,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Corporaci\u00f3n Universitaria Minuto de Dios-UNIMINUTO,Bogot\u00e1,Colombia","institution_ids":["https://openalex.org/I4210106163"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5157278469","display_name":"C. Quintero","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"C. Quintero","raw_affiliation_strings":["Universidad del Norte,Department of Electrical and Electronics Engineering,Barranquilla,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad del Norte,Department of Electrical and Electronics Engineering,Barranquilla,Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123755191","display_name":"M. Pardo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"M. Pardo","raw_affiliation_strings":["Universidad del Norte,Department of Electrical and Electronics Engineering,Barranquilla,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad del Norte,Department of Electrical and Electronics Engineering,Barranquilla,Colombia","institution_ids":["https://openalex.org/I142879360"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.861299991607666,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.861299991607666,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.04500000178813934,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.03779999911785126,"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/hybrid-energy-systems","display_name":"hybrid energy systems","score":0.9259999990463257},{"id":"https://openalex.org/keywords/predictive-control","display_name":"predictive control","score":0.8809999823570251},{"id":"https://openalex.org/keywords/solar-irradiance-forecasting","display_name":"solar irradiance forecasting","score":0.8460000157356262},{"id":"https://openalex.org/keywords/rural-microgrids","display_name":"rural microgrids","score":0.9440000057220459},{"id":"https://openalex.org/keywords/autonomous-energy-systems","display_name":"autonomous energy systems","score":0.7990000247955322},{"id":"https://openalex.org/keywords/power-supply-stability","display_name":"power supply stability","score":0.47099998593330383}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7366999983787537},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5705999732017517},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5386000275611877},{"id":"https://openalex.org/C19743564","wikidata":"https://www.wikidata.org/wiki/Q25378119","display_name":"Flicker","level":2,"score":0.5343000292778015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4925999939441681},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.448199987411499},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4372999966144562},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.4293999969959259},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42080000042915344},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.414000004529953},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.38589999079704285},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.37720000743865967},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3521000146865845},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.32749998569488525},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.323199987411499},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.322299987077713},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3183000087738037},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.31189998984336853},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C2982719155","wikidata":"https://www.wikidata.org/wiki/Q25584060","display_name":"Energy source","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/c366505.2025.11340471","doi":"https://doi.org/10.1109/c366505.2025.11340471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/c366505.2025.11340471","pdf_url":null,"source":{"id":"https://openalex.org/S7407088761","display_name":"IEEE Colombian Caribbean Conference (C3)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Colombian Caribbean Conference (C3)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":1.0},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.821399986743927}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3129628919","https://openalex.org/W3131956866","https://openalex.org/W4221102803","https://openalex.org/W4312241584","https://openalex.org/W4316466886","https://openalex.org/W4318485255","https://openalex.org/W4327728752","https://openalex.org/W4367281004","https://openalex.org/W4380489023","https://openalex.org/W4382468019","https://openalex.org/W4382724157","https://openalex.org/W4385191490","https://openalex.org/W4405717767"],"related_works":["https://openalex.org/W7219799318","https://openalex.org/W7166646244","https://openalex.org/W7211953672","https://openalex.org/W3023640102","https://openalex.org/W7164580412","https://openalex.org/W7138870939","https://openalex.org/W4401214618","https://openalex.org/W4414887176","https://openalex.org/W4394896245","https://openalex.org/W7154610493"],"abstract_inverted_index":{"This":[0,101,184],"paper":[1],"presents":[2],"an":[3,12,78,105],"enhancement":[4],"to":[5,18,40,52,60,114,123],"a":[6,29,70,85,96,138,187],"hybrid":[7],"energy":[8,182,200],"system":[9,113,163],"by":[10,46,84],"incorporating":[11],"AI-driven":[13],"predictive":[14,158],"control":[15,34,129],"mechanism":[16],"designed":[17],"improve":[19],"power":[20,61,93],"supply":[21],"stability":[22,148],"and":[23,118,122,133,145,179,197],"continuity.":[24],"The":[25,128],"proposed":[26,157],"approach":[27],"addresses":[28],"common":[30],"limitation":[31],"in":[32,43,135,141],"conventional":[33],"strategies,":[35],"which":[36],"often":[37],"respond":[38],"reactively":[39],"short-term":[41],"drops":[42],"solar":[44,92],"irradiance":[45,120],"prematurely":[47],"switching":[48,125,144],"from":[49],"renewable":[50,199],"sources":[51],"the":[53,64,112,156,191],"electrical":[54],"grid.":[55],"These":[56],"transitions":[57],"can":[58],"lead":[59],"flicker":[62],"degrading":[63],"user":[65],"quality":[66],"of":[67,107,193],"experience.":[68],"Thus,":[69],"traditional":[71],"operation":[72],"state":[73],"controller":[74],"is":[75,131],"extended":[76],"with":[77,104],"AI-powered":[79],"predicting":[80],"operational":[81],"mode":[82],"governed":[83],"real-time":[86],"prediction":[87],"model":[88],"that":[89,155],"forecasts":[90],"shortterm":[91],"generation":[94],"using":[95],"lightweight":[97],"LSTM-BiCNNMLP":[98],"neural":[99],"network.":[100],"prediction,":[102],"combined":[103],"estimation":[106],"battery":[108],"bank":[109],"autonomy,":[110],"enables":[111],"distinguish":[115],"between":[116],"transient":[117],"sustained":[119],"reductions":[121],"defer":[124],"decisions":[126],"accordingly.":[127],"logic":[130],"implemented":[132],"validated":[134],"MATLAB/Simulink,":[136],"demonstrating":[137],"significant":[139],"decrease":[140],"redundant":[142],"source":[143],"improved":[146],"load":[147],"under":[149],"fluctuating":[150],"environmental":[151],"conditions.":[152],"Results":[153],"confirm":[154],"strategy":[159],"not":[160],"only":[161],"enhances":[162],"reliability":[164],"but":[165],"also":[166],"operates":[167],"efficiently":[168],"on":[169],"low-resource":[170],"platforms,":[171],"making":[172],"it":[173],"particularly":[174],"suitable":[175],"for":[176],"rural":[177],"microgrids":[178],"cost-constrained":[180],"autonomous":[181],"systems.":[183],"work":[185],"represents":[186],"meaningful":[188],"step":[189],"toward":[190],"development":[192],"more":[194],"resilient,":[195],"adaptive,":[196],"intelligent":[198],"solutions.":[201]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-01-25T00:00:00"}
