{"id":"https://openalex.org/W2070125020","doi":"https://doi.org/10.1109/smartgridcomm.2014.7007715","title":"Growth in renewable generation and its effect on demand-side management","display_name":"Growth in renewable generation and its effect on demand-side management","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2070125020","doi":"https://doi.org/10.1109/smartgridcomm.2014.7007715","mag":"2070125020"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm.2014.7007715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2014.7007715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","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/A5078031046","display_name":"Jay Taneja","orcid":"https://orcid.org/0000-0001-7590-2509"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jay Taneja","raw_affiliation_strings":["IBM Research - Africa, Nairobi, Kenya","[IBM Research | Africa, Nairobi, Kenya]"],"affiliations":[{"raw_affiliation_string":"IBM Research - Africa, Nairobi, Kenya","institution_ids":[]},{"raw_affiliation_string":"[IBM Research | Africa, Nairobi, Kenya]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078031046"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2128,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60770328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"614","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.998199999332428,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9934999942779541,"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":0.7491658926010132},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.6105985641479492},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.6042741537094116},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6024024486541748},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.5818315148353577},{"id":"https://openalex.org/keywords/electricity-retailing","display_name":"Electricity retailing","score":0.5476275682449341},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5284454822540283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4835098087787628},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.45820900797843933},{"id":"https://openalex.org/keywords/stand-alone-power-system","display_name":"Stand-alone power system","score":0.42097359895706177},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3550058603286743},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.2865196466445923},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19362786412239075},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15886572003364563},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1299629807472229},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.0734454095363617}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7491658926010132},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.6105985641479492},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.6042741537094116},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6024024486541748},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.5818315148353577},{"id":"https://openalex.org/C57101690","wikidata":"https://www.wikidata.org/wiki/Q2356921","display_name":"Electricity retailing","level":4,"score":0.5476275682449341},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5284454822540283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4835098087787628},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.45820900797843933},{"id":"https://openalex.org/C104708988","wikidata":"https://www.wikidata.org/wiki/Q1664450","display_name":"Stand-alone power system","level":4,"score":0.42097359895706177},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3550058603286743},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.2865196466445923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19362786412239075},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15886572003364563},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1299629807472229},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0734454095363617},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smartgridcomm.2014.7007715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2014.7007715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.587.3274","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.587.3274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.berkeley.edu/~taneja/publications/Taneja14RenewablesDSM-final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W92608304","https://openalex.org/W1510522341","https://openalex.org/W1993693581","https://openalex.org/W2054864695","https://openalex.org/W2063110141","https://openalex.org/W2095543361","https://openalex.org/W2104718371","https://openalex.org/W3042259455","https://openalex.org/W3125121909"],"related_works":["https://openalex.org/W4379381314","https://openalex.org/W2313542464","https://openalex.org/W2185540736","https://openalex.org/W4292690651","https://openalex.org/W2111854881","https://openalex.org/W3169011374","https://openalex.org/W3200286833","https://openalex.org/W2623853989","https://openalex.org/W2325807929","https://openalex.org/W4221073473"],"abstract_inverted_index":{"The":[0,24],"push":[1],"to":[2,40,68,80,88,184,278],"incorporate":[3],"more":[4,196],"renewable":[5,76,137,197,216],"sources":[6],"of":[7,27,42,57,75,84,95,105,146,181,190,212,225,234,251,282,290],"generation":[8,91,97,138,217,223,242,258],"into":[9],"electricity":[10,30,90,106,128,149,198,236,291],"grids":[11,19,112],"is":[12,271],"forcing":[13],"a":[14,35,114,155,165,206,260,272],"sea":[15],"change":[16],"in":[17,66,132,154,256,269,292],"how":[18],"are":[20,64,98],"composed":[21],"and":[22,48,135,153,188,218],"managed.":[23],"operational":[25],"task":[26],"balancing":[28],"an":[29],"grid":[31,208,228],"has":[32],"grown":[33],"from":[34,72,130,238],"relatively":[36],"simple,":[37],"solvable":[38],"problem":[39],"one":[41],"great":[43],"complexity,":[44],"involving":[45],"widespread":[46],"prediction":[47],"coordination":[49],"backed":[50],"with":[51,108,158,214],"substantial":[52],"computational":[53],"resources.":[54],"New":[55],"types":[56],"electric":[58,294],"resources,":[59],"particularly":[60],"on":[61,101,111,123,170,193],"the":[62,70,81,102,121,124,147,179,186,210,221,226,231,249,280,288],"demand-side,":[63],"emerging":[65],"order":[67],"accommodate":[69],"fluctuations":[71],"this":[73,117,201,266],"groundswell":[74],"generation.":[77],"In":[78,116],"addition":[79],"massive":[82],"amount":[83],"capacity":[85,224],"being":[86,99],"added":[87,100],"utility":[89],"fleets,":[92],"large":[93,252],"amounts":[94],"distributed":[96,136,222],"customer":[103],"side":[104],"meters":[107],"unclear":[109],"effects":[110],"as":[113,162,164,284,286],"whole.":[115],"work,":[118],"we":[119,143,203],"assess":[120],"impact":[122],"requirements":[125],"for":[126,209,275],"demand-side":[127,191,276],"resources":[129,192],"growth":[131],"both":[133,151],"utility-scale":[134],"fleets.":[139],"To":[140],"do":[141],"this,":[142],"construct":[144],"models":[145],"California":[148,213],"grid,":[150],"now":[152],"future":[156,207,293],"scenario":[157],"50%":[159,215],"renewables":[160,283],"penetration,":[161],"well":[163,285],"model":[166],"that":[167,205],"incorporates":[168],"data":[169],"over":[171,244],"125,000":[172],"rooftop":[173],"photovoltaic":[174],"installations.":[175],"We":[176],"then":[177],"examine":[178],"context":[180],"these":[182,194],"scenarios":[183],"understand":[185],"role":[187],"range":[189],"future,":[195],"grids.":[199,295],"From":[200],"analysis,":[202],"show":[204],"state":[211],"5":[219],"times":[220],"current":[227],"would":[229,247],"reduce":[230,287],"overall":[232],"fraction":[233],"total":[235],"delivered":[237],"thermal":[239,257],"(natural":[240],"gas)":[241],"by":[243,259],"two-thirds,":[245],"but":[246],"increase":[248,268,279],"frequency":[250],"(\u00b12GW)":[253],"hourly":[254],"ramps":[255,270],"factor":[261],"larger":[262],"than":[263],"five.":[264],"Combating":[265],"enormous":[267],"prime":[273],"opportunity":[274],"management":[277],"proportion":[281],"cost":[289]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}