{"id":"https://openalex.org/W2775939042","doi":"https://doi.org/10.1109/dsia.2017.8339087","title":"Coupling visualization, simulation, and deep learning for ensemble steering of complex energy models","display_name":"Coupling visualization, simulation, and deep learning for ensemble steering of complex energy models","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2775939042","doi":"https://doi.org/10.1109/dsia.2017.8339087","mag":"2775939042"},"language":"en","primary_location":{"id":"doi:10.1109/dsia.2017.8339087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsia.2017.8339087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Workshop on Data Systems for Interactive Analysis (DSIA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002077953","display_name":"Brian Bush","orcid":"https://orcid.org/0000-0003-2864-7028"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Bush","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085882655","display_name":"Nicholas Brunhart\u2010Lupo","orcid":"https://orcid.org/0000-0001-5634-3182"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Brunhart-Lupo","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074292574","display_name":"Bruce Bugbee","orcid":"https://orcid.org/0000-0002-5396-1791"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce Bugbee","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036985025","display_name":"Venkat Krishnan","orcid":"https://orcid.org/0000-0002-7788-0670"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Venkat Krishnan","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003684910","display_name":"Kristin Potter","orcid":"https://orcid.org/0000-0003-1959-1691"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristin Potter","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060110390","display_name":"Kenny Gruchalla","orcid":"https://orcid.org/0000-0002-8155-1175"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenny Gruchalla","raw_affiliation_strings":["National Renewable Energy Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1297288678"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9233999848365784,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7046400904655457},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.6710675954818726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.602243185043335},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.463980495929718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3379697799682617},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3212287425994873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.27045220136642456},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1292441487312317},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.12240883708000183},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.07601034641265869}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7046400904655457},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.6710675954818726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.602243185043335},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.463980495929718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3379697799682617},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3212287425994873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.27045220136642456},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1292441487312317},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.12240883708000183},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.07601034641265869}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsia.2017.8339087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsia.2017.8339087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Workshop on Data Systems for Interactive Analysis (DSIA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332360","display_name":"Office of Energy Efficiency and Renewable Energy","ror":"https://ror.org/02xznz413"},{"id":"https://openalex.org/F4320338290","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1964473154","https://openalex.org/W2041520323","https://openalex.org/W2110487094","https://openalex.org/W2114519460","https://openalex.org/W2117750133","https://openalex.org/W2135638333","https://openalex.org/W2163925008","https://openalex.org/W2169867310","https://openalex.org/W2188690082","https://openalex.org/W2294831722","https://openalex.org/W2469093215","https://openalex.org/W2487770199","https://openalex.org/W2515139332","https://openalex.org/W2557283755","https://openalex.org/W2587831266","https://openalex.org/W2618894976","https://openalex.org/W2888153311","https://openalex.org/W6676861605","https://openalex.org/W6683995150"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W2081517010","https://openalex.org/W2121496884"],"abstract_inverted_index":{"We":[0],"describe":[1],"a":[2,26,70,160,189,262],"new":[3,51],"framework":[4],"that":[5,88],"allows":[6,244],"users":[7,33,111],"to":[8,53,112,128,188,246,251],"explore":[9,36],"and":[10,22,48,65,100,182,202,224,241,267],"steer":[11],"ensembles":[12,228],"of":[13,45,57,77,87,152,155,162,175,192,229],"energy":[14,20,83,108,122],"systems":[15],"simulations":[16,52,123,141,158,168],"by":[17,41,219,235],"coupling":[18],"multiple":[19],"models":[21],"interactive":[23,131,135],"visualization":[24,66,242],"through":[25,143],"dataflow":[27,72,102,239],"API.":[28],"Through":[29],"the":[30,60,105,114,153,156,163,173,236,256],"visual":[31],"interface,":[32],"can":[34,103],"interactively":[35,49],"complex":[37],"parameter":[38,61,115],"spaces":[39],"populated":[40],"hundreds,":[42],"or":[43,96,211],"thousands,":[44],"simulation":[46],"runs":[47],"spawn":[50],"\u201cfill":[54],"in\u201d":[55],"regions":[56],"interest":[58],"in":[59,117],"space.":[62],"The":[63,184,231],"computational":[64,164,193,249],"capabilities":[67],"reside":[68],"within":[69,255],"general-purpose":[71],"architecture":[73],"for":[74,178,226,265],"connecting":[75],"producers":[76],"multidimensional":[78],"timeseries":[79],"data,":[80,89],"such":[81],"as":[82,258,260],"simulations,":[84,109,201,214],"with":[85,107],"consumers":[86],"whether":[90],"they":[91],"be":[92],"visualizations,":[93],"statistical":[94],"analyses,":[95],"datastores.":[97],"Fast":[98],"computation":[99],"agile":[101],"enhance":[104],"engagement":[106],"allowing":[110],"populate":[113],"space":[116],"real":[118],"time.":[119],"However,":[120],"many":[121],"are":[124,138],"far":[125],"too":[126],"slow":[127],"provide":[129,148,261],"an":[130],"response.":[132],"To":[133],"support":[134],"feedback,":[136],"we":[137],"creating":[139],"reduced-form":[140,167,206,237],"developed":[142],"machine":[144],"learning":[145],"techniques,":[146],"which":[147],"statistically":[149],"sound":[150],"estimates":[151],"results":[154],"full":[157],"at":[159],"fraction":[161],"cost.":[165],"These":[166],"have":[169],"response":[170],"times":[171],"on":[172],"order":[174],"seconds,":[176],"suitable":[177],"real-time":[179],"human-in-the-loop":[180],"design":[181,223],"analysis.":[183],"approximation":[185],"methods":[186],"apply":[187],"wide":[190],"range":[191],"models,":[194,197,238],"including":[195],"supply-chain":[196],"electric":[198],"power":[199],"grid":[200],"building":[203],"models.":[204],"Such":[205],"representations":[207],"do":[208],"not":[209],"replace":[210],"re-implement":[212],"existing":[213],"but":[215],"instead":[216],"supplement":[217],"them":[218],"enabling":[220],"rapid":[221],"scenario":[222],"exploration":[225],"large":[227],"simulations.":[230],"improved":[232],"understanding,":[233],"facilitated":[234],"API,":[240],"tools,":[243],"researchers":[245],"better":[247],"allocate":[248],"resources":[250],"capture":[252],"informative":[253],"relationships":[254],"system":[257],"well":[259],"low-cost":[263],"method":[264],"validating":[266],"quality-checking":[268],"large-scale":[269],"modeling":[270],"efforts.":[271]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
