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)
Favorite  |  View/Download:7/0  |  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:10/0  |  Submit date:2020/07/13
PM10 and PM2  5S  machine learning  neural network model  Elman  PSO  ESN  SACBP  
Online Blind Equalization for QAM Signals Based on Prediction Principle via Complex Echo State Network 期刊论文
IEEE COMMUNICATIONS LETTERS, 2020, 卷号: 24, 期号: 6, 页码: 1338-1341
Authors:  Yang, L(杨凌);  Han, Qin;  Du, J(杜娟);  Cheng, Li;  Li, Qingqing;  Zhao, Aonan
Favorite  |  View/Download:7/0  |  Submit date:2020/07/21
Blind equalizers  Quadrature amplitude modulation  Reservoirs  Prediction algorithms  Neural networks  Mathematical model  Nonlinear distortion  Blind equalization  predictive error filter  complex echo state network  Kalman filter  
Online blind equalization algorithm with echo state network based on prediction principle 期刊论文
Tongxin Xuebao/Journal on Communications, 2020, 卷号: 41, 期号: 3, 页码: 145-153
Authors:  Yang, Ling;  Han, Qin;  Cheng, Li;  Zhao, Aonan;  Du, Juan
Favorite  |  View/Download:3/0  |  Submit date:2020/08/30
基于STL-ADABOOST-ESN组合模型在全国HIV月发病数预测中的应用 期刊论文
中华疾病控制杂志, 2020, 卷号: 24, 期号: 1, 页码: 79-84,89
Authors:  秦览;  陈继军;  于国伟
Favorite  |  View/Download:2/0  |  Submit date:2020/08/04
发病数预测  季节调整方法  状态回声网络  集成框架  
Effective passenger flow forecasting using STL and ESN based on two improvement strategies 期刊论文
NEUROCOMPUTING, 2019, 卷号: 356, 页码: 244-256
Authors:  Qin, Lan;  Li, WD(李维德);  Li, Shijia
Favorite  |  View/Download:9/0  |  Submit date:2020/05/18
Passenger flow prediction  Seasonal-trend decomposition procedures based on loess(STL)  Echo state network(ESN)  Grasshopper optimization algorithm(GOA)  Adaptive boosting(Adaboost)  
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:6/0  |  Submit date:2019/10/25
Hybrid model  ESN  Optimization algorithm  Combined model  Wind speed forecasting  
Online Blind Equalization Algorithm for Satellite Channel Based on Echo State Network 期刊论文
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2019, 卷号: 41, 期号: 10, 页码: 2334-2341
Authors:  Yang, L(杨凌);  Zhao, Bin;  Chen, Liang;  Li, Yuan;  Zhang, Guolong
Favorite  |  View/Download:1/0  |  Submit date:2020/07/07
基于回声状态网络的卫星信道盲均衡方法研究 学位论文
硕士, 兰州: 兰州大学, 2018
Authors:  杜晟磊
Favorite  |  View/Download:7/0  |  Submit date:2019/01/18
卫星信道  回声状态网络  盲均衡  预测原理  支持向量回归  
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
Favorite  |  View/Download:12/0  |  Submit date:2019/01/18
奇异谱分析  多步向前预测  神经网络  短期风速预测