{"id":"https://openalex.org/W4414856520","doi":"https://doi.org/10.1109/tce.2025.3618081","title":"Integrated Energy Forecasting and Blockchain-Based Trading Using Hybrid LSTM and HHO for Distributed Consumer Systems","display_name":"Integrated Energy Forecasting and Blockchain-Based Trading Using Hybrid LSTM and HHO for Distributed Consumer Systems","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W4414856520","doi":"https://doi.org/10.1109/tce.2025.3618081"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3618081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3618081","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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":null,"display_name":"Dongyan Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyan Feng","raw_affiliation_strings":["Department of Artificial Intelligence, Shanxi Polytechnic College, Taiyuan, China","Department of Artificial Intelligence, ShanXi Polytechnic College, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Shanxi Polytechnic College, Taiyuan, China","institution_ids":[]},{"raw_affiliation_string":"Department of Artificial Intelligence, ShanXi Polytechnic College, China","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jian Zhang","orcid":"https://orcid.org/0009-0004-7231-3097"},"institutions":[{"id":"https://openalex.org/I4210101171","display_name":"Zhejiang Industry Polytechnic College","ror":"https://ror.org/0192j7z55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210101171"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Department of Computer Engineering, Shanxi Polytechnic College, Taiyuan, China","Department of Computer Engineering, ShanXi Polytechnic College, China"],"raw_orcid":"https://orcid.org/0009-0004-7231-3097","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Shanxi Polytechnic College, Taiyuan, China","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Engineering, ShanXi Polytechnic College, China","institution_ids":["https://openalex.org/I4210101171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68349927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"71","issue":"4","first_page":"9671","last_page":"9678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9836000204086304,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9836000204086304,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9103999733924866,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7394999861717224},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5792999863624573},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5116999745368958},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.4894999861717224},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4415000081062317},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4374000132083893},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.38190001249313354},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.34610000252723694}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7394999861717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919000148773193},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5792999863624573},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5116999745368958},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.4894999861717224},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4415000081062317},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4374000132083893},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4300999939441681},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.38359999656677246},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.353300005197525},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.34610000252723694},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.3447999954223633},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.32850000262260437},{"id":"https://openalex.org/C98965940","wikidata":"https://www.wikidata.org/wiki/Q877496","display_name":"Transaction cost","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.275299996137619},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2732999920845032},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.26589998602867126},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2651999890804291},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2648000121116638},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C131562839","wikidata":"https://www.wikidata.org/wiki/Q1574928","display_name":"Trading strategy","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3618081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3618081","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2088597453","https://openalex.org/W2751179194","https://openalex.org/W2772287189","https://openalex.org/W2899359367","https://openalex.org/W2945110753","https://openalex.org/W2947972344","https://openalex.org/W2963129815","https://openalex.org/W2989738037","https://openalex.org/W2994696545","https://openalex.org/W3000226457","https://openalex.org/W3102879358","https://openalex.org/W3112957810","https://openalex.org/W3190151554","https://openalex.org/W4292787714","https://openalex.org/W4360602926","https://openalex.org/W4383101929","https://openalex.org/W4388116084","https://openalex.org/W4388966693","https://openalex.org/W4391851570","https://openalex.org/W4392943071","https://openalex.org/W4399800794","https://openalex.org/W4401053105","https://openalex.org/W4401610840","https://openalex.org/W4405740810","https://openalex.org/W4411922641"],"related_works":[],"abstract_inverted_index":{"This":[0,167],"paper":[1,168],"explores":[2],"an":[3,24],"innovative":[4],"approach":[5],"to":[6,44,60,66,104,128],"energy":[7,13,36,95,116,132,153,161,174],"demand":[8,37],"forecasting":[9,57],"and":[10,19,39,48,86,112,134,141,163,181],"optimization":[11],"in":[12,93,152],"trading":[14,46,96],"using":[15],"advanced":[16],"machine":[17],"learning":[18],"blockchain":[20],"technology.":[21],"We":[22],"introduce":[23],"integrated":[25],"framework":[26],"that":[27,121,158,176],"utilizes":[28],"Long":[29],"Short-Term":[30],"Memory":[31],"(LSTM)":[32],"networks":[33],"for":[34,115,131,172],"accurate":[35],"prediction":[38],"Harris":[40],"Hawk":[41],"Optimization":[42],"(HHO)":[43],"optimize":[45],"strategies":[47],"smart":[49,100],"contract":[50],"execution.":[51],"The":[52,71,118,143],"LSTM":[53],"model":[54],"demonstrated":[55],"superior":[56],"accuracy":[58],"compared":[59],"traditional":[61],"models,":[62],"mitigating":[63],"issues":[64],"related":[65],"complex,":[67],"non-linear":[68],"time-series":[69],"data.":[70],"application":[72],"of":[73,146],"HHO":[74],"significantly":[75],"improved":[76],"the":[77,90,170],"performance":[78],"metrics,":[79],"such":[80],"as":[81],"cost":[82,129],"reduction,":[83],"operational":[84],"efficiency,":[85],"transaction":[87],"speed,":[88],"demonstrating":[89],"algorithm\u2019s":[91],"effectiveness":[92],"enhancing":[94],"strategies.":[97],"Additionally,":[98],"blockchain-based":[99],"contracts":[101],"were":[102],"employed":[103],"execute":[105],"these":[106],"optimized":[107],"strategies,":[108],"providing":[109],"a":[110],"transparent":[111],"secure":[113],"environment":[114],"transactions.":[117],"findings":[119],"show":[120],"this":[122,147],"combined":[123],"system":[124,139],"not":[125],"only":[126],"leads":[127],"savings":[130],"providers":[133],"consumers":[135],"but":[136],"also":[137],"enhances":[138],"scalability":[140],"reliability.":[142],"broader":[144],"impact":[145],"work":[148],"includes":[149],"promoting":[150],"sustainability":[151],"markets":[154],"through":[155],"decentralized":[156],"solutions":[157],"support":[159],"renewable":[160],"integration":[162],"lower":[164],"carbon":[165],"emissions.":[166],"lays":[169],"groundwork":[171],"future":[173],"systems":[175],"are":[177],"more":[178],"efficient,":[179],"cost-effective,":[180],"environmentally":[182],"responsible.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
