{"id":"https://openalex.org/W2245586373","doi":"https://doi.org/10.1109/isgt-asia.2015.7387165","title":"Real-time scheduling of time-shiftable loads in smart grid with dynamic pricing and photovoltaic power generation","display_name":"Real-time scheduling of time-shiftable loads in smart grid with dynamic pricing and photovoltaic power generation","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2245586373","doi":"https://doi.org/10.1109/isgt-asia.2015.7387165","mag":"2245586373"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-asia.2015.7387165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-asia.2015.7387165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA)","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/A5028038993","display_name":"Congmiao Li","orcid":"https://orcid.org/0000-0003-2969-4125"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Congmiao Li","raw_affiliation_strings":["Solar Energy Research Institute of Singapore, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Solar Energy Research Institute of Singapore, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016960268","display_name":"Dipti Srinivasan","orcid":"https://orcid.org/0000-0003-4877-3478"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dipti Srinivasan","raw_affiliation_strings":["Solar Energy Research Institute of Singapore, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Solar Energy Research Institute of Singapore, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087848751","display_name":"Thomas Reindl","orcid":"https://orcid.org/0000-0001-6011-3638"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thomas Reindl","raw_affiliation_strings":["Solar Energy Research Institute of Singapore, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Solar Energy Research Institute of Singapore, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028038993"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.1973,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.60139927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9836999773979187,"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/renewable-energy","display_name":"Renewable energy","score":0.7193619012832642},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.693166971206665},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6325878500938416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6113051176071167},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5811688899993896},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.536249577999115},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.506650984287262},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.49249467253685},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4776100814342499},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.47004619240760803},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.46758103370666504},{"id":"https://openalex.org/keywords/grid-parity","display_name":"Grid parity","score":0.45224958658218384},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.43757376074790955},{"id":"https://openalex.org/keywords/electricity-pricing","display_name":"Electricity pricing","score":0.4345039427280426},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.39981919527053833},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.38329410552978516},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3546096384525299},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.29272186756134033},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19755220413208008},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1486777663230896},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1484050452709198},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1306043267250061},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.12635871767997742},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07267558574676514}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7193619012832642},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.693166971206665},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6325878500938416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6113051176071167},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5811688899993896},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.536249577999115},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.506650984287262},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.49249467253685},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4776100814342499},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.47004619240760803},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.46758103370666504},{"id":"https://openalex.org/C186503672","wikidata":"https://www.wikidata.org/wiki/Q761847","display_name":"Grid parity","level":4,"score":0.45224958658218384},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.43757376074790955},{"id":"https://openalex.org/C2779280359","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity pricing","level":4,"score":0.4345039427280426},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.39981919527053833},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.38329410552978516},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3546096384525299},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.29272186756134033},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19755220413208008},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1486777663230896},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1484050452709198},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1306043267250061},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.12635871767997742},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07267558574676514},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-asia.2015.7387165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-asia.2015.7387165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W124831065","https://openalex.org/W1965419024","https://openalex.org/W1967346783","https://openalex.org/W1967944852","https://openalex.org/W1984560471","https://openalex.org/W1992206756","https://openalex.org/W1997239979","https://openalex.org/W1999688255","https://openalex.org/W2004853291","https://openalex.org/W2009878557","https://openalex.org/W2015690856","https://openalex.org/W2021689699","https://openalex.org/W2023409181","https://openalex.org/W2025904793","https://openalex.org/W2036001459","https://openalex.org/W2046912083","https://openalex.org/W2078794010","https://openalex.org/W2160519188","https://openalex.org/W6605120188","https://openalex.org/W6649542086"],"related_works":["https://openalex.org/W3014066038","https://openalex.org/W2946986200","https://openalex.org/W2741786689","https://openalex.org/W1970407448","https://openalex.org/W1982846429","https://openalex.org/W2990774777","https://openalex.org/W2523903522","https://openalex.org/W2057315382","https://openalex.org/W2919649661","https://openalex.org/W3210550297"],"abstract_inverted_index":{"Time-shiftable":[0],"loads,":[1,6],"also":[2,42],"known":[3],"as":[4,8],"deferrable":[5,85],"such":[7],"charging":[9],"of":[10,36,46,62,84,137],"electric":[11],"vehicles,":[12],"washing":[13],"machines,":[14],"dryers,":[15],"are":[16,71],"able":[17],"to":[18,28,53,126,133],"provide":[19],"scheduling":[20,69],"flexibility":[21],"for":[22],"demand":[23,99,128],"response.":[24],"This":[25],"can":[26,41],"help":[27],"reduce":[29],"the":[30,34,54,98,107,135],"energy":[31],"cost":[32],"under":[33],"condition":[35],"dynamic":[37],"electricity":[38,63,118],"pricing.":[39],"It":[40],"facilitate":[43],"deeper":[44,142],"integration":[45],"renewable":[47,130,144],"generation":[48,131],"by":[49],"absorbing":[50],"variability.":[51],"According":[52],"environmental":[55],"conditions":[56],"and":[57,73,87,129,146],"real":[58],"time":[59],"market":[60],"price":[61],"in":[64,75,97,113,117,141],"Singapore,":[65],"two":[66],"real-time":[67],"price-based":[68],"algorithms":[70,109],"proposed":[72,108],"studied":[74],"this":[76],"paper.":[77],"Simulations":[78],"were":[79],"conducted":[80],"with":[81,91],"different":[82],"percentages":[83],"loads":[86],"solar":[88],"penetration":[89,145],"levels,":[90],"about":[92],"1":[93],"million":[94],"devices":[95],"participating":[96],"side":[100],"management":[101],"program.":[102],"The":[103,121],"results":[104],"show":[105],"that":[106],"schedule":[110],"tasks":[111],"resulting":[112],"a":[114],"significant":[115],"reduction":[116],"bill":[119],"cost.":[120],"algorithm":[122],"was":[123],"further":[124],"modified":[125],"include":[127],"forecasts":[132],"mitigate":[134],"problem":[136],"variability,":[138],"which":[139],"resulted":[140],"possible":[143],"better":[147],"system":[148],"stability.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
