{"id":"https://openalex.org/W2889467833","doi":"https://doi.org/10.1109/iwcmc.2018.8450317","title":"Exploiting heuristic techniques for efficient energy management system in smart grid","display_name":"Exploiting heuristic techniques for efficient energy management system in smart grid","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2889467833","doi":"https://doi.org/10.1109/iwcmc.2018.8450317","mag":"2889467833"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc.2018.8450317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2018.8450317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Wireless Communications &amp; Mobile Computing Conference (IWCMC)","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/A5103785010","display_name":"Muhammad Hassan Rahim","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Hassan Rahim","raw_affiliation_strings":["COMSATS Institute of Information Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055380996","display_name":"Nadeem Javaid","orcid":"https://orcid.org/0000-0003-3777-8249"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadeem Javaid","raw_affiliation_strings":["COMSATS Institute of Information Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090867790","display_name":"Sundas Shafiq","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sundas Shafiq","raw_affiliation_strings":["COMSATS Institute of Information Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102005451","display_name":"Muhammad Iqbal","orcid":"https://orcid.org/0000-0002-8691-094X"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Nadeem Iqbal","raw_affiliation_strings":["COMSATS Institute of Information Technology, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054572084","display_name":"Muhammad Khalid","orcid":"https://orcid.org/0000-0002-2674-2489"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Umair Khalid","raw_affiliation_strings":["COMSATS Institute of Information Technology, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061550958","display_name":"Ubed Ullah Memon","orcid":null},"institutions":[{"id":"https://openalex.org/I29698356","display_name":"HITEC University","ror":"https://ror.org/013d87239","country_code":"PK","type":"education","lineage":["https://openalex.org/I29698356"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ubed Ullah Memon","raw_affiliation_strings":["HITEC University, Taxila, Pakistan"],"affiliations":[{"raw_affiliation_string":"HITEC University, Taxila, Pakistan","institution_ids":["https://openalex.org/I29698356"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103785010"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":0.3863,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63121656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"54","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T12546","display_name":"Smart Parking Systems Research","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11954","display_name":"Energy Efficiency and Management","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904280185699463},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5435587763786316},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5376869440078735},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.533096969127655},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.5132479667663574},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.49591264128685},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4811062216758728},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4551744759082794},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.424650102853775},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.4190801978111267},{"id":"https://openalex.org/keywords/profit-maximization","display_name":"Profit maximization","score":0.4182552695274353},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"Cost reduction","score":0.41412419080734253},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.383715957403183},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26846301555633545},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.24220511317253113},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.22036030888557434},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.15469735860824585},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14965838193893433},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11044418811798096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10361343622207642},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.0962253212928772}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904280185699463},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5435587763786316},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5376869440078735},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.533096969127655},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.5132479667663574},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.49591264128685},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4811062216758728},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4551744759082794},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.424650102853775},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.4190801978111267},{"id":"https://openalex.org/C2777780509","wikidata":"https://www.wikidata.org/wiki/Q1377422","display_name":"Profit maximization","level":3,"score":0.4182552695274353},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.41412419080734253},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.383715957403183},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26846301555633545},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.24220511317253113},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.22036030888557434},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.15469735860824585},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14965838193893433},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11044418811798096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10361343622207642},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0962253212928772},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc.2018.8450317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2018.8450317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Wireless Communications &amp; Mobile Computing Conference (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1561810567","https://openalex.org/W1873571028","https://openalex.org/W2024998154","https://openalex.org/W2038872716","https://openalex.org/W2065939205","https://openalex.org/W2171920499","https://openalex.org/W2425286272","https://openalex.org/W2541451878","https://openalex.org/W2606833567","https://openalex.org/W2783175590","https://openalex.org/W6685075150"],"related_works":["https://openalex.org/W1978568284","https://openalex.org/W2102833174","https://openalex.org/W2753354457","https://openalex.org/W2742451303","https://openalex.org/W2329556607","https://openalex.org/W3013665388","https://openalex.org/W2905415873","https://openalex.org/W4220814209","https://openalex.org/W2901222946","https://openalex.org/W2548554710"],"abstract_inverted_index":{"In":[0,33,64],"this":[1],"paper,":[2],"a":[3,86,164],"demand":[4],"side":[5],"management":[6],"(DSM)":[7],"scheme":[8,19,199],"is":[9,96,118,143,180],"used":[10,144],"to":[11,23,54,113,132,135,145,154,157],"make":[12,146],"the":[13,21,25,31,40,45,65,68,100,121,130,136,147,152,158,183,194,197],"energy":[14,26],"utilization":[15,27,204],"efficient.":[16],"The":[17,42,106,160,178],"DSM":[18,47],"encourages":[20],"consumer":[22,35,62,209],"change":[24],"patterns":[28],"which":[29,98,117],"benefit":[30],"utility.":[32,41],"return,":[34],"gets":[36],"some":[37],"incentives":[38,134],"from":[39,120],"objectives":[43],"of":[44,61,102,139,196,202],"proposed":[46,66,97,198],"system":[48,148],"include:":[49],"electricity":[50,125,203],"bill":[51],"reduction,":[52,207],"peak":[53],"average":[55],"ratio":[56],"(PAR)":[57],"minimization,":[58],"and":[59,79,115,150,208],"maximization":[60],"comfort.":[63],"system,":[67],"electrical":[69,184],"devices":[70,185],"are":[71,127],"scheduled":[72],"by":[73,129,186],"using":[74,187],"elephant":[75,92],"herding":[76],"optimization":[77],"(EHO)":[78],"adaptive":[80,93],"cuckoo":[81,94],"search":[82],"(ACS)":[83],"algorithms.":[84,105],"Moreover,":[85],"new":[87],"algorithm":[88],"named":[89],"as":[90,111,171,173],"hybrid":[91],"(HEAC)":[95],"uses":[99],"features":[101],"both":[103],"former":[104],"HEAC":[107],"shows":[108],"better":[109],"performance":[110],"compared":[112],"EHO":[114],"ACS":[116],"evident":[119],"simulation":[122],"results.":[123],"Different":[124],"tariffs":[126],"introduced":[128],"utility":[131],"provide":[133],"consumers.":[137],"Time":[138],"use":[140],"(ToU)":[141],"tariff":[142],"effective":[149],"enables":[151],"consumers":[153],"act":[155],"according":[156],"environment.":[159],"coordination":[161,179],"can":[162],"play":[163],"very":[165],"important":[166],"role":[167],"in":[168,174,200],"cost":[169],"reduction":[170],"well":[172],"user":[175],"comfort":[176,210],"maximization.":[177,211],"incorporated":[181],"among":[182],"dynamic":[188],"programming":[189],"(DP).":[190],"Simulation":[191],"results":[192],"show":[193],"effectiveness":[195],"terms":[201],"cost,":[205],"PAR":[206]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
