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)
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Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
Electricity price prediction based on hybrid model of adam optimized LSTM neural network and wavelet transform 期刊论文
Energy, 2019, 卷号: 187
Authors:  Chang, Z.;  Zhang, Y(张洋);  Chen, W.
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Component  Electricity price prediction  Wavelet transform  Long short-term memory  Adam  
A hybrid model for electricity price forecasting based on least square support vector machines with combined kernel 期刊论文
JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2018, 卷号: 10, 期号: 5
Authors:  Chen, Yanhua;  Li, Min;  Yang, Y(杨裔);  Li, CH(李彩虹);  Li, Yafei;  Li, L(李廉)
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基于小波变换和智能算法的电力负荷组合预测模型的研究与应用 学位论文
硕士, 兰州: 兰州大学, 2018
Authors:  梁怡雯
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小波去噪  最小二乘支持向量机  极限学习机  径向基函数神经网络  蚁狮优化算法  电力负荷预测  
基于数据预处理和人工智能优化的组合预测模型的研究及应用 学位论文
硕士, 兰州: 兰州大学, 2017
Authors:  王亚宸
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数据预处理  小波降噪  粒子群优化  最小二乘支持向量机  电力负荷预测  电价预测  
基于神经网络的短期电力负荷组合 预测方法研究 学位论文
硕士, 兰州: 兰州大学, 2017
Authors:  段晶晶
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短期负荷预测  经验模态分解  季节指数  广义回归神经网络  Elman神经网络  最小二乘支持向量机  
基于BP神经网络的混合预测模型的实例研究 学位论文
硕士, 兰州: 兰州大学, 2015
Authors:  熊盛华
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BP神经网络  异常值检测  粒子群算法  布谷鸟算法  模糊时间序列  
A New Hybrid Model Based on Data Preprocessing and an Intelligent Optimization Algorithm for Electrical Power System Forecasting 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2015
Authors:  Jiang, P;  Ma, XJ;  Liu, F;  Ma, XJ (reprint author), Dongbei Univ Finance & Econ, Sch Stat, Dalian 116025, Liaoning, Peoples R China.
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Short-term load forecasting using a kernel-based support vector regression combination model 期刊论文
APPLIED ENERGY, 2014, 卷号: 132, 页码: 602-609
Authors:  Che, JX;  Wang, JZ;  Che, JX (reprint author), NanChang Inst Technol, Coll Sci, Nanchang 330099, Jiangxi, Peoples R China.
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Short-term load forecasting  Kernel  Support vector regression  Combination model  Selection algorithm  
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.
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STLF  Wavelet de-noising  SARIMA  BPNN  Combined model  WDCM