{"id":"https://openalex.org/W2904174543","doi":"https://doi.org/10.1109/iccais.2018.8570330","title":"Multivariable Composite Prediction Based on Kalman Filtering and Charging and Discharging Scheduling Strategy of Energy Storage System","display_name":"Multivariable Composite Prediction Based on Kalman Filtering and Charging and Discharging Scheduling Strategy of Energy Storage System","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2904174543","doi":"https://doi.org/10.1109/iccais.2018.8570330","mag":"2904174543"},"language":"en","primary_location":{"id":"doi:10.1109/iccais.2018.8570330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2018.8570330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5005268747","display_name":"Mingming Pan","orcid":"https://orcid.org/0009-0005-2468-5600"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Pan","raw_affiliation_strings":["China Electric power research institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Electric power research institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769043","display_name":"Xiaohui Sun","orcid":"https://orcid.org/0000-0002-9683-4215"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Sun","raw_affiliation_strings":["Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086718724","display_name":"Chenglin Wen","orcid":"https://orcid.org/0000-0003-2471-2849"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglin Wen","raw_affiliation_strings":["Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"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":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"500","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9866999983787537,"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"}},"topics":[{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9866999983787537,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9801999926567078,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9666000008583069,"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/kalman-filter","display_name":"Kalman filter","score":0.7953325510025024},{"id":"https://openalex.org/keywords/multivariable-calculus","display_name":"Multivariable calculus","score":0.6737096905708313},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.6553463339805603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6464588642120361},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.550736665725708},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.46018582582473755},{"id":"https://openalex.org/keywords/state-variable","display_name":"State variable","score":0.45828548073768616},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.41540271043777466},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36047521233558655},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3304053544998169},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3273918926715851},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30007678270339966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25086045265197754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12345659732818604}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7953325510025024},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.6737096905708313},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.6553463339805603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6464588642120361},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.550736665725708},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.46018582582473755},{"id":"https://openalex.org/C129537906","wikidata":"https://www.wikidata.org/wiki/Q7603913","display_name":"State variable","level":2,"score":0.45828548073768616},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.41540271043777466},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36047521233558655},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3304053544998169},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3273918926715851},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30007678270339966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25086045265197754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12345659732818604},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais.2018.8570330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2018.8570330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2619516334","https://openalex.org/W2761560078","https://openalex.org/W2774463184","https://openalex.org/W2790811940","https://openalex.org/W6747236912"],"related_works":["https://openalex.org/W1576377477","https://openalex.org/W2721687755","https://openalex.org/W2224575301","https://openalex.org/W418212511","https://openalex.org/W2388146630","https://openalex.org/W2086932047","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W1573859018","https://openalex.org/W2683849974"],"abstract_inverted_index":{"By":[0],"estimating":[1],"and":[2,11,49,57,65,72,103,115,130,135,154],"predicting":[3],"state":[4,21,85,113],"variables":[5,86,121,134],"of":[6,13,22,39,84,95,118,132,142,148],"the":[7,19,36,40,45,50,61,66,77,82,96,111,119,140,146,149],"distributed":[8,54],"generation":[9,47,56],"system":[10,25,42,64,69],"that":[12],"electric":[14],"load":[15],"in":[16],"real":[17],"time,":[18],"real-time":[20,127],"energy":[23],"storage":[24],"can":[26],"be":[27],"obtained,":[28],"which":[29,124],"will":[30],"provide":[31],"an":[32],"important":[33],"basis":[34],"for":[35],"dispatching":[37],"department":[38],"power":[41,46,62,67],"to":[43,126,138],"formulate":[44],"plan":[48],"transmission":[51],"plan.":[52],"In":[53],"PV":[55],"multi-load":[58],"systems,":[59],"both":[60],"supply":[63],"consumption":[68],"are":[70,122],"multi-source":[71],"non-stationary.":[73],"Firstly,":[74],"based":[75],"on":[76],"polynomial":[78],"neural":[79],"network":[80],"framework,":[81],"model":[83,97,114,117],"changing":[87],"with":[88],"time":[89],"series":[90],"is":[91,99,104,136,152],"constructed.":[92],"Further":[93],"non-stationary":[94],"above":[98],"taken":[100],"into":[101,106],"consideration":[102],"transformed":[105],"Kalman":[107],"filter":[108],"frame.":[109],"Secondly,":[110],"block":[112,128],"prediction":[116,131],"related":[120],"established,":[123],"contributes":[125],"estimation":[129],"composite":[133],"expected":[137],"overcome":[139],"shortcomings":[141],"existing":[143],"methods.":[144],"Finally,":[145],"performance":[147],"new":[150],"method":[151],"tested":[153],"verified":[155],"by":[156],"simulation.":[157]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
