{"id":"https://openalex.org/W3128224358","doi":"https://doi.org/10.1109/ias44978.2020.9334772","title":"Adaptive and Predictive Energy Management Strategy for Online Optimal Power Dispatch from VPPs with Renewable Energy and Energy Storage","display_name":"Adaptive and Predictive Energy Management Strategy for Online Optimal Power Dispatch from VPPs with Renewable Energy and Energy Storage","publication_year":2020,"publication_date":"2020-10-10","ids":{"openalex":"https://openalex.org/W3128224358","doi":"https://doi.org/10.1109/ias44978.2020.9334772","mag":"3128224358"},"language":"en","primary_location":{"id":"doi:10.1109/ias44978.2020.9334772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias44978.2020.9334772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Industry Applications Society Annual Meeting","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/A5062824343","display_name":"Ghulam Mohy\u2010ud\u2010din","orcid":"https://orcid.org/0000-0003-2738-9338"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"G. Mohy-ud-din","raw_affiliation_strings":["Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000829452","display_name":"Kashem M. Muttaqi","orcid":"https://orcid.org/0000-0003-2424-0722"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"K. M. Muttaqi","raw_affiliation_strings":["Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069000517","display_name":"Danny Sutanto","orcid":"https://orcid.org/0000-0002-2497-2766"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. Sutanto","raw_affiliation_strings":["Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Power Quality and Reliability Centre, School of Electrical Computer and Telecommunications Engineering, University of Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.7157,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67502272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9995999932289124,"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/T10424","display_name":"Electric Power System Optimization","score":0.9994000196456909,"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/schedule","display_name":"Schedule","score":0.6689484715461731},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6216326355934143},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5675113201141357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5587692856788635},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.532691478729248},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.5112895965576172},{"id":"https://openalex.org/keywords/tracking-error","display_name":"Tracking error","score":0.48484981060028076},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.479317307472229},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.47507184743881226},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.4130641520023346},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36639225482940674},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.36178019642829895},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.34997129440307617},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32091444730758667},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23561692237854004},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.1340911090373993}],"concepts":[{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6689484715461731},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6216326355934143},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5675113201141357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587692856788635},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.532691478729248},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.5112895965576172},{"id":"https://openalex.org/C183356978","wikidata":"https://www.wikidata.org/wiki/Q1779213","display_name":"Tracking error","level":3,"score":0.48484981060028076},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.479317307472229},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.47507184743881226},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.4130641520023346},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36639225482940674},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.36178019642829895},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34997129440307617},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32091444730758667},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23561692237854004},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.1340911090373993},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ias44978.2020.9334772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias44978.2020.9334772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Industry Applications Society Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1964585049","https://openalex.org/W1993728659","https://openalex.org/W2065283082","https://openalex.org/W2097969997","https://openalex.org/W2099896773","https://openalex.org/W2124111429","https://openalex.org/W2127925682","https://openalex.org/W2131869695","https://openalex.org/W2136774055","https://openalex.org/W2138769999","https://openalex.org/W2147094811","https://openalex.org/W2163183954","https://openalex.org/W2170831719","https://openalex.org/W2279524407","https://openalex.org/W2323778922","https://openalex.org/W2343206381","https://openalex.org/W2611168919","https://openalex.org/W2770330278","https://openalex.org/W2782092820","https://openalex.org/W2924503387","https://openalex.org/W2953921543","https://openalex.org/W2982150485","https://openalex.org/W3000015134","https://openalex.org/W4241109970","https://openalex.org/W6770145473"],"related_works":["https://openalex.org/W2749199243","https://openalex.org/W2133545517","https://openalex.org/W2352231626","https://openalex.org/W2964681094","https://openalex.org/W2577786578","https://openalex.org/W2548554710","https://openalex.org/W2896932934","https://openalex.org/W2006976067","https://openalex.org/W1984852161","https://openalex.org/W2977117508"],"abstract_inverted_index":{"Virtual":[0],"power":[1,176],"plant":[2],"(VPP)":[3],"aggregates":[4],"heterogeneous":[5],"distributed":[6],"energy":[7,42,65,145],"resources":[8,247],"through":[9],"a":[10,51,85,118,159,207,217,220,249],"cloud-based":[11],"access":[12],"control":[13,82,109],"system":[14,223],"providing":[15],"efficient":[16],"centralized":[17],"management,":[18],"visibility":[19],"and":[20,44,63,106,131,147,203,248,254],"control.":[21],"Most":[22],"of":[23,39,73,126,142,236,243],"the":[24,33,40,45,55,79,91,114,124,127,132,139,143,148,166,171,196,200,234,237,244],"operation":[25,53,72,167],"strategies":[26],"for":[27,68,90,198],"VPPs":[28,74],"are":[29],"designed":[30],"based":[31,77,110,122,182],"on":[32,78,123,183,216],"day-ahead":[34],"profiles.":[35],"However,":[36],"prediction":[37,92,120,201],"errors":[38],"renewable":[41,144],"sources":[43,146],"load":[46,149],"demands":[47],"can":[48],"lead":[49],"to":[50,88,99,137,164,194],"sub-optimal":[52],"in":[54,98,168,219,224],"dispatch":[56,177],"scheduling.":[57],"In":[58,113],"this":[59],"paper,":[60],"an":[61,69],"adaptive":[62],"predictive":[64,81],"management":[66],"strategy":[67,95,213,239],"online":[70],"optimal":[71],"is":[75,96,135,156,179,192,204,214],"proposed":[76,212,238],"model":[80,155],"technique":[83],"with":[84,170,240],"feedback":[86,108,188],"correction":[87,191],"compensate":[89],"error.":[93],"This":[94],"divided":[97],"two":[100],"sections:":[101],"a)":[102],"rolling":[103,115,152],"horizon":[104,116,153],"optimization;":[105],"b)":[107],"error":[111,185,190,202],"correction.":[112],"optimization,":[117],"hybrid":[119],"algorithm":[121],"integration":[125],"time":[128],"series":[129],"analysis":[130],"Kalman":[133],"filters":[134],"used":[136],"forecast":[138,173],"output":[140],"powers":[141],"demands.":[150],"The":[151,175,187,211,230],"optimization":[154],"implemented":[157,205,215],"as":[158,206],"mixed-integer":[160],"linear":[161,208],"program":[162,209],"(MILP)":[163],"schedule":[165,178],"accordance":[169],"latest":[172],"information.":[174],"then":[180],"adjusted":[181],"ultra-short-term":[184],"prediction.":[186],"control-based":[189],"applied":[193],"minimize":[195],"adjustments":[197],"compensating":[199],"(LP).":[210],"VPP":[218],"practical":[221],"distribution":[222],"New":[225],"South":[226],"Wales":[227],"(NSW),":[228],"Australia.":[229],"simulation":[231],"results":[232],"demonstrate":[233],"effectiveness":[235],"better":[241],"tracking":[242],"actual":[245],"available":[246],"minimal":[250],"mismatch":[251],"between":[252],"demand":[253],"supply.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}