Sara Atef

Assessment of stacked unidirectional and bidirectional long short-term memory networks for electricity load forecasting

Sara Atef, Amr Eltawil · Electric Power Systems Research · 2020 · 97 citations

Computing, Computer Systems, Electrical Engineering +14

A Comparative Study Using Deep Learning and Support Vector Regression for Electricity Price Forecasting in Smart Grids

Sara Atef, Amr Eltawil · 2019 IEEE 6th International Conference on Industrial Engineering and Applications (ICIEA) · 2019 · 48 citations

Computing, Computer Science, Electrical Engineering +17

A deep bi-directional long-short term memory neural network-based methodology to enhance short-term electricity load forecasting for residential applications

Sara Atef, Kazuhide Nakata, Amr Eltawil · Computers & Industrial Engineering · 2022 · 36 citations

Computing, Data Science, Electrical Engineering +14

A new fuzzy logic based approach for optimal household appliance scheduling based on electricity price and load consumption prediction

Sara Atef, Nourhan Ismail, Amr Eltawil · Advances in Building Energy Research · 2021 · 28 citations

Management, Building Science, Energy Management +16

Real-Time Load Consumption Prediction and Demand Response Scheme Using Deep Learning in Smart Grids

Sara Atef, Amr Eltawil · 2019 · 16 citations

Computing, Computer Science, Demand Forecasting +16