{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T16:25:36Z","timestamp":1759940736574,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,6,15]],"date-time":"2019-06-15T00:00:00Z","timestamp":1560556800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,6,15]]},"DOI":"10.1145\/3307772.3328316","type":"proceedings-article","created":{"date-parts":[[2019,6,13]],"date-time":"2019-06-13T12:09:40Z","timestamp":1560427780000},"page":"89-99","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["A Bayesian Data Analytics Approach to Buildings' Thermal Parameter Estimation"],"prefix":"10.1145","author":[{"given":"Nilavra","family":"Pathak","sequence":"first","affiliation":[{"name":"Information Systems, University of Maryland, Baltimore County"}]},{"given":"James","family":"Foulds","sequence":"additional","affiliation":[{"name":"Information Systems, University of Maryland, Baltimore County"}]},{"given":"Nirmalya","family":"Roy","sequence":"additional","affiliation":[{"name":"Information Systems, University of Maryland, Baltimore County"}]},{"given":"Nilanjan","family":"Banerjee","sequence":"additional","affiliation":[{"name":"Computer Science &amp; Electrical Engineering, University of Maryland, Baltimore County"}]},{"given":"Ryan","family":"Robucci","sequence":"additional","affiliation":[{"name":"Computer Science &amp; Electrical Engineering, University of Maryland, Baltimore County"}]}],"member":"320","published-online":{"date-parts":[[2019,6,15]]},"reference":[{"volume-title":"d.}","year":"2018","key":"e_1_3_2_1_1_1","unstructured":"{n. d.} . Source : Pecan Street Inc. Dataport 2018 . ({n. d.}). {n. d.}. Source: Pecan Street Inc. Dataport 2018. ({n. d.})."},{"volume-title":"Annual energy outlook","year":"2017","key":"e_1_3_2_1_2_1","unstructured":"2017. Annual energy outlook 2017 . US Energy Information Administration ( 2017). 2017. Annual energy outlook 2017. US Energy Information Administration (2017)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.02.005"},{"key":"e_1_3_2_1_4_1","unstructured":"Matthew James Beal etal 2003. Variational algorithms for approximate Bayesian inference. University of London London. Matthew James Beal et al. 2003. Variational algorithms for approximate Bayesian inference. University of London London."},{"key":"e_1_3_2_1_5_1","unstructured":"Yoshua Bengio and Paolo Frasconi. 1995. An input output HMM architecture. In Advances in neural information processing systems. 427--434. Yoshua Bengio and Paolo Frasconi. 1995. An input output HMM architecture. In Advances in neural information processing systems. 427--434."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-statistics-022513-115657"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1285773"},{"volume-title":"Electronic devices and circuit theory","author":"Boylestad Robert L","key":"e_1_3_2_1_8_1","unstructured":"Robert L Boylestad , Louis Nashelsky , and Lihua Li. 2002. Electronic devices and circuit theory . Vol. 11 . Prentice Hall Englewood Cliffs , NJ. Robert L Boylestad, Louis Nashelsky, and Lihua Li. 2002. Electronic devices and circuit theory. Vol. 11. Prentice Hall Englewood Cliffs, NJ."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.08.069"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.3390\/en8042548"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Andrew Gelman Kenneth Shirley etal 2011. Inference from simulations and monitoring convergence. Handbook of markov chain monte carlo (2011) 163--174. Andrew Gelman Kenneth Shirley et al. 2011. Inference from simulations and monitoring convergence. Handbook of markov chain monte carlo (2011) 163--174.","DOI":"10.1201\/b10905-7"},{"volume-title":"Bayesian data analysis","author":"Gelman Andrew","key":"e_1_3_2_1_12_1","unstructured":"Andrew Gelman , Hal S Stern , John B Carlin , David B Dunson , Aki Vehtari , and Donald B Rubin . 2013. Bayesian data analysis . Chapman and Hall\/CRC. Andrew Gelman, Hal S Stern, John B Carlin, David B Dunson, Aki Vehtari, and Donald B Rubin. 2013. Bayesian data analysis. Chapman and Hall\/CRC."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00009-3"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2629674"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1049\/ip-f-2.1993.0015"},{"key":"e_1_3_2_1_16_1","volume-title":"Building thermal model reduction using nonlinear constrained optimization. Building and environment 37, 12","author":"Gouda MM","year":"2002","unstructured":"MM Gouda , Sean Danaher , and CP Underwood . 2002. Building thermal model reduction using nonlinear constrained optimization. Building and environment 37, 12 ( 2002 ), 1255--1265. MM Gouda, Sean Danaher, and CP Underwood. 2002. Building thermal model reduction using nonlinear constrained optimization. Building and environment 37, 12 (2002), 1255--1265."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.12.029"},{"key":"e_1_3_2_1_18_1","first-page":"1593","article-title":"The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo","volume":"15","author":"Hoffman Matthew D","year":"2014","unstructured":"Matthew D Hoffman and Andrew Gelman . 2014 . The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo . Journal of Machine Learning Research 15 , 1 (2014), 1593 -- 1623 . Matthew D Hoffman and Andrew Gelman. 2014. The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo. Journal of Machine Learning Research 15, 1 (2014), 1593--1623.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0360-1323(99)00023-2"},{"key":"e_1_3_2_1_20_1","volume-title":"Peder Bacher, Jan Kloppenborg, and Henrik Madsen.","author":"Juhl Rune","year":"2017","unstructured":"Rune Juhl , Niels Rode Kristensen , Peder Bacher, Jan Kloppenborg, and Henrik Madsen. 