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One-Hour-Ahead Wind Power Forecast Using Hybrid Grey Models
(Inderscience, 2016)
This paper proposes two hybrid grey-based short-term wind power prediction techniques: GM(1,1)-ARMA and GM(1,1)-NARnet. These techniques are combined with ARMA models and nonlinear autoregressive neural network (NARnet) ...
Distributed Air-Conditioning Energy Management System within the Smart Grid Context
(2014-03)
Air-conditioning (AC) systems are the major energy consumption units in residential and commercial buildings. In the context of smart grid, optimizing AC operations leads to substantial saving in energy consumption, reducing ...
Impact of Energy Storage Systems on the Management of Fault Current at LV Network with High Penetration of Distributed Generation
(International Journal of Smart Grid and Clean Energy, 2017-07)
Penetration level of renewable energy such as solar and wind power into the grid is sharply increasing worldwide. This paper investigates the impact of the increasing level of distributed generation (DG) on the distribution ...
Prediction of EV Charging Behavior Using Machine Learning
(IEEE Access, 2021)
As a key pillar of smart transportation in smart city applications, electric vehicles (EVs) are becoming increasingly popular for their contribution in reducing greenhouse gas emissions. One of the key challenges, however, ...