Muhammad Shahzad Nazir

Integration of energy storage system and renewable energy sources based on artificial intelligence: An overview

Ahmed N. Abdalla, Muhammad Shahzad Nazir, Tao Hai et al. · Journal of Energy Storage · 2021 · 357 citations

Artificial Intelligence, Electrical Engineering, Engineering +11

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

Peng Tian, Chu Zhang, Jianzhong Zhou et al. · Energy · 2021 · 310 citations

Electrical Engineering, Integrated Framework, Engineering +8

A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction

Jinlin Xiong, Peng Tian, Zihan Tao et al. · Energy · 2022 · 224 citations

Engineering, Machine Learning, Data Science +6

Potential environmental impacts of wind energy development: A global perspective

Muhammad Shahzad Nazir, Nisar Ali, Muhammad Bilal et al. · Current Opinion in Environmental Science & Health · 2020 · 180 citations

Climate Impact, Engineering, Wind Power Generation +7

Integrated framework of extreme learning machine (ELM) based on improved atom search optimization for short-term wind speed prediction

Lei Hua, Chu Zhang, Peng Tian et al. · Energy Conversion and Management · 2021 · 162 citations

Search Optimization, Forecasting Methodology, Engineering +9