兰州大学机构库

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A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020
Authors:  Zhang, Hairui;  Yang, Y(杨裔);  Zhang, Yu;  He, Zhaoshuang;  Yuan, Wei;  Yang, Yong;  Qiu, Wan;  Li, L(李廉)
Favorite  |  View/Download:12/0  |  Submit date:2020/08/29
Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
Convergence in temperature sensitivity of soil respiration: Evidence from the Tibetan alpine grasslands 期刊论文
SOIL BIOLOGY & BIOCHEMISTRY, 2018, 卷号: 122, 页码: 50-59
Authors:  Wang, Yonghui;  Song, Chao;  Yu, Lingfei;  Mi, Zhaorong;  Wang, Shiping;  Zeng, Hui;  Fang, Changming;  Li, Jingyi;  He, Jin-Sheng
Favorite  |  View/Download:7/0  |  Submit date:2019/11/05
Soil respiration  Singular Spectrum Analysis  Temperature sensitivity  Substrate availability  Q(10)  Climate-carbon model  
Two combined forecasting models based on singular spectrum analysis and intelligent optimized algorithm for short-term wind speed 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 1, 页码: 1-19
Authors:  Jiang, Ping;  Li, Ranran;  Zhang, Kequan
Favorite  |  View/Download:3/0  |  Submit date:2019/11/14
Combined models  Decomposition  Optimization  Singular spectrum analysis  Wind speed forecast  Wind energy  
Short-term electric load forecasting based on singular spectrum analysis and support vector machine optimized by Cuckoo search algorithm 期刊论文
ELECTRIC POWER SYSTEMS RESEARCH, 2017, 卷号: 146, 页码: 270-285
Authors:  Zhang, Xiaobo;  Wang, Jianzhou;  Zhang, Kequan
Favorite  |  View/Download:14/0  |  Submit date:2018/09/18
Singular spectrum analysis  Cuckoo search algorithm  Support vector machine  Electric load forecasting  Forecasting validity  
An innovative hybrid model based on data pre-processing and modified optimization algorithm and its application inwind speed forecasting 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 7
Authors:  Jiang, Ping;  Wang, Zeng;  Zhang, Kequan;  Yang, Wendong
Favorite  |  View/Download:12/0  |  Submit date:2018/09/18
back propagation (BP)  forecasting accuracy  modified firefly algorithm  wind speed  singular spectrum analysis  
A Hybrid Multi-Step Rolling Forecasting Model Based on SSA and Simulated Annealing-Adaptive Particle Swarm Optimization for Wind Speed 期刊论文
SUSTAINABILITY, 2016, 卷号: 8, 期号: 8
Authors:  Du, P;  Jin, Y;  Zhang, KQ;  Jin, Y (reprint author), Dongbei Univ Finance & Econ, Sch Stat, Dalian 116025, Peoples R China.
Favorite  |  View/Download:58/0  |  Submit date:2017/01/16
renewable and sustainable energy  multi-step rolling wind speed forecasting  singular spectrum analysis  APSOSA algorithm  
An innovative integrated model using the singular spectrum analysis and nonlinear multi-layer perceptron network optimized by hybrid intelligent algorithm for short-term load forecasting 期刊论文
APPLIED MATHEMATICAL MODELLING, 2016, 卷号: 40, 期号: 5-6, 页码: 4079-4093
Authors:  Niu, Mingfei;  Sun, Shaolong;  Wu, Jing;  Yu, Lean;  Wang, Jianzhou
Favorite  |  View/Download:29/0  |  Submit date:2017/01/12
Longitudinal data selection  Non-linear multi-layer perceptron  Singular spectrum analysis  Parallel algorithm  Integrated method  
Multivariate linear wind speed forecast method based on the SSA and WRF model 会议论文
Applied Mechanics and Materials, Shenzhen, China, December 28, 2013 - December 29, 2013
Authors:  Zhao, Yan Ru;  Zhang, Hong Li;  Su, Zhong Yue;  Zhang, Wen Yu
Favorite  |  View/Download:32/0  |  Submit date:2017/01/18
Weather forecasting  Electric power generation  Energy conservation  Forecasting  Linear regression  Mean square error  Spectrum analysis  Wind  Wind power  Electric power development  MLR  Multiple linear regressions  Root mean square errors  Singular spectrum analysis  SSA  Wind speed  WRF  
A singular spectrum analysis on Holocene climatic oscillation from lake sedimentary record in Minqin Basin; China 期刊论文
Chinese Journal of Oceanology and Limnology, 2007, 卷号: 25, 期号: 2, 页码: 149-156
Authors:  Jin LY(靳立亚);  Chen FH(陈发虎);  Ding XJ(丁小俊);  Zhu Y(朱艳)
Favorite  |  View/Download:17/0  |  Submit date:2016/08/06
Quaternary Holocene  lake sediment  climatic change  oscillation analysis  singular spectrum analysis  proxy record