Using long short-term memory networks to predict energy consumption of air-conditioning systems

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ARIMA forecasting of primary energy demand by fuel in Turkey

Volkan Ş. Ediger, Sertaç Akar · Energy Policy · 2006 · 623 citations

Computing, Earth Sciences, Demand Forecasting +11

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

Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on performance accuracy

Rishee K. Jain, Kevin M. Smith, Patricia J. Culligan et al. · Applied Energy · 2014 · 592 citations

Architecture, Architectural Engineering, Building Science +17

Short-term hourly load forecasting using time-series modeling with peak load estimation capability

Nima Amjady · IEEE Transactions on Power Systems · 2001 · 514 citations

Computing, Data Science, Forecasting +15