Muhammad Faizan Tahir

Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN

Tasarruf Bashir, Haoyong Chen, Muhammad Faizan Tahir et al. · Energy Reports · 2022 · 227 citations · Full text

Integrated Energy System Modeling of China for 2020 by Incorporating Demand Response, Heat Pump and Thermal Storage

Muhammad Faizan Tahir, Haoyong Chen, Kashif Mehmood et al. · IEEE Access · 2019 · 86 citations · Full text

Energy System Design, Engineering, Energy Efficiency +23

A Novel Algorithm for MPPT of an Isolated PV System Using Push Pull Converter with Fuzzy Logic Controller

Tehzeeb-ul Hassan, Rabeh Abbassi, Houssem Jerbi et al. · Energies · 2020 · 78 citations · Full text

Fuzzy Logic Algorithms, Electrical Engineering, Fuzzy Logic +14

A novel dc fault protection scheme based on intelligent network for meshed dc grids

Muhammad Zain Yousaf, Saqib Khalid, Muhammad Faizan Tahir et al. · International Journal of Electrical Power & Energy Systems · 2023 · 77 citations · Full text

Enhanced solar photovoltaic power prediction using diverse machine learning algorithms with hyperparameter optimization

Muhammad Faizan Tahir, Muhammad Zain Yousaf, Anthony Tzes et al. · Renewable and Sustainable Energy Reviews · 2024 · 74 citations

Hyperparameter Optimization, Electrical Engineering, Engineering +13