1.MIG-EWPFS: An ensemble probabilistic wind speed forecasting system integrating multi-dimensional feature extraction, hybrid quantile regression, and Knee improved multi-objective optimization

Xing, QY, Huang, XJ,     More...

Xing, QY, Huang, XJ, Wang, K, Wang, JZ, Wang, S     Less

ENERGY[0360-5442], Published 2025, Volume 324,

收錄情况： WOS SCOPUS

WOS核心合集引用: 4  2024影響因子:  9.4 

2.Efficient interpretable wind speed prediction system

Shi, Xinjie, Wang, J     More...

Shi, Xinjie, Wang, Jianzhou, Li, Zhiwu, Zhang, Wenliang     Less

Energy[0360-5442], Published 2025, Volume 335,

收錄情况： WOS SCOPUS

WOS核心合集引用: 1  2024影響因子:  9.4 

3.Joint probability prediction of multi-site wind power based on multi-model collaborative heterogeneity

Chen, YM, Wang, JZ,     More...

Chen, YM, Wang, JZ, Li, ZW     Less

ENERGY[0360-5442], Published 2025, Volume 340,

收錄情况： WOS SCOPUS

WOS核心合集引用: 0  2024影響因子:  9.4 

4.Point and interval wind speed forecasting of multivariate time series based on dual-layer LSTM

Zhang, Haipeng, Wang     More...

Zhang, Haipeng, Wang, Jianzhou, Qian, Yuansheng, Li, Qiwei     Less

Energy[0360-5442], Published 2024, Volume 294,

收錄情况： WOS SCOPUS

WOS核心合集引用: 28  2024影響因子:  9.4  发表年影響因子:  9.4 

5.Enhancing hourly electricity forecasting using fuzzy cognitive maps with sample entropy

Li, SJ, Wang, JZ, Zh     More...

Li, SJ, Wang, JZ, Zhang, H, Liang, Y     Less

ENERGY[0360-5442], Published 2024, Volume 298,

收錄情况： WOS SCOPUS

WOS核心合集引用: 8  2024影響因子:  9.4  发表年影響因子:  9.4 

6.A robust time-varying weight combined model for crude oil price forecasting

Liu, LL, Zhou, SY, J     More...

Liu, LL, Zhou, SY, Jie, Q, Du, P, Xu, Y, Wang, JZ     Less

ENERGY[0360-5442], Published 2024, Volume 299,

收錄情况： WOS SCOPUS

WOS核心合集引用: 12  2024影響因子:  9.4  发表年影響因子:  9.4 

7.A paradigm shift in solar energy forecasting: A novel two-phase model for monthly residential consumption

Xu, Y, Yu, Q, Du, P,     More...

Xu, Y, Yu, Q, Du, P, Wang, JZ     Less

ENERGY[0360-5442], Published 2024, Volume 305,

收錄情况： WOS SCOPUS

WOS核心合集引用: 4  2024影響因子:  9.4  发表年影響因子:  9.4 

8.A multivariable hybrid prediction system of wind power based on outlier test and innovative multi-objective optimization

Guo, HG, Wang, JZ, L     More...

Guo, HG, Wang, JZ, Li, ZW, Jin, Y     Less

ENERGY[0360-5442], Published 2022, Volume 239,

收錄情况： WOS SCOPUS

WOS核心合集引用: 37  2024影響因子:  9.4  发表年影響因子:  8.9 

9.A novel combined forecasting model based on neural networks, deep learning approaches, and multi-objective optimization for short-term wind speed forecasting

Wang, Jianzhou, An,     More...

Wang, Jianzhou, An, Yining, Li, Zhiwu, Lu, Haiyan     Less

Energy[0360-5442], Published 2022, Volume 251,

收錄情况： WOS SCOPUS

WOS核心合集引用: 47  2024影響因子:  9.4  发表年影響因子:  8.9 

10.A novel combined model for wind speed prediction - Combination of linear model, shallow neural networks, and deep learning approaches

Wang, S, Wang, JZ, L     More...

