{"id":"https://openalex.org/W2622358900","doi":"https://doi.org/10.1109/tsg.2017.2711921","title":"Optimal Placement of Energy Storage in Distribution Networks","display_name":"Optimal Placement of Energy Storage in Distribution Networks","publication_year":2017,"publication_date":"2017-06-05","ids":{"openalex":"https://openalex.org/W2622358900","doi":"https://doi.org/10.1109/tsg.2017.2711921","mag":"2622358900"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2711921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2711921","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-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/A5087492658","display_name":"Yujie Tang","orcid":"https://orcid.org/0000-0002-4921-8372"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujie Tang","raw_affiliation_strings":["Electrical Engineering Department, California Institute of Technology, Pasadena, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4921-8372","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069455858","display_name":"Steven H. Low","orcid":"https://orcid.org/0000-0001-6476-3048"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven H. Low","raw_affiliation_strings":["Computing and Mathematical Sciences Department, California Institute of Technology, Pasadena, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Mathematical Sciences Department, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122411786"],"apc_list":null,"apc_paid":null,"fwci":3.0284,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.91761296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"6","first_page":"3094","last_page":"3103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","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/T10454","display_name":"Optimal Power Flow Distribution","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/T10223","display_name":"Microgrid Control and Optimization","score":0.9898999929428101,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9833999872207642,"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/energy-storage","display_name":"Energy storage","score":0.6475224494934082},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5913884043693542},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5432220697402954},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5178483128547668},{"id":"https://openalex.org/keywords/storage-model","display_name":"Storage model","score":0.4881506562232971},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.48733362555503845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4800756573677063},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4799940288066864},{"id":"https://openalex.org/keywords/storage-efficiency","display_name":"Storage efficiency","score":0.44858360290527344},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4183439016342163},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3238884210586548},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2680635154247284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23447376489639282},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2119472324848175},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14913088083267212},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.09486281871795654},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08242970705032349}],"concepts":[{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.6475224494934082},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5913884043693542},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5432220697402954},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5178483128547668},{"id":"https://openalex.org/C2779659223","wikidata":"https://www.wikidata.org/wiki/Q7619926","display_name":"Storage model","level":2,"score":0.4881506562232971},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.48733362555503845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4800756573677063},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4799940288066864},{"id":"https://openalex.org/C121838778","wikidata":"https://www.wikidata.org/wiki/Q7619924","display_name":"Storage efficiency","level":2,"score":0.44858360290527344},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4183439016342163},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3238884210586548},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2680635154247284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23447376489639282},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2119472324848175},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14913088083267212},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.09486281871795654},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08242970705032349},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsg.2017.2711921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2711921","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},{"id":"pmh:oai:authors.library.caltech.edu:78177","is_oa":false,"landing_page_url":"https://authors.library.caltech.edu/78177/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G1150515854","display_name":null,"funder_award_id":"CNS 1545096","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G2379327423","display_name":null,"funder_award_id":"HDTRA1-15-1-0003","funder_id":"https://openalex.org/F4320332186","funder_display_name":"Defense Threat Reduction Agency"},{"id":"https://openalex.org/G6748038075","display_name":null,"funder_award_id":"DE-AR0000699","funder_id":"https://openalex.org/F4320332276","funder_display_name":"Advanced Research Projects Agency - Energy"},{"id":"https://openalex.org/G7407485540","display_name":null,"funder_award_id":"ECCS 1619352","funder_id":"https://openalex.org/F4320337392","funder_display_name":"Division of Electrical, Communications and Cyber Systems"},{"id":"https://openalex.org/G8386703801","display_name":null,"funder_award_id":"CCF 1637598","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"}],"funders":[{"id":"https://openalex.org/F4320332186","display_name":"Defense Threat Reduction Agency","ror":"https://ror.org/04tz64554"},{"id":"https://openalex.org/F4320332276","display_name":"Advanced Research Projects Agency - Energy","ror":"https://ror.org/03q1rgc19"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1534416612","https://openalex.org/W1613446120","https://openalex.org/W1912193022","https://openalex.org/W1978282571","https://openalex.org/W1983679368","https://openalex.org/W1989866797","https://openalex.org/W2010478188","https://openalex.org/W2015140184","https://openalex.org/W2041847483","https://openalex.org/W2063559372","https://openalex.org/W2082212340","https://openalex.org/W2093909370","https://openalex.org/W2100197017","https://openalex.org/W2113369277","https://openalex.org/W2125820577","https://openalex.org/W2140156026","https://openalex.org/W2142737363","https://openalex.org/W2145761514","https://openalex.org/W2148942994","https://openalex.org/W2165076581","https://openalex.org/W2171845477","https://openalex.org/W2568308591","https://openalex.org/W2568958097","https://openalex.org/W3097981256","https://openalex.org/W3100187717","https://openalex.org/W3101868728","https://openalex.org/W4236451413","https://openalex.org/W4241079583"],"related_works":["https://openalex.org/W2080470135","https://openalex.org/W2347801455","https://openalex.org/W2158302790","https://openalex.org/W2049614249","https://openalex.org/W2365958426","https://openalex.org/W2021496484","https://openalex.org/W4293517981","https://openalex.org/W2369516071","https://openalex.org/W2355109732","https://openalex.org/W2362593014"],"abstract_inverted_index":{"We":[0,36,51,117],"study":[1],"the":[2,33,41,48,62,65,69,73,80,87,103],"problem":[3],"of":[4,9,40,64,91,134],"optimal":[5,42,56,84],"placement":[6],"and":[7,71,100],"capacity":[8,76],"energy":[10,20],"storage":[11,59,75,85,92,97,115],"devices":[12,60],"in":[13,127],"a":[14],"distribution":[15,34],"network":[16,66],"to":[17,31,57],"minimize":[18],"total":[19],"loss.":[21],"A":[22],"continuous":[23],"tree":[24],"with":[25],"linearized":[26],"DistFlow":[27],"model":[28,32],"is":[29,55,93,98,113],"developed":[30],"network.":[35],"analyze":[37],"structural":[38,123],"properties":[39,124],"solution":[43],"when":[44,132],"all":[45],"loads":[46],"have":[47],"same":[49],"shape.":[50],"prove":[52],"that":[53,72,121,128],"it":[54],"place":[58],"near":[61],"leaves":[63],"away":[67],"from":[68,102],"substation,":[70],"scaled":[74],"monotonically":[77],"increases":[78,101],"toward":[79,105],"leaves.":[81],"Moreover,":[82],"under":[83],"placement,":[86],"locational":[88],"marginal":[89],"value":[90],"equalized":[94],"wherever":[95],"nonzero":[96],"deployed":[99],"substation":[104],"any":[106],"leaf":[107],"node":[108],"over":[109],"places":[110],"where":[111],"there":[112],"zero":[114],"deployment.":[116],"illustrate":[118],"through":[119],"simulations":[120],"these":[122],"are":[125,138],"robust":[126],"they":[129],"hold":[130],"approximately":[131],"some":[133],"our":[135],"modeling":[136],"assumptions":[137],"relaxed.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
