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• W2936343203 startingPage "101533" @default.
• W2936343203 abstract "Building energy consumption modeling and forecasting is essential to address buildings energy efficiency problems and take up current challenges of human comfort, urbanization growth and the consequent energy consumption increase. In a context of integrated smart infrastructures, data-driven techniques rely on data analysis and machine learning to provide flexible methods for building energy prediction. The present paper offers a review of studies developing data-driven models for building scale applications. The prevalent methods are introduced with a focus on the input data characteristics and data pre-processing methods, the building typologies considered, the targeted energy end-uses and forecasting horizons, and accuracy assessment. A special attention is also given to different machine learning approaches. Based on the results of this review, the latest technical improvements and research efforts are synthesized. The key role of occupants’ behavior integration in data-driven modeling is discussed. Limitations and research gaps are highlighted. Future research opportunities are also identified." @default.
• W2936343203 created "2019-04-25" @default.
• W2936343203 creator A5042634895 @default.
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• W2936343203 creator A5057204396 @default.
• W2936343203 creator A5068390990 @default.
• W2936343203 creator A5091802327 @default.
• W2936343203 date "2019-07-01" @default.
• W2936343203 modified "2023-10-18" @default.
• W2936343203 title "Modeling and forecasting building energy consumption: A review of data-driven techniques" @default.
• W2936343203 cites W1023118562 @default.
• W2936343203 cites W1544180268 @default.
• W2936343203 cites W1595159159 @default.
• W2936343203 cites W1619614355 @default.
• W2936343203 cites W1668312308 @default.
• W2936343203 cites W1881999183 @default.
• W2936343203 cites W1964357740 @default.
• W2936343203 cites W1964364237 @default.
• W2936343203 cites W1964563559 @default.
• W2936343203 cites W1964851126 @default.
• W2936343203 cites W1967379861 @default.
• W2936343203 cites W1969885422 @default.
• W2936343203 cites W1971291139 @default.
• W2936343203 cites W1977680597 @default.
• W2936343203 cites W1982930563 @default.
• W2936343203 cites W1983732626 @default.
• W2936343203 cites W1990910451 @default.
• W2936343203 cites W1991312358 @default.
• W2936343203 cites W1992101599 @default.
• W2936343203 cites W1997334587 @default.
• W2936343203 cites W1997560513 @default.
• W2936343203 cites W2000164913 @default.
• W2936343203 cites W2000424045 @default.
• W2936343203 cites W2007017967 @default.
• W2936343203 cites W2008743043 @default.
• W2936343203 cites W2009266980 @default.
• W2936343203 cites W2013486252 @default.
• W2936343203 cites W2016210396 @default.
• W2936343203 cites W2026973848 @default.
• W2936343203 cites W2033406960 @default.
• W2936343203 cites W2047143310 @default.
• W2936343203 cites W2049633694 @default.
• W2936343203 cites W2051607409 @default.
• W2936343203 cites W2051853956 @default.
• W2936343203 cites W2059447477 @default.
• W2936343203 cites W2077593649 @default.
• W2936343203 cites W2079784202 @default.
• W2936343203 cites W2085139065 @default.
• W2936343203 cites W2102201073 @default.
• W2936343203 cites W2135695572 @default.
• W2936343203 cites W2143560894 @default.
• W2936343203 cites W2152195021 @default.
• W2936343203 cites W2153476503 @default.
• W2936343203 cites W2156302255 @default.
• W2936343203 cites W2163167422 @default.
• W2936343203 cites W2165698076 @default.
• W2936343203 cites W2166786753 @default.
• W2936343203 cites W2168577773 @default.
• W2936343203 cites W2184485689 @default.
• W2936343203 cites W2202433167 @default.
• W2936343203 cites W2251214836 @default.
• W2936343203 cites W2255201377 @default.
• W2936343203 cites W2281071090 @default.
• W2936343203 cites W2295959395 @default.
• W2936343203 cites W2303781951 @default.
• W2936343203 cites W2394184881 @default.
• W2936343203 cites W2472326376 @default.
• W2936343203 cites W2512258641 @default.
• W2936343203 cites W2518287600 @default.
• W2936343203 cites W2538699180 @default.
• W2936343203 cites W2543909292 @default.
• W2936343203 cites W2549906944 @default.
• W2936343203 cites W2550569622 @default.
• W2936343203 cites W2560599441 @default.
• W2936343203 cites W2562835939 @default.
• W2936343203 cites W2562985521 @default.
• W2936343203 cites W2578264583 @default.
• W2936343203 cites W2586259521 @default.
• W2936343203 cites W2592453717 @default.
• W2936343203 cites W2595984151 @default.
• W2936343203 cites W2605614336 @default.
• W2936343203 cites W2609731728 @default.
• W2936343203 cites W2616807349 @default.
• W2936343203 cites W2619213748 @default.
• W2936343203 cites W2621085654 @default.
• W2936343203 cites W2624139643 @default.
• W2936343203 cites W2625709058 @default.
• W2936343203 cites W2703543086 @default.
• W2936343203 cites W2754029504 @default.
• W2936343203 cites W2761146210 @default.
• W2936343203 cites W2764107511 @default.
• W2936343203 cites W2765413195 @default.
• W2936343203 cites W2767061767 @default.
• W2936343203 cites W2767695914 @default.
• W2936343203 cites W2767762556 @default.
• W2936343203 cites W2768034749 @default.
• W2936343203 cites W2769978621 @default.
• W2936343203 cites W2770143654 @default.

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