Electric load forecasting - Using Kernel-based modeling for nonlinear system identification

被引：92
|
作者：
Espinoza, Marcelo [1 ]
Suykens, Johan Ax [1 ]
Belmans, Ronnie [1 ]
De Moor, Bart [1 ]
机构：
[1] Univ London Imperial Coll Sci Technol & Med, London, England
来源：
IEEE CONTROL SYSTEMS MAGAZINE | 2007年 / 27卷 / 05期
关键词：
D O I：
10.1109/MCS.2007.904656
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页码：43 / 57
页数：15
相关论文
共 50 条
  • [1] Nonlinear Hybrid Systems Identification using Kernel-Based Techniques
    Scampicchio, Anna
    Giaretta, Alberto
    Pillonetto, Gianluigi
    [J]. IFAC PAPERSONLINE, 2018, 51 (15): : 269 - 274
  • [2] Blind system identification using kernel-based methods
    Bottegal, Giulio
    Risuleo, Riccardo S.
    Hjalmarsson, Hakan
    [J]. IFAC PAPERSONLINE, 2015, 48 (28): : 466 - 471
  • [3] A Spline Kernel-Based Approach for Nonlinear System Identification with Dimensionality Reduction
    Zhang, Wanxin
    Zhu, Jihong
    [J]. ELECTRONICS, 2020, 9 (06) : 1 - 11
  • [4] KBERG: A MatLab toolbox for nonlinear kernel-based regularization and system identification
    Mazzoleni, M.
    Scandella, M.
    Previdi, F.
    [J]. IFAC PAPERSONLINE, 2020, 53 (02): : 1231 - 1236
  • [5] Kernel-based Electric Vehicle Charging Load Modeling with Improved Latin Hypercube Sampling
    Liang, Ming
    Li, Wenyuan
    Yu, Juan
    Shi, Lefeng
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [6] Identification of contributing variables using kernel-based discriminant modeling and reconstruction
    Cho, Hyun-Woo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2007, 33 (02) : 274 - 285
  • [7] A kernel-based approach to Hammerstein system identification
    Risuleo, Riccardo S.
    Bottegal, Giulio
    Hjalmarsson, Hakan
    [J]. IFAC PAPERSONLINE, 2015, 48 (28): : 1011 - 1016
  • [8] On Robustness of Kernel-Based Regularized System Identification
    Khosravi, Mohammad
    Smith, Roy S.
    [J]. IFAC PAPERSONLINE, 2021, 54 (07): : 749 - 754
  • [9] A new kernel-based approach for system identification
    De Nicolao, Giuseppe
    Pillonetto, Gianluigi
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4510 - +
  • [10] On the estimation of initial conditions in kernel-based system identification
    Risuleo, Riccardo S.
    Bottegal, Giulio
    Hjalmarsson, Hakan
    [J]. 2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2015, : 1120 - 1125
12345