{"id":"https://openalex.org/W2937590128","doi":"https://doi.org/10.1109/ccis.2018.8691137","title":"Improvement and Parallel Implementation of EKF Battery Algorithm Based on the Spark Streaming","display_name":"Improvement and Parallel Implementation of EKF Battery Algorithm Based on the Spark Streaming","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2937590128","doi":"https://doi.org/10.1109/ccis.2018.8691137","mag":"2937590128"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","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/A5076144478","display_name":"Zitong Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zitong Qi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing 100876, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046425983","display_name":"Zhengqiu Yang","orcid":"https://orcid.org/0000-0001-7128-7166"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengqiu Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing 100876, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322155","display_name":"Chen Liu","orcid":"https://orcid.org/0000-0002-3719-0421"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Liu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing 100876, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048176514","display_name":"Jiapeng Xiu","orcid":"https://orcid.org/0009-0004-1249-2337"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapeng Xiu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing 100876, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076144478"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24728888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"824","last_page":"829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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":1.0,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9821000099182129,"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"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9724000096321106,"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/spark","display_name":"SPARK (programming language)","score":0.7542771100997925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.749824047088623},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.6887649297714233},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5564129948616028},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5333274602890015},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5163611173629761},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.47176530957221985},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.3693912923336029},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35899579524993896},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.34855809807777405},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.22083041071891785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12878042459487915}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7542771100997925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749824047088623},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.6887649297714233},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5564129948616028},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5333274602890015},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5163611173629761},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.47176530957221985},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.3693912923336029},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35899579524993896},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.34855809807777405},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.22083041071891785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12878042459487915},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2018.8691137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6000000238418579,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1977520209","https://openalex.org/W2008659619","https://openalex.org/W2040928767","https://openalex.org/W2077932340","https://openalex.org/W2151922908","https://openalex.org/W2161138491"],"related_works":["https://openalex.org/W2547988666","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W1993122764","https://openalex.org/W2140212917","https://openalex.org/W3187858031","https://openalex.org/W2134843002","https://openalex.org/W2006965721","https://openalex.org/W1995049232","https://openalex.org/W2134639127"],"abstract_inverted_index":{"Battery":[0],"management":[1],"system":[2,6,16],"(BMS)":[3],"is":[4,43,114,131,191],"a":[5,84],"for":[7,47],"the":[8,19,51,58,63,68,75,90,101,104,119,127,141,148,161,171,178,181,188,194],"power":[9,13,59],"balance":[10],"control":[11,57],"of":[12,22,29,44,60,65,77,93,100,144,151,174,180],"systems.":[14],"This":[15],"relies":[17],"on":[18,83,106,118],"real-time":[20,91,122],"grasp":[21,50],"important":[23],"parameters":[24],"such":[25],"as":[26],"SOC":[27],"(State":[28],"Charge),":[30],"polarization":[31],"resistance":[32],"and":[33,55,79,87,136,140,147,176],"OCV":[34],"by":[35,133],"EKF":[36,70,107,128,196],"(extended":[37],"Kalman":[38],"filter)":[39],"battery":[40,71,108,129,197],"algorithm.":[41,182],"It":[42],"great":[45],"significance":[46],"drivers":[48],"to":[49,56,193],"follow-up":[52],"mileage":[53],"reasonably":[54],"BMS.":[61],"With":[62],"generation":[64],"massive":[66],"data,":[67],"traditional":[69,195],"algorithm":[72,109,130,146,190,198],"will":[73],"encounter":[74],"bottleneck":[76],"time":[78],"space":[80],"when":[81],"running":[82],"single":[85],"machine":[86],"cannot":[88],"meet":[89],"requirements":[92],"streaming":[94,123,201],"big":[95],"data":[96,112,124,175],"processing.":[97],"In":[98],"view":[99],"above":[102],"problems,":[103],"research":[105],"under":[110],"large-scale":[111,200],"sets":[113],"carried":[115],"out.":[116],"Based":[117],"Spark":[120],"Streaming":[121],"processing":[125],"framework,":[126],"improved":[132],"setting":[134],"batches":[135],"performing":[137],"stateful":[138],"operations,":[139],"distributed":[142],"calculation":[143],"this":[145],"dynamic":[149],"allocation":[150],"computing":[152],"resources":[153],"are":[154,163],"realized.":[155],"The":[156,183],"intermediate":[157],"results":[158,185],"generated":[159],"during":[160],"operation":[162],"all":[164],"stored":[165],"in":[166,199],"memory,":[167],"thus":[168],"effectively":[169],"reducing":[170],"I/O":[172],"consumption":[173],"improving":[177],"efficiency":[179],"experimental":[184],"show":[186],"that":[187],"optimized":[189],"superior":[192],"data.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
