Muhammad Naveed Akhter

Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques

Muhammad Naveed Akhter, Saad Mekhilef, Hazlie Mokhlis et al. · IET Renewable Power Generation · 2019 · 417 citations · Full text

Engineering, Machine Learning, Critical Review +17

A hybrid deep learning method for an hour ahead power output forecasting of three different photovoltaic systems

Muhammad Naveed Akhter, Saad Mekhilef, Hazlie Mokhlis et al. · Applied Energy · 2021 · 133 citations

Electrical Engineering, Power Output Forecasting, Engineering +12

An Hour-Ahead PV Power Forecasting Method Based on an RNN-LSTM Model for Three Different PV Plants

Muhammad Naveed Akhter, Saad Mekhilef, Hazlie Mokhlis et al. · Energies · 2022 · 119 citations · Full text

Forecasting Methodology, Engineering, Rnn-lstm Model +16

Review on the Application of Photovoltaic Forecasting Using Machine Learning for Very Short- to Long-Term Forecasting

Putri Nor Liyana Mohamad Radzi, Muhammad Naveed Akhter, Saad Mekhilef et al. · Sustainability · 2023 · 56 citations · Full text

Engineering, Machine Learning, Photovoltaic System +16

Performance assessment of three grid-connected photovoltaic systems with combined capacity of 6.575 kWp in Malaysia

Muhammad Naveed Akhter, Saad Mekhilef, Hazlie Mokhlis et al. · Journal of Cleaner Production · 2020 · 52 citations

Electrical Engineering, Engineering, Grid-connected Photovoltaic Systems +12