Development of a Non-Iterative Macromodeling Technique by Data Integration and Least Square Method

被引:4
|
作者
Sedaghat, M. [1 ]
Firouzeh, Z. H. [1 ]
Aliakbarian, H. [2 ]
机构
[1] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan, Iran
[2] KN Toosi Univ Technol, Dept Elect Engn, Tehran, Iran
来源
INTERNATIONAL JOURNAL OF ENGINEERING | 2021年 / 34卷 / 11期
基金
美国国家科学基金会;
关键词
Data Integration; Least Square Method; Macromodeling; TRANSMISSION-LINE MODEL; PASSIVE MACROMODELS; MULTIPORT SYSTEMS; ORDER REDUCTION; SIMULATION;
D O I
10.5829/ije.2021.34.11b.04
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a new method is introduced to synthesize the original data obtained from simulation or measurement results in the form of a rational function. The integration of the available data is vital to the performance of the proposed method. The values of poles and residues of the rational model are determined by solving the system of linear equations using conventional Least Square Method (LSM). To ensure the stability condition of the provided model, a controller coefficient is considered. Also, using this parameter, the designer can increase the stability margin of a system with poor stability conditions. The introduced method has the potential to be used for a wide range of practical applications since there is no specific restriction on the use of this method. The only requirement that should be considered is Dirichlet condition for the original data, usually the case for physical systems. To verify the performances of the proposed method, several application test cases were investigated and the obtained results were compared with those gathered by the well-known vector fitting algorithm. Also, the examinations showed that the method is efficient in the presence of noisy data.
引用
收藏
页码:2408 / 2417
页数:10
相关论文
共 50 条
  • [1] Development of a non-iterative macromodeling technique by data integration and least square method
    Sedaghat M.
    Firouzeh Z.H.
    Aliakbarian H.
    [J]. International Journal of Engineering, Transactions B: Applications, 2021, 34 (11):
  • [2] Filter Design Based on A Novel Non-iterative Least Square Method with Adjustable Parameter
    Chen, Jie
    Yin, Yingzeng
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2018,
  • [3] A Non-Iterative Method Based on Fast Fourier Transform and Least Square for Fault Locating in DC Microgrids
    Asl, Dariush Keihan
    Hamedi, Alireza
    Shadaei, Maral
    Samet, Haidar
    Ghanbari, Teymoor
    [J]. 2020 20TH IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2020 4TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC/I&CPS EUROPE), 2020,
  • [4] Non-iterative stress integration method for anisotropic materials
    Yoon, Seongyong
    Barlat, Frederic
    [J]. INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2023, 242
  • [5] Development a New Array Factor Synthesizing Technique by Pattern Integration and Least Square Method
    Alijani, Mohammad G. H.
    Neshati, Mohammad H.
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2018, 66 (12) : 6869 - 6874
  • [6] A Non-iterative Partial Least Squares Algorithm for Supervised Learning with Collinear Data
    Qin, S. Joe
    [J]. 2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 3683 - 3688
  • [7] The non-iterative transformation method
    Fazio, Riccardo
    [J]. INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 2019, 114 : 41 - 48
  • [8] Projective Mapping: A non-iterative method for the layout of multidimensional data
    Assiter, KV
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, PROCEEDINGS: COMPUTER SCI I, 2002, : 1 - 4
  • [9] Non-iterative method for camera calibration
    Hong, Yuzhen
    Ren, Guoqiang
    Liu, Enhai
    [J]. OPTICS EXPRESS, 2015, 23 (18): : 23992 - 24003
  • [10] ElliFit: An unconstrained, non-iterative, least squares based geometric Ellipse Fitting method
    Prasad, Dilip K.
    Leung, Maylor K. H.
    Quek, Chai
    [J]. PATTERN RECOGNITION, 2013, 46 (05) : 1449 - 1465