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:1/0  |  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)
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Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
PSO-LSSVM Prediction Model and Its MATLAB Implementation 会议论文
IOP Conference Series: Earth and Environmental Science, Guangzhou, China, December 20, 2019 - December 21, 2019
Authors:  Chen, Lili;  Duan, Lei;  Shi, Yanjun;  Du, Chenwei
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Forecasting  Particle swarm optimization (PSO)  Support vector machinesLeast squares support vector machines  Objective optimization  Prediction accuracy  Prediction model  
PSO-LSSVM Prediction Model and Its MATLAB Implementation 会议论文
7th Annual International Conference on Geo-Spatial Knowledge and Intelligence, GSKI 2019, Guangzhou, China
Authors:  Chen, Lili;  Duan, Lei;  Shi, Yanjun;  Du, Chenwei
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深度核极限学习机和相似性LSSVM时间序列预测模型研究 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  桑发文
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时间序列预测  极限学习机  深度学习  组合预测模型  相似性方法  
A Combined Model Based on Feature Selection and WOA for PM2.5 Concentration Forecasting 期刊论文
ATMOSPHERE, 2019, 卷号: 10, 期号: 4
Authors:  Zhao, Fang;  Li, WD(李维德)
Favorite  |  View/Download:27/0  |  Submit date:2019/10/18
Feature Selection (FS)  Whale Optimization Algorithm (WOA)  Least Squares Support Vector Machines (LSSVM)  AutoCorrelation Function (ACF)  PM2.5 forecasting  
Short-term electricity load forecasting based on feature selection and Least Squares Support Vector Machines 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 163, 页码: 159-173
Authors:  Yang, Ailing;  Li, WD(李维德);  Yang, Xuan
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Electricity load forecasting  Feature selection  Least squares support vector machines  Grey wolf optimization  Autocorrelations function  
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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基于蚱蜢优化和最小二乘支持向量机的电力负荷预测研究 学位论文
硕士, 兰州: 兰州大学, 2018
Authors:  张育凡
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电力负荷  预测  最小二乘支持向量机  智能优化  
基于正余弦优化和最小二乘支持向量机的气象预测研究 学位论文
硕士, 兰州: 兰州大学, 2018
Authors:  李文涛
Favorite  |  View/Download:7/0  |  Submit date:2019/01/18
正余弦算法  最小二乘支持向量机  经验模式分解  精细化预测  组合预测