{"id":"https://openalex.org/W2074254907","doi":"https://doi.org/10.1155/2011/326763","title":"Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission","display_name":"Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2074254907","doi":"https://doi.org/10.1155/2011/326763","mag":"2074254907"},"language":"en","primary_location":{"id":"doi:10.1155/2011/326763","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/326763","pdf_url":"https://downloads.hindawi.com/journals/afs/2011/326763.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/afs/2011/326763.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089313472","display_name":"Sandeep Sachdeva","orcid":"https://orcid.org/0000-0002-6642-9198"},"institutions":[{"id":"https://openalex.org/I2800157045","display_name":"NIMS University","ror":"https://ror.org/05tw0x522","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800157045"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Sachdeva","raw_affiliation_strings":["Nims University, Shobha Nagar, Jaipur, Rajasthan 303121, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nims University, Shobha Nagar, Jaipur, Rajasthan 303121, India","institution_ids":["https://openalex.org/I2800157045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007887282","display_name":"Maninder Singh","orcid":"https://orcid.org/0000-0001-8242-7160"},"institutions":[{"id":"https://openalex.org/I4210163719","display_name":"D.A.V Centenary Dental College","ror":"https://ror.org/0559vb332","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210163719"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Maninder Singh","raw_affiliation_strings":["Haryana Engineering College, Jagadhri, Yamuna Nagar, Haryana 135003, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haryana Engineering College, Jagadhri, Yamuna Nagar, Haryana 135003, India","institution_ids":["https://openalex.org/I4210163719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103042720","display_name":"Umesh Singh","orcid":"https://orcid.org/0000-0003-4859-2693"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"U. P. Singh","raw_affiliation_strings":["Seth Jai Parkash Mukand Lal Institute of Engineering and Technology (JMIT), Radaur, Haryana 135133, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seth Jai Parkash Mukand Lal Institute of Engineering and Technology (JMIT), Radaur, Haryana 135133, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073170842","display_name":"Ajat Shatru Arora","orcid":"https://orcid.org/0000-0003-4204-0150"},"institutions":[{"id":"https://openalex.org/I63568130","display_name":"Sant Longowal Institute of Engineering and Technology","ror":"https://ror.org/01n15vy71","country_code":"IN","type":"education","lineage":["https://openalex.org/I63568130"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajat Shatru Arora","raw_affiliation_strings":["Sant Longowal Institute of Engineering and Technology (SLIET), Longowal, Sangrur, Punjab 148106, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sant Longowal Institute of Engineering and Technology (SLIET), Longowal, Sangrur, Punjab 148106, India","institution_ids":["https://openalex.org/I63568130"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.2323,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64545915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2011","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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":1.0,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9980000257492065,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9754999876022339,"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/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.7126516103744507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6815264225006104},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6578117609024048},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5608641505241394},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5395340919494629},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5232778191566467},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38331663608551025},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33251845836639404},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2920317053794861},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22475707530975342},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16303470730781555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15328025817871094},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10000905394554138}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7126516103744507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815264225006104},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6578117609024048},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5608641505241394},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5395340919494629},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5232778191566467},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38331663608551025},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33251845836639404},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2920317053794861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22475707530975342},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16303470730781555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15328025817871094},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10000905394554138},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2011/326763","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/326763","pdf_url":"https://downloads.hindawi.com/journals/afs/2011/326763.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:81f616a7daec472ea06748db7f92a5a4","is_oa":true,"landing_page_url":"https://doaj.org/article/81f616a7daec472ea06748db7f92a5a4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Fuzzy Systems, Vol 2011 (2011)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2011/326763","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/326763","pdf_url":"https://downloads.hindawi.com/journals/afs/2011/326763.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2074254907.pdf","grobid_xml":"https://content.openalex.org/works/W2074254907.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W133678218","https://openalex.org/W1505587761","https://openalex.org/W1567430937","https://openalex.org/W2031937429","https://openalex.org/W2113207793","https://openalex.org/W2113527675","https://openalex.org/W2138302648","https://openalex.org/W2155239866","https://openalex.org/W2535924285","https://openalex.org/W2538879765","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W2125564215","https://openalex.org/W3097525855","https://openalex.org/W1986382998","https://openalex.org/W2517776947","https://openalex.org/W2084482193","https://openalex.org/W2550283967","https://openalex.org/W2063393180","https://openalex.org/W2310122400"],"abstract_inverted_index":{"Today,":[0],"it":[1],"is":[2,39,81,138],"very":[3],"important":[4],"for":[5,41],"developed":[6,16],"and":[7,24,110,135,146,153],"developing":[8,25],"countries":[9,17,26],"to":[10,21,32,64,140,149,160,195],"consume":[11],"electricity":[12,23],"more":[13],"efficiently.":[14],"Though":[15],"do":[18],"not":[19],"want":[20],"waste":[22,28],"cannot":[27],"electricity.":[29],"This":[30,37],"leads":[31],"the":[33,42,70,96,120,165,172,197],"concept:":[34],"load":[35,44,56,68,73,86,123],"forecasting.":[36,57],"paper":[38,80],"written":[40],"short-term":[43],"forecasting":[45,74],"on":[46,83,106,190],"daily":[47,63],"basis,":[48],"hourly,":[49],"or":[50,53],"half-hourly":[51],"basis":[52,66],"real":[54],"time":[55],"But":[58],"as":[59],"we":[60],"move":[61],"from":[62,143],"hourly":[65],"of":[67,72,78,89,98,122,167],"forecasting,":[69,124],"error":[71,121,156,198],"increases.":[75],"The":[76,101,155],"analysis":[77,102],"this":[79],"done":[82,105],"previous":[84],"year's":[85],"data":[87,142],"records":[88],"an":[90],"engineering":[91],"college":[92],"in":[93,164],"India":[94],"using":[95],"concept":[97],"fuzzy":[99,125],"methods.":[100],"has":[103,127,157],"been":[104,128,158],"Mamdani-type":[107],"membership":[108],"functions":[109],"OFDM":[111,136],"(Orthogonal":[112],"Frequency":[113,175],"Division":[114,176],"Multiplexing)":[115],"transmission":[116,137],"scheme.":[117],"To":[118],"reduce":[119,196],"method":[126],"used":[129,139,181],"with":[130,182,191],"Artificial":[131],"Neural":[132],"Network":[133],"(ANN)":[134],"get":[141],"outer":[144,150],"world":[145,151],"send":[147],"outputs":[148],"accurately":[152],"quickly.":[154],"reduced":[159],"a":[161],"considerable":[162],"level":[163],"range":[166],"2-3%.":[168],"For":[169],"further":[170],"reducing":[171],"error,":[173],"Orthogonal":[174],"Multiplexing":[177],"(OFDM)":[178],"can":[179],"be":[180],"Reed-Solomon":[183],"(RS)":[184],"encoding.":[185],"Further":[186],"studies":[187],"are":[188],"going":[189],"Fuzzy":[192],"Regression":[193],"methods":[194],"more.":[199]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}