{"id":"https://openalex.org/W2000430632","doi":"https://doi.org/10.1109/icnsc.2014.6819695","title":"Sensitivity analysis for building energy simulation model calibration via automatic differentiation","display_name":"Sensitivity analysis for building energy simulation model calibration via automatic differentiation","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2000430632","doi":"https://doi.org/10.1109/icnsc.2014.6819695","mag":"2000430632"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc.2014.6819695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2014.6819695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control","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/A5100741170","display_name":"Sisi Li","orcid":"https://orcid.org/0000-0003-4870-3840"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sisi Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, 07012, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, 07012, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, 07012, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, 07012, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079564314","display_name":"Kun Deng","orcid":"https://orcid.org/0000-0002-8707-1113"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Deng","raw_affiliation_strings":["Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA","Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, 61801 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, 61801 USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103037784","display_name":"Zhen Song","orcid":"https://orcid.org/0000-0003-0036-2995"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhen Song","raw_affiliation_strings":["Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ, USA","Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ 08540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ 08540, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101873532","display_name":"Yan Lu","orcid":"https://orcid.org/0000-0002-4353-8068"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Lu","raw_affiliation_strings":["Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ, USA","Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ 08540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Department of Automation and Control, Siemens Corporation, Corporate Technology, Princeton, NJ 08540, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"607","last_page":"612"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9986000061035156,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-differentiation","display_name":"Automatic differentiation","score":0.7460064888000488},{"id":"https://openalex.org/keywords/latin-hypercube-sampling","display_name":"Latin hypercube sampling","score":0.733151376247406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7200736403465271},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6908929944038391},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6480581760406494},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4774782657623291},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4693725109100342},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4577987492084503},{"id":"https://openalex.org/keywords/truncation-error","display_name":"Truncation error","score":0.4525375962257385},{"id":"https://openalex.org/keywords/numerical-differentiation","display_name":"Numerical differentiation","score":0.45172494649887085},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41925525665283203},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3271476924419403},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.1884496510028839},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.17448154091835022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14619871973991394}],"concepts":[{"id":"https://openalex.org/C133512626","wikidata":"https://www.wikidata.org/wiki/Q787371","display_name":"Automatic differentiation","level":3,"score":0.7460064888000488},{"id":"https://openalex.org/C20820323","wikidata":"https://www.wikidata.org/wiki/Q6496514","display_name":"Latin hypercube sampling","level":3,"score":0.733151376247406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7200736403465271},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6908929944038391},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6480581760406494},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4774782657623291},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4693725109100342},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4577987492084503},{"id":"https://openalex.org/C104942944","wikidata":"https://www.wikidata.org/wiki/Q3434686","display_name":"Truncation error","level":2,"score":0.4525375962257385},{"id":"https://openalex.org/C154181440","wikidata":"https://www.wikidata.org/wiki/Q1683292","display_name":"Numerical differentiation","level":2,"score":0.45172494649887085},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41925525665283203},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3271476924419403},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.1884496510028839},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.17448154091835022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14619871973991394},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc.2014.6819695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2014.6819695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control","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":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W54927611","https://openalex.org/W100464641","https://openalex.org/W1538895412","https://openalex.org/W1585773866","https://openalex.org/W1968936982","https://openalex.org/W1997986440","https://openalex.org/W2007844788","https://openalex.org/W2014078287","https://openalex.org/W2029663591","https://openalex.org/W2076554018","https://openalex.org/W2084772309","https://openalex.org/W2122356706","https://openalex.org/W2128701314"],"related_works":["https://openalex.org/W4230546540","https://openalex.org/W2553993726","https://openalex.org/W1543341614","https://openalex.org/W2593872707","https://openalex.org/W2091934641","https://openalex.org/W2291164072","https://openalex.org/W2039953621","https://openalex.org/W1966050627","https://openalex.org/W2026155714","https://openalex.org/W4251548445"],"abstract_inverted_index":{"High-fidelity":[0],"building":[1,35,63,89,96,102,161],"energy":[2,36,64,103,162],"simulation":[3,37,65,104,130,163],"models":[4,105],"are":[5,106,147],"established":[6],"on":[7,94,127,174],"well-known":[8],"physical":[9],"laws":[10],"and":[11,54,115,131,141,203,239],"attempt":[12],"to":[13,42,78,152,200,212,229],"faithfully":[14],"represent":[15],"a":[16,48,62,87,109,117,158,166],"real":[17],"building.":[18],"The":[19],"numerical":[20,196,232],"solution":[21],"of":[22,30,51,112,119,157,177,187,224,234],"differential":[23,168],"algebraic":[24],"equations":[25],"that":[26,46,90,172,184],"interpret":[27],"thermal":[28,97],"balance":[29],"buildings":[31],"is":[32,73,125,183,198],"included":[33],"in":[34,86,108,236],"models.":[38],"It":[39],"thereby":[40],"leads":[41],"highly":[43],"discontinuous":[44],"systems":[45],"involve":[47],"large":[49,110],"number":[50],"sub-routine":[52],"calls":[53],"model":[55,66,164,189],"switches":[56],"during":[57],"the":[58,83,95,121,154,175,185,188,191,195,206,220],"execution.":[59],"To":[60],"acquire":[61],"with":[67],"good":[68],"quality,":[69],"parameter":[70,84],"sensitivity":[71,123,155,169],"analysis":[72,124,156,170],"well-advocated":[74],"since":[75],"it":[76],"aims":[77],"target":[79],"those":[80],"parameters":[81],"from":[82,205],"pool":[85],"specific":[88],"hold":[91],"more":[92],"influence":[93],"performance":[98],"than":[99],"others.":[100],"Since":[101],"given":[107],"piece":[111],"program":[113],"codes":[114],"encapsulate":[116],"series":[118],"sub-models,":[120],"existing":[122],"built":[126],"Monte":[128,138],"Carlo":[129,139],"statistics-based":[132],"random":[133],"sampling":[134,140,144],"methods":[135],"only,":[136],"e.g.,":[137],"Latin":[142],"Hypercube":[143],"methods,":[145],"which":[146,218],"extremely":[148],"time-consuming.":[149],"We":[150],"propose":[151,211],"perform":[153],"first-principle":[159],"high-fidelity":[160],"via":[165],"straightforward":[167],"method":[171],"relies":[173],"estimation":[176],"derivatives.":[178],"A":[179],"key":[180],"technical":[181],"challenge":[182],"complexity":[186],"prohibits":[190],"analytical":[192],"differentiation,":[193],"while":[194],"differentiation":[197,216],"sensitive":[199],"step":[201],"size":[202],"suffers":[204],"truncation":[207],"error.":[208],"We,":[209],"hence,":[210],"adopt":[213],"an":[214,237],"automatic":[215],"method,":[217],"exploits":[219],"operator":[221],"overload":[222],"feature":[223],"object":[225],"oriented":[226],"programming":[227],"language,":[228],"obtain":[230],"accurate":[231],"estimations":[233],"derivatives":[235],"automated":[238],"computationally":[240],"efficient":[241],"way.":[242]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
