Prediction of energy consumption using recurrent neural networks (RNN) and nonlinear autoregressive neural network with external input (NARX)
Sign Up to like & getrecommendations! Published in 2020 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v17.i3.pp1215-1223
Abstract: Recurrent Neural Networks (RNN) and Nonlinear Autoregressive Neural Network with External Input (NARX) are recently applied in predicting energy consumption. Energy consumption prediction for depth analysis of how electrical energy consumption is managed on Tower… read more here.
Keywords: recurrent neural; prediction energy; energy consumption; energy ... See more keywords
Mobility-prediction and energy optimization for multi-channel multi-interface ad hoc networks in the presence of location errors
Sign Up to like & getrecommendations! Published in 2021 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v22.i1.pp315-325
Abstract: We present a mobility-prediction and energy optimization solution for multi-channel multi-interface (MCMI) ad hoc networks in the presence of location errors. This solution includes routing of the MCMI communication links that adapt to dynamic channel,… read more here.
Keywords: mobility; prediction energy; mobility prediction; channel ... See more keywords
Prediction of Energy Dissipation Rates for Aviation Turbulence. Part II: Nowcasting Convective and Nonconvective Turbulence
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Applied Meteorology and Climatology"
DOI: 10.1175/jamc-d-16-0312.1
Abstract: AbstractIn addition to turbulence forecasts, which can be used for strategic planning for turbulence avoidance, short-term nowcasts can augment longer-term forecasts by providing much more timely and accurate turbulence locations for real-time tactical avoidance of… read more here.
Keywords: dissipation rates; energy dissipation; turbulence; prediction energy ... See more keywords