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Featured researches published by Subhamoy Sen.


Structure and Infrastructure Engineering | 2017

A non-iterative structural damage identification methodology using state space eigenstructure assignment

Subhamoy Sen; Baidurya Bhattacharya

In this article, a novel approach to damage identification (location as well as intensity) is presented using eigenstructure assignment (ESA)-based finite-element model (FEM) updating. ESA is a control-based approach that utilises state or output feedback of a system to alter its eigenstructure. The proposed method identifies the system’s state transition matrix and its eigenstructure from the response time history. The identified eigenstructure is first mapped onto the physical space and then reconstructed in state space in the preferred orientation and order which, in turn, is used as the target for the ESA algorithm to uniquely update the system matrices of the baseline FEM. Comparing the updated stiffness matrix with the baseline, the location and intensity of damage are estimated. Numerical validation of the method is performed on a shear frame, a Euler–Bernoulli beam, and an aluminium plate. A parametric study involving different levels of noise in the simulated response histories is undertaken. The algorithm is then tested with actual response histories from a damaged (notched) two span continuous steel beam and a damaged (indented) aluminium plate in the laboratory. The accuracy of the method in identifying the location and extent of damage is found satisfactory. Being eigenstructure based, the proposed methodology is restricted to linear time-invariant systems.


Structural Control & Health Monitoring | 2017

Online structural damage identification technique using constrained dual extended Kalman filter

Subhamoy Sen; Baidurya Bhattacharya


Journal of Civil Structural Health Monitoring | 2015

Non-iterative eigenstructure assignment technique for finite element model updating

Subhamoy Sen; Baidurya Bhattacharya


Acta Mechanica | 2016

Progressive damage identification using dual extended Kalman filter

Subhamoy Sen; Baidurya Bhattacharya


Structural Safety | 2018

Non-Gaussian parameter estimation using generalized polynomial chaos expansion with extended Kalman filtering

Subhamoy Sen; Baidurya Bhattacharya


Mechanical Systems and Signal Processing | 2018

Seismic-induced damage detection through parallel force and parameter estimation using an improved interacting Particle-Kalman filter

Subhamoy Sen; Antoine Crinière; Laurent Mevel; Frédéric Cérou; Jean Dumoulin


IFAC-PapersOnLine | 2018

Correntropy based IPKF filter for parameter estimation in presence of non-stationary noise process

Subhamoy Sen; Antoine Crinière; Laurent Mevel; Frédéric Cérou; Jean Dumoulin


The EGU General Assembly | 2017

Estimation of time varying system parameters from ambient response using improved Particle-Kalman filter with correlated noise

Subhamoy Sen; Antoine Crinière; Laurent Mevel; Frédéric Cérou; Jean Dumoulin


Structural Health Monitoring-an International Journal | 2017

Seismic induced damage detection through parallel estimation of force and parameter using improved interacting Particle-Kalman filter

Subhamoy Sen; Antoine Crinière; Laurent Mevel; Frédéric Cérou; Jean Dumoulin


Archive | 2015

Adaptive nonlinear Kalman filtering technique for parameter identification: an application to Bouc-Wen model

Subhamoy Sen; Baidurya Bhattacharya

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Baidurya Bhattacharya

Indian Institute of Technology Kharagpur

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