Neelam Mughees

Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting

Neelam Mughees, Syed Ali Mohsin, Abdullah Mughees et al. · Expert Systems with Applications · 2021 · 168 citations

Bi-lstm Neural Networks, Forecasting Methodology, Sequence Modelling +10

Reinforcement learning-based composite differential evolution for integrated demand response scheme in industrial microgrids

Neelam Mughees, Mujtaba Hussain Jaffery, Anam Mughees et al. · Applied Energy · 2023 · 32 citations

Engineering, Smart Grid, Energy Management +7

A new predictive control strategy for improving operating performance of a permanent magnet synchronous generator-based wind energy and superconducting magnetic energy storage hybrid system integrated with grid

Neelam Mughees, Mujtaba Hussain Jaffery, Muhammad Jawad · Journal of Energy Storage · 2022 · 27 citations

Electrical Engineering, Engineering, Smart Grid +8

Conditioned adaptive barrier-based double integral super twisting SMC for trajectory tracking of a quadcopter and hardware in loop using IGWO algorithm

Abdullah Mughees, Iftikhar Ahmad, Neelam Mughees et al. · Expert Systems with Applications · 2023 · 18 citations

Motion Control, Engineering, Aerospace Engineering +8

Bi-LSTM-Based Deep Stacked Sequence-to-Sequence Autoencoder for Forecasting Solar Irradiation and Wind Speed

Neelam Mughees, Mujtaba Hussain Jaffery, Abdullah Mughees et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2023 · 15 citations · Full text

Engineering, Machine Learning, Autoencoders +17