兰州大学机构库

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A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm 期刊论文
NEURAL PROCESSING LETTERS, 2020, 卷号: 52, 期号: 2, 页码: 1207-1232
Authors:  Shang, Zhihao;  He, Zhaoshuang;  Song, Yanru;  Yang, Y(杨裔);  Li, L(李廉);  Chen, Yanhua
Favorite  |  View/Download:11/0  |  Submit date:2020/12/16
Short-term electric load forecasting  Electricity price forecasting  LSSVM  ELM  GRNN  WOA  
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:27/0  |  Submit date:2020/08/29
Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
A novel combined model based on echo state network - a case study of PM10 and PM2.5 prediction in China 期刊论文
ENVIRONMENTAL TECHNOLOGY, 2020, 卷号: 41, 期号: 15, 页码: 1937-1949
Authors:  Zhang, Hairui;  Shang, Zhihao;  Song, Yanru;  He, Zhaoshuang;  Li, L(李廉)
Favorite  |  View/Download:18/0  |  Submit date:2020/07/13
PM10 and PM2  5S  machine learning  neural network model  Elman  PSO  ESN  SACBP  
A novel combined model based on echo state network–a case study of PM10 and PM2.5 prediction in China 期刊论文
Environmental Technology (United Kingdom), 2020, 卷号: 41, 期号: 15, 页码: 1937-1949
Authors:  Zhang, Hairui;  Shang, Zhihao;  Song, Yanru;  He, Zhaoshuang;  Li, L(李廉)
Favorite  |  View/Download:10/0  |  Submit date:2020/12/16
Backpropagation  Forecasting  Heavy metals  Particle swarm optimization (PSO)  Simulated annealingCombined neural networks  Echo state networks  Environmental quality  Neural network model  Optimal combination  Particulate Matter  Prediction performance  Simulated annealing algorithms  
Combining forward with recurrent neural networks for hourly air quality prediction in Northwest of China 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2020
Authors:  Zhao, ZL(赵志立);  Qin, Jian;  He, Zhaoshuang;  Li, Huan;  Yang, Y(杨裔);  Zhang, RS(张瑞生)
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Air quality  Machine learning  Serial data  SSA  Sliding window  Neural network  
A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm 期刊论文
Applied Mathematical Modelling, 2019, 卷号: 76, 页码: 717-740
Authors:  He, Zhaoshuang;  Chen, Yanhua;  Shang, Zhihao;  Li, CH(李彩虹);  Li, L(李廉);  Xu, Mingliang
Favorite  |  View/Download:6/0  |  Submit date:2020/08/06
Wind speed forecasting  Multi-objective particle swarm optimization  Echo state network  Moving window  Combined model  
A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2019, 卷号: 179, 页码: 13-29
Authors:  Chen, Yanhua;  He, Zhaoshuang;  Shang, Zhihao;  Li, CH(李彩虹);  Li, L(李廉);  Xu, Mingliang
Favorite  |  View/Download:11/0  |  Submit date:2019/10/25
Hybrid model  ESN  Optimization algorithm  Combined model  Wind speed forecasting  
A hybrid forecasting system based on multi-objective optimization for predicting short-term electricity load 期刊论文
Journal of Renewable and Sustainable Energy, 2019, 卷号: 11, 期号: 6
Authors:  Song, Yanru;  Yang, Y(杨裔);  He, Zhaoshuang;  Li, CH(李彩虹);  Li, L(李廉)
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基于多步向前预测和人工智能的组合算法的研究和应用 学位论文
硕士, 兰州: 兰州大学, 2017
Authors:  何兆爽
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奇异谱分析  多步向前预测  神经网络  短期风速预测  
A Hybrid Model Equipped with the Minimum Cycle Decomposition Concept for Short-Term Forecasting of Electrical Load Time Series 期刊论文
NEURAL PROCESSING LETTERS, 2017, 卷号: 46, 期号: 3, 页码: 1059-1081
Authors:  He, Zhaoshuang;  Li, CH(李彩虹);  Shen, Yulin;  He, AP(何安平)
Favorite  |  View/Download:28/0  |  Submit date:2018/09/28
Electricity load forecasting  Ensemble empirical mode decomposition  Neural networks  Wavelet neural network  Mind evolutionary computation  Time series