{"id":"https://openalex.org/W4226354187","doi":"https://doi.org/10.1109/mits.2022.3153491","title":"A Data-Driven Intelligent Energy Efficiency Management System for Ships","display_name":"A Data-Driven Intelligent Energy Efficiency Management System for Ships","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4226354187","doi":"https://doi.org/10.1109/mits.2022.3153491"},"language":"en","primary_location":{"id":"doi:10.1109/mits.2022.3153491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mits.2022.3153491","pdf_url":null,"source":{"id":"https://openalex.org/S131000621","display_name":"IEEE Intelligent Transportation Systems Magazine","issn_l":"1939-1390","issn":["1939-1390","1941-1197"],"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 Intelligent Transportation Systems Magazine","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/A5100685074","display_name":"Xiangming Zeng","orcid":"https://orcid.org/0000-0002-8755-1811"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangming Zeng","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101538376","display_name":"Mingzhi Chen","orcid":"https://orcid.org/0000-0003-3240-909X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhi Chen","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3240-909X","affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427007","display_name":"Hongfei Li","orcid":"https://orcid.org/0000-0001-7760-8530"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Li","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025744582","display_name":"Xianhua Wu","orcid":"https://orcid.org/0000-0001-6659-2262"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianhua Wu","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7314,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81911833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"270","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"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/T14156","display_name":"Engineering Applied Research","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.6902912259101868},{"id":"https://openalex.org/keywords/engine-power","display_name":"Engine power","score":0.6022299528121948},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5473554134368896},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5438263416290283},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5372832417488098},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.472832053899765},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.453792005777359},{"id":"https://openalex.org/keywords/engine-room","display_name":"Engine room","score":0.4438539445400238},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4403468072414398},{"id":"https://openalex.org/keywords/trim","display_name":"Trim","score":0.4335689842700958},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.412134051322937},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3447118401527405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32861635088920593},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32785531878471375},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12238308787345886}],"concepts":[{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.6902912259101868},{"id":"https://openalex.org/C2779876931","wikidata":"https://www.wikidata.org/wiki/Q18206829","display_name":"Engine power","level":3,"score":0.6022299528121948},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5473554134368896},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5438263416290283},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5372832417488098},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.472832053899765},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.453792005777359},{"id":"https://openalex.org/C2776439729","wikidata":"https://www.wikidata.org/wiki/Q1415781","display_name":"Engine room","level":2,"score":0.4438539445400238},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4403468072414398},{"id":"https://openalex.org/C88611116","wikidata":"https://www.wikidata.org/wiki/Q957004","display_name":"Trim","level":2,"score":0.4335689842700958},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.412134051322937},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3447118401527405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32861635088920593},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32785531878471375},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12238308787345886},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mits.2022.3153491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mits.2022.3153491","pdf_url":null,"source":{"id":"https://openalex.org/S131000621","display_name":"IEEE Intelligent Transportation Systems