System Identification

System Identification is the academic discipline within systems modeling and process control that systematically develops and validates mathematical models of dynamic systems based on observed input-output data, distinguishing itself from other modeling approaches by its reliance on empirical data rather than first-principles analysis.

19.8K

Publications

1.1M

Citations

31.8K

Authors

4.8K

Institutions

Publications per year

2017–2026

4.7K

Variants

System IdSystems Identification

Parents

Process ControlSystems Modeling

Children

Adaptive System IdentificationBayesian System IdentificationBlack-box IdentificationClosed-loop IdentificationDistributed Parameter System IdentificationFault-tolerant IdentificationFrequency-domain IdentificationGrey-box IdentificationHammerstein ModelsHammerstein-wiener Models

Publications

19.8K

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

Donald W. Marquardt · Journal of the Society for Industrial and Applied Mathematics · 1963 · 30.4K citations

Natural Sciences, Computational Engineering, Optimization +11

Fuzzy identification of systems and its applications to modeling and control

Tomohiro Takagi, Michio Sugeno · IEEE Transactions on Systems Man and Cybernetics · 1985 · 19.4K citations

Engineering, Industrial Engineering, Systems Engineering +16

ANFIS: adaptive-network-based fuzzy inference system

Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics · 1993 · 16.2K citations

Computing, Computer Science, Systems Engineering +17

System identification—Theory for the user

Naresh K. Sinha · Automatica · 1989 · 9.2K citations

Engineering, Computer Science, Systems Engineering +10

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16

1–5 of 19.8K

Authors

31.8K

FD
Feng Ding
Jiangnan University, China
258 publications · 21.8K citations
90
h-index
LL
Lennart Ljung
Linköping University, Sweden
188 publications · 18.4K citations
64
h-index
LX
Ling Xu
Jiangnan University, China
55 publications · 5.6K citations
44
h-index
MV
Michel Verhaegen
Delft University of Technology, Netherlands
104 publications · 7.5K citations
42
h-index
SB
S.A. Billings
University of Sheffield, United Kingdom
86 publications · 9.5K citations
41
h-index

1–5 of 31.8K

Institutions

4.8K

1–8 of 4.8K

Venues

Automatica
873 publications · 83.7K citations
136
h-index
IEEE Transactions on Automatic Control
812 publications · 65.2K citations
125
h-index
International Journal of Control
411 publications · 29.7K citations
82
h-index
IEEE Transactions on Power Systems
276 publications · 19.9K citations
75
h-index
Mechanical Systems and Signal Processing
MSSP · 377 publications · 21.9K citations
70
h-index

1–5