{"id":"https://openalex.org/W4247641867","doi":"https://doi.org/10.1109/iccps.2016.7479120","title":"Towards Scalable Voltage Control in Smart Grid: A Submodular Optimization Approach","display_name":"Towards Scalable Voltage Control in Smart Grid: A Submodular Optimization Approach","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W4247641867","doi":"https://doi.org/10.1109/iccps.2016.7479120"},"language":"en","primary_location":{"id":"doi:10.1109/iccps.2016.7479120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccps.2016.7479120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS)","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/A5100449760","display_name":"Zhipeng Liu","orcid":"https://orcid.org/0000-0001-6384-3222"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhipeng Liu","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004774385","display_name":"Andrew Clark","orcid":"https://orcid.org/0000-0002-5868-6186"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Clark","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103255604","display_name":"Phillip Lee","orcid":"https://orcid.org/0000-0001-9002-9656"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phillip Lee","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003489427","display_name":"Linda Bushnell","orcid":"https://orcid.org/0000-0002-8751-2409"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda Bushnell","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014046423","display_name":"Daniel S. Kirschen","orcid":"https://orcid.org/0000-0002-6471-0285"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Kirschen","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079723268","display_name":"Radha Poovendran","orcid":"https://orcid.org/0000-0003-0269-8097"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radha Poovendran","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7441,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76995375,"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":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9997000098228455,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9997000098228455,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9980999827384949,"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":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/submodular-set-function","display_name":"Submodular set function","score":0.768569827079773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6683276891708374},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6629761457443237},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6121898889541626},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.5544617176055908},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5335633754730225},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4713926911354065},{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.46575814485549927},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.43265557289123535},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4304157495498657},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4192652404308319},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40291282534599304},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.38237497210502625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20044487714767456},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12365767359733582},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.098968505859375},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07610410451889038}],"concepts":[{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.768569827079773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6683276891708374},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6629761457443237},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6121898889541626},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.5544617176055908},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5335633754730225},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4713926911354065},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.46575814485549927},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.43265557289123535},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4304157495498657},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4192652404308319},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40291282534599304},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.38237497210502625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20044487714767456},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12365767359733582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.098968505859375},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07610410451889038},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccps.2016.7479120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccps.2016.7479120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1576820654","https://openalex.org/W1763243278","https://openalex.org/W1995741353","https://openalex.org/W2042439712","https://openalex.org/W2064933851","https://openalex.org/W2094192524","https://openalex.org/W2116544781","https://openalex.org/W2126564636","https://openalex.org/W2129579944","https://openalex.org/W2158557760","https://openalex.org/W2475766549","https://openalex.org/W2495591843","https://openalex.org/W2963300745","https://openalex.org/W2963950156","https://openalex.org/W2964133375"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W4206134051","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4383747562"],"abstract_inverted_index":{"Voltage":[0,19],"instability":[1,20,57,120],"occurs":[2],"when":[3,179],"a":[4,78,107,113,138],"power":[5,12,147,181],"system":[6,182],"is":[7,129,137],"unable":[8],"to":[9,30,35,46,111,116,153,177],"meet":[10],"reactive":[11,146],"demand":[13],"at":[14,121],"one":[15,122],"or":[16,123],"more":[17,32,124],"buses.":[18,125],"events":[21],"have":[22],"caused":[23],"several":[24],"major":[25],"out-":[26],"ages":[27],"and":[28,58,94],"promise":[29],"become":[31],"frequent":[33],"due":[34],"in-":[36],"creasing":[37],"energy":[38],"demand.":[39],"The":[40],"future":[41],"smart":[42],"grid":[43],"may":[44,96],"help":[45],"ensure":[47],"voltage":[48,56,136],"stability":[49,72],"by":[50],"enabling":[51],"rapid":[52],"detection":[53],"of":[54,60,142,145,169],"possible":[55],"implementation":[59],"corrective":[61,64],"action.":[62],"These":[63],"actions":[65],"will":[66],"only":[67],"be":[68,173],"effective":[69],"in":[70,77],"restoring":[71],"if":[73],"they":[74],"are":[75,150],"chosen":[76],"timely,":[79],"scalable":[80],"manner.":[81],"Current":[82],"techniques":[83],"for":[84],"select-":[85],"ing":[86],"control":[87,100,114,156],"actions,":[88],"however,":[89],"rely":[90],"on":[91,196],"exhaustive":[92],"search,":[93],"hence":[95],"choose":[97],"an":[98],"inefficient":[99],"strategy.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105,163],"propose":[106],"submodular":[108],"optimization":[109],"approach":[110,171],"designing":[112],"strategy":[115],"prevent":[117],"volt-":[118],"age":[119],"Our":[126],"key":[127],"insight":[128],"that":[130,149,165],"the":[131,134,143,166,180,197],"deviation":[132],"from":[133,175],"desired":[135],"super-":[139],"modular":[140],"function":[141],"set":[144],"injections":[148],"employed,":[151],"leading":[152],"computationally":[154],"efficient":[155],"algorithms":[157],"with":[158],"provable":[159],"optimality":[160,167],"guarantees.":[161],"Furthermore,":[162],"show":[164],"bound":[168],"our":[170,190],"can":[172],"improved":[174],"1/3":[176],"1/2":[178],"operates":[183],"under":[184],"heavy":[185],"loading":[186],"conditions.":[187],"We":[188],"demonstrate":[189],"framework":[191],"through":[192],"extensive":[193],"simulation":[194],"study":[195],"IEEE":[198],"30":[199],"bus":[200],"test":[201],"case.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}