Magazine","issn_l":"1939-1390","issn":["1939-1390","1941-1197"],"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 Intelligent Transportation Systems Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G281060261","display_name":null,"funder_award_id":"52001195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5088410105","display_name":null,"funder_award_id":"52171313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7223161866","display_name":null,"funder_award_id":"19ZR1422600","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G97621961","display_name":null,"funder_award_id":"U2006228","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1594031697","https://openalex.org/W1973860536","https://openalex.org/W1975513190","https://openalex.org/W1985235026","https://openalex.org/W1994932064","https://openalex.org/W2043744672","https://openalex.org/W2056132907","https://openalex.org/W2063978378","https://openalex.org/W2091632079","https://openalex.org/W2101927907","https://openalex.org/W2113242816","https://openalex.org/W2295598076","https://openalex.org/W2322912969","https://openalex.org/W2340855023","https://openalex.org/W2483561021","https://openalex.org/W2511759311","https://openalex.org/W2537315571","https://openalex.org/W2548218492","https://openalex.org/W2563022518","https://openalex.org/W2600791653","https://openalex.org/W2611823526","https://openalex.org/W2756688990","https://openalex.org/W2766830746","https://openalex.org/W2802927820","https://openalex.org/W2807041002","https://openalex.org/W2884745705","https://openalex.org/W2887015035","https://openalex.org/W2892312303","https://openalex.org/W2896138087","https://openalex.org/W2899643445","https://openalex.org/W2947094563","https://openalex.org/W2951547513","https://openalex.org/W2953174038","https://openalex.org/W2968063164","https://openalex.org/W2970948886","https://openalex.org/W2991613924","https://openalex.org/W3019708113","https://openalex.org/W3089916988","https://openalex.org/W3093933922","https://openalex.org/W3107072925","https://openalex.org/W3112047298","https://openalex.org/W3131416849","https://openalex.org/W3149657794","https://openalex.org/W3155905652","https://openalex.org/W3156473400","https://openalex.org/W3190914794","https://openalex.org/W3196959636","https://openalex.org/W3210315576","https://openalex.org/W4212883601","https://openalex.org/W4234698323","https://openalex.org/W4253849230","https://openalex.org/W6678557583"],"related_works":["https://openalex.org/W572715804","https://openalex.org/W2330210323","https://openalex.org/W2328351540","https://openalex.org/W2168799838","https://openalex.org/W2137301485","https://openalex.org/W3091235289","https://openalex.org/W2393425211","https://openalex.org/W4311835229","https://openalex.org/W1524903279","https://openalex.org/W2903955807"],"abstract_inverted_index":{"Shipping":[0],"carries":[1],"most":[2],"of":[3,13,74,120],"the":[4,10,16,54,71,75,88,106,118,121,167],"cargo":[5],"in":[6,27,173],"international":[7],"trade,":[8],"with":[9],"fuel":[11,26,111],"cost":[12],"ships":[14],"is":[15,40,53,62,92,128,147,150],"major":[17],"expense.":[18],"Much":[19],"attention":[20],"has":[21],"been":[22],"paid":[23],"to":[24,31,42,46,64,94,152,164,181],"saving":[25],"ship":[28,47,154,162,171],"operation.":[29],"First,":[30],"save":[32,182],"fuel,":[33],"an":[34,82],"intelligent":[35],"energy":[36,48,72,125,183],"efficiency":[37,73,126],"management":[38],"system":[39,159],"developed":[41],"collect":[43],"data":[44],"related":[45],"efficiency.":[49],"The":[50,103],"main":[51,76,168],"engine":[52,107,169],"primary":[55],"fuel-consuming":[56],"equipment":[57],"on":[58,70,99,124,144],"a":[59,67,96,138],"ship.":[60],"It":[61],"important":[63],"carry":[65],"out":[66],"comprehensive":[68],"evaluation":[69],"engine.":[77],"To":[78],"achieve":[79],"this":[80,136,158],"goal,":[81],"ensemble":[83],"machine":[84],"learning":[85],"approach":[86],"combining":[87],"physics-based":[89],"empirical":[90],"model":[91],"used":[93],"perform":[95],"regression":[97,146],"analysis":[98],"two":[100],"different":[101],"indicators.":[102],"indicators":[104,127],"include":[105],"shaft":[108],"power":[109],"and":[110,130,170,177],"consumption":[112],"rate":[113],"per":[114],"unit":[115],"time.":[116],"Second,":[117],"influence":[119],"input":[122],"features":[123],"analyzed,":[129],"some":[131],"conclusions":[132],"are":[133,172],"drawn.":[134],"On":[135],"basis,":[137],"novel":[139],"trim":[140],"optimization":[141],"method":[142],"based":[143],"piecewise":[145],"suggested,":[148],"which":[149],"helpful":[151],"reduce":[153],"resistance.":[155],"In":[156],"conclusion,":[157],"can":[160],"help":[161],"operators":[163],"judge":[165],"whether":[166],"good":[174],"working":[175],"condition":[176],"take":[178],"appropriate":[179],"measures":[180],"for":[184],"ships.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
