학술논문

1. ARTICLE

An evolutionary stacked generalization model based on deep learning and improved grasshopper optimization algorithm for predicting the remaining useful life of PEMFC

저자: by Zhang, Chu ^{a, b, ⁎}; Hu, Haowen ^a; Ji, Jie ^a; Liu, Kang ^a; Xia, Xin ^c; Nazir, Muhammad Shahzad ^a; Peng, Tian ^a
소스: In Applied Energy 15 January 2023 330 Part A

2. ARTICLE

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

저자: by Xiong, Jinlin ^a; Peng, Tian ^{a, b, ∗}; Tao, Zihan ^a; Zhang, Chu ^{a, b}; Song, Shihao ^a; Nazir, Muhammad Shahzad ^a
소스: In Energy 1 March 2023 266

3. ARTICLE

A novel integrated photovoltaic power forecasting model based on variational mode decomposition and CNN-BiGRU considering meteorological variables

저자: by Zhang, Chu ^{a, b}; Peng, Tian ^{a, ⁎}; Nazir, Muhammad Shahzad ^a
소스: In Electric Power Systems Research December 2022 213

4. ARTICLE

Research and application of an evolutionary deep learning model based on improved grey wolf optimization algorithm and DBN-ELM for AQI prediction

저자: by Li, Yiman ^a; Peng, Tian ^{a, b, ⁎}; Hua, Lei ^a; Ji, Chunlei ^a; Ma, Huixin ^a; Nazir, Muhammad Shahzad ^a; Zhang, Chu ^{a, b}
소스: In Sustainable Cities and Society December 2022 87

5. ARTICLE

A multi-scale evolutionary deep learning model based on CEEMDAN, improved whale optimization algorithm, regularized extreme learning machine and LSTM for AQI prediction

저자: by Ji, Chunlei ^a; Zhang, Chu ^{a, b, ∗}; Hua, Lei ^a; Ma, Huixin ^a; Nazir, Muhammad Shahzad ^a; Peng, Tian ^{a, b}
소스: In Environmental Research December 2022 215 Part 1

6. ARTICLE

Study of energy scheduling and optimal cost management of a new structure CCHP system: A case study supplying energy for a chemical enterprise in Jiangsu Province

저자: by JI, Jie ^{a, ⁎}; Qin, Jingxin ^a; Ji, Rundong ^b; Huang, Hui ^a; Wang, Fucheng ^a; Nazir, Muhammad Shahzad ^a; Zhou, Mengxiong ^a; Wang, Yaodong ^c
소스: In Energy Reports November 2022 8:14499-14515

7. ARTICLE

Prediction of the exergy performance of a hybrid photovoltaic/thermal-thermal wheel system using an optimal artificial neural network

저자: by Wang, Suqi ^{a, ⁎}; Bagherzadeh, Seyed Amin ^{b, c}; Abdalla, Ahmed N. ^{d, e}; Nazir, Muhammad Shahzad ^f
소스: In Sustainable Energy Technologies and Assessments October 2022 53 Part C

8. ARTICLE

Development and application of an evolutionary deep learning framework of LSTM based on improved grasshopper optimization algorithm for short-term load forecasting

저자: by Hu, Haowen ^a; Xia, Xin ^b; Luo, Yuanlin ^c; Zhang, Chu ^a; Nazir, Muhammad Shahzad ^a; Peng, Tian ^{a, ∗}
소스: In Journal of Building Engineering 1 October 2022 57

9. ARTICLE

An integrated framework of gated recurrent unit based on improved sine cosine algorithm for photovoltaic power forecasting

저자: by Ma, Huixin ^a; Zhang, Chu ^{a, b, ∗}; Peng, Tian ^{a, b}; Nazir, Muhammad Shahzad ^a; Li, Yiman ^a
소스: In Energy 1 October 2022 256

10. ARTICLE

Evolutionary quantile regression gated recurrent unit network based on variational mode decomposition, improved whale optimization algorithm for probabilistic short-term wind speed prediction

저자: by Zhang, Chu ^{a, b}; Ji, Chunlei ^a; Hua, Lei ^a; Ma, Huixin ^a; Nazir, Muhammad Shahzad ^a; Peng, Tian ^{a, b, ∗}
소스: In Renewable Energy September 2022 197:668-682

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