Short-term residential electric load forecasting: A compressive spatio-temporal approach

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Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

Natural Sciences, Electrical Engineering, Mathematics +16

Comparison between detailed model simulation and artificial neural network for forecasting building energy consumption

Alberto Hernandez Neto, Flávio Augusto Sanzovo Fiorelli · Energy and Buildings · 2008 · 606 citations

Architecture, Architectural Engineering, Building Science +15

Predicting future hourly residential electrical consumption: A machine learning case study

Richard E. Edwards, Joshua New, Lynne E. Parker · Energy and Buildings · 2012 · 386 citations

Computing, Computer Science, Electrical Engineering +14

Modeling and predicting building's energy use with artificial neural networks: Methods and results

S. Karatasou, M. Santamouris, V. Geros · Energy and Buildings · 2006 · 335 citations

Architecture, Architectural Engineering, Building Science +14

Application of artificial neural networks for the wind speed prediction of target station using reference stations data

Mehmet Bilgili, Beşi̇r Şahi̇n, Abdulkadir Yaşar · Renewable Energy · 2007 · 278 citations

Natural Sciences, Meteorology, Forecasting +10