1. A day-ahead economic scheduling of microgrids equipped with plug-in hybrid electric vehicles using modified shuffled frog leaping algorithm. (January 2021) Authors: Zeng, Xie; Nazir, Muhammad Shahzad; Khaksar, Mehrdad; Nishihara, Kentaro; Tao, Hai Journal: Journal of energy storage Issue: Volume 33(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction. (1st March 2023) Authors: Xiong, Jinlin; Peng, Tian; Tao, Zihan; Zhang, Chu; Song, Shihao; Nazir, Muhammad Shahzad Journal: Energy Issue: Volume 266(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A novel hybrid approach based on variational heteroscedastic Gaussian process regression for multi-step ahead wind speed forecasting. (March 2022) Authors: Zhang, Chu; Peng, Tian; Nazir, Muhammad Shahzad Journal: International journal of electrical power & energy systems Issue: Volume 136(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A novel MPPT controller in PV systems with hybrid whale optimization-PS algorithm based ANFIS under different conditions. (July 2021) Authors: Tao, Hai; Ghahremani, Mehrdad; Ahmed, Faraedoon Waly; Jing, Wang; Nazir, Muhammad Shahzad; Ohshima, Kentaro Journal: Control engineering practice Issue: Volume 112(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. An evolutionary deep learning model based on TVFEMD, improved sine cosine algorithm, CNN and BiLSTM for wind speed prediction. (1st September 2022) Authors: Zhang, Chu; Ma, Huixin; Hua, Lei; Sun, Wei; Nazir, Muhammad Shahzad; Peng, Tian Journal: Energy Issue: Volume 254:Part A(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting. (15th April 2021) Authors: Peng, Tian; Zhang, Chu; Zhou, Jianzhong; Nazir, Muhammad Shahzad Journal: Energy Issue: Volume 221(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. An integrated framework of gated recurrent unit based on improved sine cosine algorithm for photovoltaic power forecasting. (1st October 2022) Authors: Ma, Huixin; Zhang, Chu; Peng, Tian; Nazir, Muhammad Shahzad; Li, Yiman Journal: Energy Issue: Volume 256(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Assessment of loading phase change material into net meter building to boost excess electricity generation. (15th July 2022) Authors: Abdalla, Ahmed N.; El-Shafay, A.S.; Ju, Yongfeng; El-Rahman, Magda Abd; Nazir, Muhammad Shahzad; Sharifpur, Mohsen Journal: Journal of building engineering Issue: Volume 52(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Development and application of an evolutionary deep learning framework of LSTM based on improved grasshopper optimization algorithm for short-term load forecasting. (1st October 2022) Authors: Hu, Haowen; Xia, Xin; Luo, Yuanlin; Zhang, Chu; Nazir, Muhammad Shahzad; Peng, Tian Journal: Journal of building engineering Issue: Volume 57(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Evolutionary gate recurrent unit coupling convolutional neural network and improved manta ray foraging optimization algorithm for performance degradation prediction of PEMFC. (15th April 2023) Authors: Tao, Zihan; Zhang, Chu; Xiong, Jinlin; Hu, Haowen; Ji, Jie; Peng, Tian; Nazir, Muhammad Shahzad Journal: Applied energy Issue: Volume 336(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