Muhammad Shahzad Nazir

According to our database, Muhammad Shahzad Nazir authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

An integrative approach to enhance photovoltaic power forecasting via TimeGAN-augmented data balancing and DES-improved autoformer model.

Tian Peng, Changwen Ma, Zhao Zhang, Rui He, Muhammad Shahzad Nazir, Chu Zhang

Comput. Electr. Eng., 2026

2025

An Effective AFNIS-MPPT-Based Method for Optimizing Hybrid Energy Harvesting Systems.

Muhammad Saqib, Ghulam Sarwar Kaloi, Mehr Gul, Muhammad Shahzad Nazir, Mohsin Ali Koondhar, Lutfi Albasha, Faisal Alsaif

IEEE Access, 2025

2023

Metaheuristic evolutionary deep learning model based on temporal convolutional network, improved aquila optimizer and random forest for rainfall-runoff simulation and multi-step runoff prediction.

Xiujie Qiao, Tian Peng, Na Sun, Chu Zhang, Qianlong Liu, Yue Zhang, Yuhan Wang, Muhammad Shahzad Nazir

Expert Syst. Appl., November, 2023

Developing an evolutionary deep learning framework with random forest feature selection and improved flow direction algorithm for NOx concentration prediction.

Huixin Ma, Tian Peng, Chu Zhang, Chunlei Ji, Yiman Li, Muhammad Shahzad Nazir

Eng. Appl. Artif. Intell., 2023

2021

Optimal Economic Modelling of Hybrid Combined Cooling, Heating, and Energy Storage System Based on Gravitational Search Algorithm-Random Forest Regression.

Muhammad Shahzad Nazir, Sami ud Din, Wahab Ali Shah, Majid Ali, Ali Yousaf Kharal, Ahmed N. Abdalla, Padmanaban Sanjeevikumar

Complex., 2021

2020

System Design and Optimisation Study on a Novel CCHP System Integrated with a Hybrid Energy Storage System and an ORC.

Jie Ji, Zujun Ding, Xin Xia, Yeqin Wang, Hui Huang, Chu Zhang, Tian Peng, Xiaolu Wang, Muhammad Shahzad Nazir, Yue Zhang, Baolian Liu, Xiaoying Jia, Ruisheng Li, Yaodong Wang

Complex., 2020