兰州大学机构库

Browse/Search Results:  1-10 of 48 Help

Selected(0)Clear Items/Page:    Sort:
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:3/0  |  Submit date:2020/08/29
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
7th Annual International Conference on Geo-Spatial Knowledge and Intelligence, GSKI 2019, Guangzhou, China
Authors:  Chen, Lili;  Duan, Lei;  Shi, YJ(石彦军);  Du, Chenwei
Favorite  |  View/Download:1/0  |  Submit date:2020/08/31
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:7/0  |  Submit date:2019/10/18
Feature Selection (FS)  Whale Optimization Algorithm (WOA)  Least Squares Support Vector Machines (LSSVM)  AutoCorrelation Function (ACF)  PM2.5 forecasting  
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
Favorite  |  View/Download:4/0  |  Submit date:2020/01/16
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  
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
Favorite  |  View/Download:3/0  |  Submit date:2019/10/24
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)
Favorite  |  View/Download:6/0  |  Submit date:2019/10/28
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
Favorite  |  View/Download:8/0  |  Submit date:2019/01/18
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  
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
Favorite  |  View/Download:8/0  |  Submit date:2019/01/18
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  
基于机器学习的时间序列预测方法研究与应用 学位论文
博士, 兰州: 兰州大学, 2017
Authors:  陈艳华
Favorite  |  View/Download:9/0  |  Submit date:2019/01/18
时间序列预测  机器学习  组合预测方法  混合预测方法