Dimensionality reduction techniques to analyze heating systems in buildings
暂无分享,去创建一个
Juan J. Fuertes-Martínez | Manuel Domínguez-González | Miguel A. Prada | Antonio Morán Álvarez | Serafín Alonso Castro | M. Domínguez-González | M. A. Prada
[1] Ignacio Díaz Blanco,et al. Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques , 2013, Eng. Appl. Artif. Intell..
[2] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[3] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[4] Andrew Kusiak,et al. Modeling and optimization of HVAC energy consumption , 2010 .
[5] Frauke Oldewurtel,et al. Experimental analysis of model predictive control for an energy efficient building heating system , 2011 .
[6] Qing-Shan Jia,et al. Building occupant level estimation based on heterogeneous information fusion , 2014, Inf. Sci..
[7] Erkki Oja,et al. Engineering applications of the self-organizing map , 1996, Proc. IEEE.
[8] Mika Sulkava,et al. EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization , 2011, WSOM.
[9] Antonio Morán,et al. MONITORING POWER CONSUMPTION USING A GENERALIZED VARIANT OF SELF-ORGANIZING MAP (SOM) , 2012 .
[10] Geoffrey E. Hinton,et al. Stochastic Neighbor Embedding , 2002, NIPS.
[11] Ignacio Díaz,et al. Modelado Visual de Procesos Industriales , 2010 .
[12] Michel Verleysen,et al. Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis , 2004, Neurocomputing.
[13] Hyunjoo Kim,et al. Analysis of an energy efficient building design through data mining approach , 2011 .
[14] Arthur L. Dexter,et al. A simplified physical model for estimating the average air temperature in multi-zone heating systems , 2004 .
[15] S.A. Bortoff,et al. Building HVAC control systems - role of controls and optimization , 2006, 2006 American Control Conference.
[16] Donald F. Specht,et al. A general regression neural network , 1991, IEEE Trans. Neural Networks.
[17] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .
[18] Ernestina Menasalvas Ruiz,et al. A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality , 2014, Inf. Sci..
[19] Juha Vesanto,et al. SOM-based data visualization methods , 1999, Intell. Data Anal..
[20] Manish Marwah,et al. A finite state machine-based characterization of building entities for monitoring and control , 2012, BuildSys@SenSys.
[21] Luis Pérez-Lombard,et al. A review on buildings energy consumption information , 2008 .
[22] Arthur L. Dexter,et al. The potential for energy saving in heating systems through improving boiler controls , 2004 .