Badar ul Islam

Enhanced lignin extraction and optimisation from oil palm biomass using neural network modelling

Tazien Rashid, Syed Ali Ammar Taqvi, Farooq Sher et al. · Fuel · 2021 · 110 citations

Chemical Engineering, Biomass Conversion, Engineering +12

Short-Term Electrical Load Demand Forecasting Based on LSTM and RNN Deep Neural Networks

Badar ul Islam, Shams Forruque Ahmed · Mathematical Problems in Engineering · 2022 · 48 citations · Full text

Engineering, Machine Learning, Neural Network +17

Development of chaotically improved meta-heuristics and modified BP neural network-based model for electrical energy demand prediction in smart grid

Badar ul Islam, Zuhairi Baharudin, Perumal Nallagownden · Neural Computing and Applications · 2016 · 41 citations

Electrical Engineering, Engineering, Intelligent Energy System +6

Optimization of neural network architecture using genetic algorithm for load forecasting

Badar ul Islam, Zuhairi Baharudin, Muhammad Qamar Raza et al. · 2014 · 40 citations

Evolving Neural Network, Engineering, Energy Management +13

Review of Short-Term Load Forecasting for Smart Grids Using Deep Neural Networks and Metaheuristic Methods

Badar ul Islam, Maria Rasheed, Shams Forruque Ahmed · Mathematical Problems in Engineering · 2022 · 20 citations · Full text

Engineering, Power System Planning, Load Control +17