{"id":"https://openalex.org/W3139482035","doi":"https://doi.org/10.1109/tcst.2022.3193295","title":"Predictive Energy Management for Hybrid Electric Aircraft Propulsion Systems","display_name":"Predictive Energy Management for Hybrid Electric Aircraft Propulsion Systems","publication_year":2022,"publication_date":"2022-08-08","ids":{"openalex":"https://openalex.org/W3139482035","doi":"https://doi.org/10.1109/tcst.2022.3193295","mag":"3139482035"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2022.3193295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2022.3193295","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-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/A5024241746","display_name":"Martin Doff-Sotta","orcid":"https://orcid.org/0000-0001-6416-3026"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Martin Doff-Sotta","raw_affiliation_strings":["Department of Engineering Science, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059593338","display_name":"Mark Cannon","orcid":"https://orcid.org/0000-0003-2189-7876"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Cannon","raw_affiliation_strings":["Department of Engineering Science, University of Oxford, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080543336","display_name":"Marko Bacic","orcid":"https://orcid.org/0000-0002-2837-7032"},"institutions":[{"id":"https://openalex.org/I2802123492","display_name":"Oxford Research Group","ror":"https://ror.org/00z4w4f29","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802123492"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I866009140","display_name":"Rolls-Royce (United Kingdom)","ror":"https://ror.org/04h08p482","country_code":"GB","type":"company","lineage":["https://openalex.org/I866009140"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marko Bacic","raw_affiliation_strings":["Control Group, University of Oxford, Oxford, U.K","Rolls-Royce plc, London, U.K"],"affiliations":[{"raw_affiliation_string":"Control Group, University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I2802123492","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Rolls-Royce plc, London, U.K","institution_ids":["https://openalex.org/I866009140"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024241746"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":3.2123,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.92021885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"31","issue":"2","first_page":"602","last_page":"614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9997000098228455,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9987000226974487,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9972000122070312,"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/solver","display_name":"Solver","score":0.7190240621566772},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6948034167289734},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6403501629829407},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.588436484336853},{"id":"https://openalex.org/keywords/propulsion","display_name":"Propulsion","score":0.5878449082374573},{"id":"https://openalex.org/keywords/electric-motor","display_name":"Electric motor","score":0.5387824773788452},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4614943265914917},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.4332120716571808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4296240210533142},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.41891491413116455},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.41828659176826477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.41689634323120117},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40868255496025085},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.349639892578125},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.28284788131713867},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.17147919535636902},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1574169397354126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1501057744026184},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.13552477955818176},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12209343910217285}],"concepts":[{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.7190240621566772},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6948034167289734},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6403501629829407},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.588436484336853},{"id":"https://openalex.org/C1034443","wikidata":"https://www.wikidata.org/wiki/Q2583685","display_name":"Propulsion","level":2,"score":0.5878449082374573},{"id":"https://openalex.org/C176871988","wikidata":"https://www.wikidata.org/wiki/Q72313","display_name":"Electric motor","level":2,"score":0.5387824773788452},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4614943265914917},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4332120716571808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4296240210533142},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.41891491413116455},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.41828659176826477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41689634323120117},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40868255496025085},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.349639892578125},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.28284788131713867},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.17147919535636902},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1574169397354126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1501057744026184},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.13552477955818176},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12209343910217285},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcst.2022.3193295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2022.3193295","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:821f110e-9205-4cf6-a685-38dbd0c40857","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:821f110e-9205-4cf6-a685-38dbd0c40857","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1958952801","https://openalex.org/W1976218673","https://openalex.org/W1981523280","https://openalex.org/W2029515813","https://openalex.org/W2051505563","https://openalex.org/W2072778096","https://openalex.org/W2152690725","https://openalex.org/W2153909224","https://openalex.org/W2164278908","https://openalex.org/W2167300323","https://openalex.org/W2169251508","https://openalex.org/W2178935672","https://openalex.org/W2321328638","https://openalex.org/W2323569777","https://openalex.org/W2617536157","https://openalex.org/W2620966969","https://openalex.org/W2621493690","https://openalex.org/W2790808902","https://openalex.org/W2790826598","https://openalex.org/W2907275873","https://openalex.org/W2951581673","https://openalex.org/W2969076381","https://openalex.org/W2970569119","https://openalex.org/W2996828673","https://openalex.org/W2998407038","https://openalex.org/W3084530077","https://openalex.org/W3099277349","https://openalex.org/W3156158193","https://openalex.org/W4292363360","https://openalex.org/W4300555804","https://openalex.org/W6640725108"],"related_works":["https://openalex.org/W2107074475","https://openalex.org/W2110050003","https://openalex.org/W3155030982","https://openalex.org/W200853570","https://openalex.org/W4318606457","https://openalex.org/W2902624920","https://openalex.org/W3044167274","https://openalex.org/W3135288554","https://openalex.org/W2531590253","https://openalex.org/W2165579389"],"abstract_inverted_index":{"We":[0,107,137],"present":[1],"a":[2,34,54,77,90,130,156],"model":[3,38],"predictive":[4,91],"control":[5,94],"(MPC)":[6],"algorithm":[7,124],"for":[8,113,165],"energy":[9,92,168],"management":[10,93,169],"in":[11,46,102,153],"aircraft":[12,36,103],"with":[13,39,129,155],"hybrid":[14],"electric":[15,23,67],"propulsion":[16],"systems":[17],"consisting":[18],"of":[19,41,111,121,151],"gas":[20,48,70],"turbine":[21],"and":[22,27,44,69,83,127],"motor":[24],"components.":[25],"Series":[26],"parallel":[28],"configurations":[29],"are":[30],"considered.":[31],"By":[32],"combining":[33],"point-mass":[35],"dynamical":[37],"models":[40],"electrical":[42],"losses":[43,45],"the":[47,50,65,100,109,141,145],"turbine,":[49],"fuel":[51],"consumed":[52],"over":[53],"given":[55],"future":[56],"flight":[57],"path":[58],"is":[59,74,86,125],"minimized":[60],"subject":[61],"to":[62,88],"constraints":[63],"on":[64],"battery,":[66],"motor,":[68],"turbine.":[71],"The":[72],"optimization":[73],"formulated":[75],"as":[76],"convex":[78,133],"problem":[79],"under":[80],"mild":[81],"assumptions":[82],"its":[84],"solution":[85],"used":[87],"define":[89],"law":[95],"that":[96,140],"takes":[97],"into":[98],"account":[99],"variation":[101],"mass":[104],"during":[105],"flight.":[106],"investigate":[108],"performance":[110],"algorithms":[112],"solving":[114],"this":[115],"problem.":[116],"An":[117],"alternating":[118],"direction":[119],"method":[120],"multipliers":[122],"(ADMM)":[123],"proposed":[126],"compared":[128],"general":[131,157],"purpose":[132,158],"interior":[134],"point":[135],"solver.":[136],"also":[138],"show":[139],"ADMM":[142],"implementation":[143],"reduces":[144],"required":[146],"computation":[147],"time":[148],"by":[149],"orders":[150],"magnitude":[152],"comparison":[154],"nonlinear":[159],"programming":[160],"solver,":[161],"making":[162],"it":[163],"suitable":[164],"real-time":[166],"supervisory":[167],"control.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
