Results 101 to 110 of about 3,247,690 (230)

Longitudinal Tire Force Estimation Method for 4WIDEV Based on Data-Driven Modified Recursive Subspace Identification Algorithm

open access: yesAlgorithms
For the longitudinal tire force estimation problem of four-wheel independent drive electric vehicles (4WIDEVs), traditional model-based observers have limitations such as high modeling complexity and strong parameter sensitivity, while pure data-driven ...
Xiaoyu Wang, Te Chen, Jiankang Lu
doaj   +1 more source

N2SID: Nuclear Norm Subspace Identification

open access: yes, 2015
The identification of multivariable state space models in innovation form is solved in a subspace identification framework using convex nuclear norm optimization. The convex optimization approach allows to include constraints on the unknown matrices in the data-equation characterizing subspace identification methods, such as the lower triangular block ...
Verhaegen, Michel, Hansson, Anders
openaire   +2 more sources

A Martingale Posterior-Based Fault Detection and Estimation Method for Electrical Systems of Industry

open access: yesMathematics
The improvement of information sciences promotes the utilization of data for process monitoring. As the core of modern automation, time-stamped signals are used to estimate the system state and construct the data-driven model. Many recent studies claimed
Chao Cheng   +5 more
doaj   +1 more source

Cyclic Reformulation-Based System Identification for Periodically Time-Varying Systems

open access: yesIEEE Access
This paper presents a novel system identification algorithm for linear periodically time-varying (LPTV) plants within a discrete-time framework. The algorithm integrates a cyclic reformulation with a state coordinate transformation of the cycled system ...
Hiroshi Okajima   +3 more
doaj   +1 more source

Subspace Identification of Temperature Dynamics

open access: yes, 2019
Data-driven modeling and control of temperature dynamics in mechatronics systems and industrial processes are challenging control engineering problems. This is mainly because the temperature dynamics is inherently infinite-dimensional, nonlinear, spatially distributed, and coupled with other physical processes.
openaire   +2 more sources

Subspace identification and classification of healthy human gait. [PDF]

open access: yesPLoS One, 2013
von Tscharner V, Enders H, Maurer C.
europepmc   +1 more source

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