ELS-Net: A New Approach to Forecast Decomposed Intrinsic Mode Functions of Electricity Load

by Nadeem Javaid, Aqdas Naz, Rabiya Khalid, Ahmad Almogren, Muhammad Shafiq, Adia Khalid
Published 2020-01-01

Short-Term Electric Load and Price Forecasting Using Enhanced Extreme Learning Machine Optimization in Smart Grids

by Aqdas Naz, Muhammad Umar Javed, Nadeem Javaid, Tanzila Saba, Musaed Alhussein, Khursheed Aurangzeb
Published 2019-03-01

Game Theoretical Energy Management with Storage Capacity Optimization and Photo-Voltaic Cell Generated Power Forecasting in Micro Grid

by Aqdas Naz, Nadeem Javaid, Muhammad Babar Rasheed, Abdul Haseeb, Musaed Alhussein, Khursheed Aurangzeb
Published 2019-05-01

Electricity Consumption Forecasting Using Gated-FCN With Ensemble Strategy

by Aqdas Naz, Nadeem Javaid, Muhammad Asif, Muhammad Umar Javed, Abrar Ahmed, Sardar Muhammad Gulfam, Muhammad Shafiq, Jin-Ghoo Choi
Published 2021-01-01