兰州大学机构库

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The Combination Forecasting of Electricity Price Based on Price Spikes Processing: A Case Study in South Australia 期刊论文
ABSTR APPL ANAL, 2014, 页码: -
Authors:  Wang, JZ;  Xiao, L;  Shi, J;  Xiao, L (reprint author), Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R China.
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Multi-objective particle swarm optimization algorithm for multi-step electric load forecasting 期刊论文
Energies, 2020, 卷号: 13, 期号: 3
Authors:  Yang, Y(杨裔);  Shang, Zhihao;  Chen, Yao;  Chen, Yanhua
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electric load forecasting  extreme learning machine  recurrent neural network  support vector machines  multi-objective particle swarm optimization algorithm  
Research and application of hybrid wind-energy forecasting models based on cuckoo search optimization 期刊论文
Energies, 2019, 卷号: 12, 期号: 19
Authors:  Hou, Ru;  Yang, Y(杨裔);  Yuan, Qingcong;  Chen, Yanhua
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wind speed forecasting  data pre-analysis  parameter optimization  cuckoo search algorithm  
A Hybrid Forecasting Model Based on Bivariate Division and a Backpropagation Artificial Neural Network Optimized by Chaos Particle Swarm Optimization for Day-Ahead Electricity Price 期刊论文
ABSTR APPL ANAL, 2014, 页码: -
Authors:  Wang, ZL;  Liu, F;  Wu, J;  Wang, JZ;  Liu, F (reprint author), Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R China.
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Combined modeling for electric load forecasting with adaptive particle swarm optimization 期刊论文
ENERGY, 2010, 卷号: 35, 期号: 4, 页码: 1671-1678
Authors:  Wang, JZ;  Zhu, SL(朱素玲);  Zhang, WY(张文煜);  Lu, HY;  Zhu, SL (reprint author), Lanzhou Univ, Sch Math & Stat, Tianshuilu 222, Lanzhou 730000, Peoples R China.
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Load forecasting  Combined model  Adaptive particle swarm optimization  Forecasting accuracy  
A hybrid forecasting model based on outlier detection and fuzzy time series - A case study on Hainan wind farm of China 期刊论文
ENERGY, 2014, 卷号: 76, 页码: 526-541
Authors:  Wang, JZ;  Xiong, SH;  Xiong, SH (reprint author), Lanzhou Univ, Sch Math & Stat, Tianshui Rd 222, Lanzhou 730000, Gansu, Peoples R China.
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Outlier detection  ARMA  SPANN  Bivariate fuzzy time series  
Combining forecasts of electricity consumption in China with time-varying weights updated by a high-order Markov chain model 期刊论文
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2014, 卷号: 45, 页码: 80-91
Authors:  Zhao, WG;  Wang, JZ;  Lu, HY;  Wang, JZ (reprint author), Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R China.
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Monthly electricity consumption in China  Time-varying-weight combining method  High-order Markov chain model  Multi-step-ahead combination forecasting  Out-of-sample forecasting accuracy  
Hybrid Wind Speed Forecasting Model Study Based on SSA and Intelligent Optimized Algorithm 期刊论文
ABSTR APPL ANAL, 2014, 页码: -
Authors:  Zhang, WY(张文煜);  Su, ZY;  Zhang, HL;  Zhao, YR;  Zhao, ZY(赵争妍);  Zhang, WY (reprint author), Lanzhou Univ, Key Lab Arid Climat Change & Reducing Disaster Ga, Coll Atmospher Sci, Key Lab Semiarid Climate Change,Minist Educ, Lanzhou 730000, Peoples R China.
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The Ultra-Short-Term Forecasting of Global Horizonal Irradiance Based on Total Sky Images 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 21
Authors:  Jiang, Junxia;  Lv, Qingquan;  Gao, Xiaoqing
Adobe PDF(4833Kb)  |  Favorite  |    Submit date:2020/12/18
solar radiation  solar energy  irradiation  forecasting  image retrieval  Total Sky Imager  
Techniques of applying wavelet de-noising into a combined model for short-term load forecasting 期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 卷号: 62, 页码: 816-824
Authors:  Wang, JJ;  Wang, JZ;  Li, YN;  Zhu, SL(朱素玲);  Zhao, J;  Wang, JZ (reprint author), Dongbei Univ Finance & Econ, Sch Stat, Dalian 116025, Peoples R China.
Adobe PDF(1662Kb)  |  Favorite  |    Submit date:2015/12/16
STLF  Wavelet de-noising  SARIMA  BPNN  Combined model  WDCM