{"id":"https://openalex.org/W2973201317","doi":"https://doi.org/10.23919/acc.2019.8815269","title":"Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines","display_name":"Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2973201317","doi":"https://doi.org/10.23919/acc.2019.8815269","mag":"2973201317"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2019.8815269","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8815269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5030572110","display_name":"Behrouz Khoshbakht Irdmousa","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. K. Irdmousa","raw_affiliation_strings":["Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112211287","display_name":"Syed Z. Rizvi","orcid":null},"institutions":[{"id":"https://openalex.org/I1338503839","display_name":"Corning (United States)","ror":"https://ror.org/02tfv4t78","country_code":"US","type":"company","lineage":["https://openalex.org/I1338503839"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Z. Rizvi","raw_affiliation_strings":["Corning Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Corning Inc","institution_ids":["https://openalex.org/I1338503839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025814202","display_name":"J. Mohammadpour Veini","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Mohammadpour Veini","raw_affiliation_strings":["School of Electrical & Computer Engineering, University of Georgia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042786475","display_name":"Jeffrey Naber","orcid":"https://orcid.org/0000-0002-1912-2134"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. D. Nabert","raw_affiliation_strings":["Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024872557","display_name":"Mahdi Shahbakhti","orcid":"https://orcid.org/0000-0001-5586-1375"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Shahbakhti","raw_affiliation_strings":["Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering-Engineering Mechanics, Michigan Technological University","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1617","last_page":"1622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10192","display_name":"Catalytic Processes in Materials Science","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ignition-system","display_name":"Ignition system","score":0.6886798739433289},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.6628787517547607},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5715172290802002},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5567726492881775},{"id":"https://openalex.org/keywords/diesel-fuel","display_name":"Diesel fuel","score":0.4580084979534149},{"id":"https://openalex.org/keywords/homogeneous-charge-compression-ignition","display_name":"Homogeneous charge compression ignition","score":0.4473249614238739},{"id":"https://openalex.org/keywords/crank","display_name":"Crank","score":0.4378727972507477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3811167776584625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2315402626991272},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.22346758842468262},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1580234169960022},{"id":"https://openalex.org/keywords/combustion-chamber","display_name":"Combustion chamber","score":0.09876886010169983}],"concepts":[{"id":"https://openalex.org/C159063594","wikidata":"https://www.wikidata.org/wiki/Q248382","display_name":"Ignition system","level":2,"score":0.6886798739433289},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.6628787517547607},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5715172290802002},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5567726492881775},{"id":"https://openalex.org/C138171918","wikidata":"https://www.wikidata.org/wiki/Q38423","display_name":"Diesel fuel","level":2,"score":0.4580084979534149},{"id":"https://openalex.org/C96949565","wikidata":"https://www.wikidata.org/wiki/Q5606882","display_name":"Homogeneous charge compression ignition","level":4,"score":0.4473249614238739},{"id":"https://openalex.org/C198994188","wikidata":"https://www.wikidata.org/wiki/Q857558","display_name":"Crank","level":3,"score":0.4378727972507477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3811167776584625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2315402626991272},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.22346758842468262},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1580234169960022},{"id":"https://openalex.org/C106169591","wikidata":"https://www.wikidata.org/wiki/Q909434","display_name":"Combustion chamber","level":3,"score":0.09876886010169983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/acc.2019.8815269","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8815269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-2233","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/1236","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-1968","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/8815269","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W178401335","https://openalex.org/W1986434297","https://openalex.org/W2046532899","https://openalex.org/W2114649917","https://openalex.org/W2320579151","https://openalex.org/W2515540922","https://openalex.org/W2517029685","https://openalex.org/W2533921913","https://openalex.org/W2547247639","https://openalex.org/W2588984843","https://openalex.org/W2612034976","https://openalex.org/W2735230206","https://openalex.org/W2887445607","https://openalex.org/W2893039453","https://openalex.org/W2893180080","https://openalex.org/W4234632365"],"related_works":["https://openalex.org/W142251042","https://openalex.org/W1968062609","https://openalex.org/W2392419558","https://openalex.org/W2362797524","https://openalex.org/W3159050253","https://openalex.org/W2376230854","https://openalex.org/W2357477437","https://openalex.org/W2034203498","https://openalex.org/W2066692261","https://openalex.org/W2360078057"],"abstract_inverted_index":{"Reactivity":[0],"controlled":[1],"compression":[2],"ignition":[3],"(RCCI)":[4],"engines":[5,40],"center":[6],"on":[7],"a":[8,57,87,112,127,148],"combustion":[9,30,53,109],"strategy":[10],"with":[11,174,183],"higher":[12],"thermal":[13],"efficiency,":[14],"lower":[15,20],"particulate":[16],"matter":[17],"(PM),":[18],"and":[19,70,129],"oxides":[21],"of":[22,38,56,114,147],"nitrogen":[23],"(NOx)":[24],"emissions":[25],"compared":[26],"to":[27,47,106,132,153],"conventional":[28],"diesel":[29],"(CDC)":[31],"engines.":[32],"However,":[33],"real":[34],"time":[35,68],"optimal":[36],"control":[37,117,154],"RCCI":[39,62,95,108,116,135],"is":[41,67,97,104,141],"challenging":[42],"during":[43],"transient":[44],"operation":[45],"due":[46],"the":[48,123,145,171,175],"need":[49],"for":[50,93,144,157,162],"high":[51],"fidelity":[52],"models.":[54],"Development":[55],"simple,":[58],"yet":[59],"accurate":[60],"control-oriented":[61],"model":[63,92,103,140,149,178],"from":[64],"physical":[65],"laws":[66],"consuming":[69],"often":[71],"requires":[72],"substantial":[73],"calibrations.":[74],"To":[75],"overcome":[76],"these":[77],"challenges,":[78],"data-driven":[79,88,176],"models":[80],"can":[81,179],"be":[82],"developed.":[83,98],"In":[84],"this":[85],"paper,":[86],"linear":[89],"parameter-varying":[90],"(LPV)":[91],"an":[94,134],"engine":[96,136,164,195],"An":[99],"LPV":[100,177],"state":[101],"space":[102],"identified":[105],"predict":[107],"phasing":[110],"as":[111],"function":[113],"multiple":[115],"variables.":[118],"The":[119,138,166],"results":[120,168],"show":[121,169],"that":[122,170],"proposed":[124],"method":[125],"provides":[126],"fast":[128],"reliable":[130],"route":[131],"identify":[133],"model.":[137],"developed":[139],"then":[142],"used":[143],"design":[146],"predictive":[150],"controller":[151],"(MPC)":[152],"crank":[155,187],"angle":[156,188],"50%":[158],"fuel":[159],"burnt":[160],"(CA50)":[161],"varying":[163],"conditions.":[165],"experimental":[167],"designed":[172],"MPC":[173],"track":[180],"desired":[181],"CA50":[182],"less":[184],"than":[185],"1":[186],"degree":[189],"(CAD)":[190],"error":[191],"against":[192],"changes":[193],"in":[194],"load.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