Wang, S, Wang, JZ, Lu, HY, Zhao, WG     Less

ENERGY[0360-5442], Published 2021, Volume 234,

收錄情况： WOS SCOPUS

WOS核心合集引用: 90  2024影響因子:  9.4  发表年影響因子:  8.857 

11.Design of a combined system based on two-stage data preprocessing and multi-objective optimization for wind speed prediction

Wang, Y, Wang, JZ, L     More...

Wang, Y, Wang, JZ, Li, ZW, Yang, HF, Li, HM     Less

ENERGY[0360-5442], Published 2021, Volume 231,

收錄情况： WOS SCOPUS

WOS核心合集引用: 50  2024影響因子:  9.4  发表年影響因子:  8.857 

12.Comparison of seven methods for determining the optimal statistical distribution parameters: A case study of wind energy assessment in the large-scale wind farms of China

Wang, JZ, Huang, XJ,     More...

Wang, JZ, Huang, XJ, Li, QW, Ma, XJ     Less

ENERGY[0360-5442], Published 2018, Volume 164, Pages 432-448

收錄情况： WOS SCOPUS

WOS核心合集引用: 58  2024影響因子:  9.4  发表年影響因子:  5.537 

13.Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system

Wang, JZ, Yang, WD,     More...

Wang, JZ, Yang, WD, Du, P, Li, YF     Less

ENERGY[0360-5442], Published 2018, Volume 148, Pages 59-78

收錄情况： WOS SCOPUS

WOS核心合集引用: 116  2024影響因子:  9.4  发表年影響因子:  5.537 

14.Analysis and forecasting of the oil consumption in China based on combination models optimized by artificial intelligence algorithms

Li, JR, Wang, R, Wan     More...

Li, JR, Wang, R, Wang, JZ, Li, YF     Less

ENERGY[0360-5442], Published 2018, Volume 144, Pages 243-264

收錄情况： WOS SCOPUS

WOS核心合集引用: 56  2024影響因子:  9.4  发表年影響因子:  5.537 

15.Research and application of a combined model based on multi objective optimization for multi-step ahead wind speed forecasting

Wang, JZ, Heng, JN,     More...

Wang, JZ, Heng, JN, Xiao, LY, Wang, C     Less

ENERGY[0360-5442], Published 2017, Volume 125, Pages 591-613

收錄情况： WOS SCOPUS

WOS核心合集引用: 115  2024影響因子:  9.4  发表年影響因子:  4.968 

16.Short-term wind speed forecasting using a hybrid model

Jiang, P, Wang, Y, W     More...

Jiang, P, Wang, Y, Wang, JZ     Less

ENERGY[0360-5442], Published 2017, Volume 119, Pages 561-577

收錄情况： WOS SCOPUS

WOS核心合集引用: 110  2024影響因子:  9.4  发表年影響因子:  4.968 

17.A robust combination approach for short-term wind speed forecasting and analysis - Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model

Wang, JZ, Hu, JM     More...

Wang, JZ, Hu, JM     Less

ENERGY[0360-5442], Published 2015, Volume 93, Pages 41-56

收錄情况： WOS SCOPUS

WOS核心合集引用: 259  2024影響因子:  9.4  发表年影響因子:  4.292 

18.Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

Hu, JM, Wang, JZ     More...

Hu, JM, Wang, JZ     Less

ENERGY[0360-5442], Published 2015, Volume 93, Pages 1456-1466

收錄情况： WOS SCOPUS

WOS核心合集引用: 184  2024影響因子:  9.4  发表年影響因子:  4.292 

19.A hybrid wind speed forecasting model based on phase space reconstruction theory and Markov model: A case study of wind farms in northwest China

Wang, Y, Wang, JZ, W     More...

Wang, Y, Wang, JZ, Wei, X     Less

ENERGY[0360-5442], Published 2015, Volume 91, Pages 556-572

收錄情况： WOS SCOPUS

WOS核心合集引用: 124  2024影響因子:  9.4  发表年影響因子:  4.292 

20.A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

Xiao, LY, Wang, JZ,     More...

Xiao, LY, Wang, JZ, Hou, R, Wu, J     Less

ENERGY[0360-5442], Published 2015, Volume 82, Pages 524-549

收錄情况： WOS SCOPUS

WOS核心合集引用: 117  2024影響因子:  9.4  发表年影響因子:  4.292