2017 . Grey-box modeling of the heat dynamics of a building with CTSM-R. ( 2017). Rune Juhl, Niels Rode Kristensen, Peder Bacher, Jan Kloppenborg, and Henrik Madsen. 2017. Grey-box modeling of the heat dynamics of a building with CTSM-R. (2017)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2013.05.026"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.09.053"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2014.09.046"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2017.07.322"},{"key":"e_1_3_2_1_25_1","volume-title":"Continuous time stochastic modelling. Mathematics Guide","author":"Kristensen Niels Rode","year":"2003","unstructured":"Niels Rode Kristensen and Henrik Madsen . 2003. Continuous time stochastic modelling. Mathematics Guide ( 2003 ), 1--32. Niels Rode Kristensen and Henrik Madsen. 2003. Continuous time stochastic modelling. Mathematics Guide (2003), 1--32."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2003.10.001"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/3122009.3122023"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3137133.3137161"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.04.025"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40988-2_20"},{"key":"e_1_3_2_1_32_1","unstructured":"Radford M Neal etal 2011. MCMC using Hamiltonian dynamics. Handbook of Markov Chain Monte Carlo 2 11 (2011). Radford M Neal et al. 2011. MCMC using Hamiltonian dynamics. Handbook of Markov Chain Monte Carlo 2 11 (2011)."},{"key":"e_1_3_2_1_33_1","unstructured":"Henrik Aalborg Nielsen Stig Bousgaard Mortensen Peder Bacher and Henrik Madsen. {n. d.}. Analysis of energy consumption in single family houses. Henrik Aalborg Nielsen Stig Bousgaard Mortensen Peder Bacher and Henrik Madsen. {n. d.}. Analysis of energy consumption in single family houses."},{"key":"e_1_3_2_1_34_1","first-page":"221","article-title":"Calibrating Detailed Building Energy Simulation Programs with Measured Data--Part I: General Methodology (RP-1051)","volume":"13","author":"Reddy T. Agami","year":"2007","unstructured":"T. Agami Reddy , Itzhak Maor , and Chanin Panjapornpon . 2007 . Calibrating Detailed Building Energy Simulation Programs with Measured Data--Part I: General Methodology (RP-1051) . HVAC&Research 13 , 2 (2007), 221 -- 241 . T. Agami Reddy, Itzhak Maor, and Chanin Panjapornpon. 2007. Calibrating Detailed Building Energy Simulation Programs with Measured Data--Part I: General Methodology (RP-1051). HVAC&Research 13, 2 (2007), 221--241.","journal-title":"HVAC&Research"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2018.02.043"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.55"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-0668.1992.04-22.x"},{"volume-title":"Performance and applications of residential building energy grey-box models","author":"Siemann Michael","key":"e_1_3_2_1_38_1","unstructured":"Michael Siemann . 2013. Performance and applications of residential building energy grey-box models . University of Maryland , College Park . Michael Siemann. 2013. Performance and applications of residential building energy grey-box models. University of Maryland, College Park."},{"volume-title":"Inverse problem theory and methods for model parameter estimation","author":"Tarantola Albert","key":"e_1_3_2_1_39_1","unstructured":"Albert Tarantola . 2005. Inverse problem theory and methods for model parameter estimation . Vol. 89 . siam. Albert Tarantola. 2005. Inverse problem theory and methods for model parameter estimation. Vol. 89. siam."},{"key":"e_1_3_2_1_40_1","volume-title":"Theano: A Python framework for fast computation of mathematical expressions. arXiv eprints abs\/1605.02688 (May","author":"Team Theano Development","year":"2016","unstructured":"Theano Development Team . 2016 . Theano: A Python framework for fast computation of mathematical expressions. arXiv eprints abs\/1605.02688 (May 2016). http:\/\/arxiv.org\/abs\/1605.02688 Theano Development Team. 2016. Theano: A Python framework for fast computation of mathematical expressions. arXiv eprints abs\/1605.02688 (May 2016). http:\/\/arxiv.org\/abs\/1605.02688"},{"volume-title":"Bayesian inference: Gibbs sampling. Technical Note","author":"Yildirim Ilker","key":"e_1_3_2_1_41_1","unstructured":"Ilker Yildirim . 2012. Bayesian inference: Gibbs sampling. Technical Note , University of Rochester (2012) . Ilker Yildirim. 2012. Bayesian inference: Gibbs sampling. Technical Note, University of Rochester (2012)."}],"event":{"name":"e-Energy '19: The Tenth ACM International Conference on Future Energy Systems","sponsor":["SIGEnergy ACM Special Interest Group on Energy Systems and Informatics"],"location":"Phoenix AZ USA","acronym":"e-Energy '19"},"container-title":["Proceedings of the Tenth ACM International Conference on Future Energy Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3307772.3328316","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3307772.3328316","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:54:07Z","timestamp":1750204447000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3307772.3328316"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,15]]},"references-count":40,"alternative-id":["10.1145\/3307772.3328316","10.1145\/3307772"],"URL":"https:\/\/doi.org\/10.1145\/3307772.3328316","relation":{},"subject":[],"published":{"date-parts":[[2019,6,15]]},"assertion":[{"value":"2019-06-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}