Taha Abdelhalim Nakabi

Optimal price-based control of heterogeneous thermostatically controlled loads under uncertainty using LSTM networks and genetic algorithms

Taha Abdelhalim Nakabi, Pekka Toivanen, Pekka J. Toivanen, 2019, F1000Research.

An ANN-based model for learning individual customer behavior in response to electricity prices

Taha Abdelhalim Nakabi, Pekka Toivanen, Pekka J. Toivanen, 2019, Sustainable Energy, Grids and Networks.

Deep reinforcement learning for energy management in a microgrid with flexible demand

Taha Abdelhalim Nakabi, Pekka Toivanen, Pekka J. Toivanen, 2020, Sustainable Energy, Grids and Networks.