Abhinav Narasingam

发表

Data-Driven Model Reduction for Coupled Flow and Geomechanics Based on DMD Methods

E. Gildin, J. Kwon, A. Bao, 2019, Fluids.

Development of offset-free Koopman Lyapunov-based model predictive control and mathematical analysis for zero steady-state offset condition considering influence of Lyapunov constraints on equilibrium point

J. Kwon, S. Son, Abhinav Narasingam, 2022, Journal of Process Control.

Koopman Lyapunov‐based model predictive control of nonlinear chemical process systems

J. Kwon, Abhinav Narasingam, 2019, AIChE Journal.

Handling plant-model mismatch in Koopman Lyapunov-based model predictive control via offset-free control framework

J. Kwon, S. Son, Abhinav Narasingam, 2020, ArXiv.

Application of Koopman operator for model-based control of fracture propagation and proppant transport in hydraulic fracturing operation

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2020 .

Data-driven identification of interpretable reduced-order models using sparse regression

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2018, Comput. Chem. Eng..

Operable adaptive sparse identification of systems: Application to chemical processes

Joseph Sang-Il Kwon, Abhinav Narasingam, Mohammed Saad Faizan Bangi, 2020 .

Machine learning-based adaptive model identification of systems: Application to a chemical process

Joseph Sang-Il Kwon, Abhinav Narasingam, Bhavana Bhadriraju, 2019 .

Temporal clustering for order reduction of nonlinear parabolic PDE systems with time-dependent spatial domains: Application to a hydraulic fracturing process

Prashanth Siddhamshetty, Joseph Sang-Il Kwon, Abhinav Narasingam, 2017 .

Identification of spatially varying geological properties in a heterogeneous reservoir using EnKF and POD based parameterization

Prashanth Siddhamshetty, Joseph Sang-Il Kwon, Abhinav Narasingam, 2018, 2018 Annual American Control Conference (ACC).

Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition: Application to hydraulic fracturing

Prashanth Siddhamshetty, Joseph Sang-Il Kwon, Abhinav Narasingam, 2018, Comput. Chem. Eng..

i MODEL ORDER REDUCTION OF NONLINEAR PARABOLIC PDE SYSTEMS WITH MOVING BOUNDARIES USING SPARSE PROPER ORTHOGONAL DECOMPOSITION: APPLICATION TO HYDRAULIC FRACTURING A Thesis by

C. Kravaris, Y. Efendiev, Prashanth Siddhamshetty, 2018 .

Enlarging the Domain of Attraction of the Local Dynamic Mode Decomposition with Control Technique: Application to Hydraulic Fracturing

Prashanth Siddhamshetty, Joseph Sang-Il Kwon, Abhinav Narasingam, 2019, Industrial & Engineering Chemistry Research.

Development of local dynamic mode decomposition with control: Application to model predictive control of hydraulic fracturing

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2017, Comput. Chem. Eng..

Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control pdf

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2020, Int. J. Control.

Closed-loop stabilization of nonlinear systems using Koopman Lyapunov-based model predictive control

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

Koopman operator-based model identification and control of hydraulic fracture propagation

Joseph Sang-Il Kwon, Abhinav Narasingam, J. Kwon, 2020, 2020 American Control Conference (ACC).

POD-based EnKF estimation of heterogeneous reservoir parameters for feedback control of hydraulic fracturing

Prashanth Siddhamshetty, Joseph Sang-Il Kwon, Abhinav Narasingam, 2018 .

Model order reduction of nonlinear parabolic PDE systems with moving boundaries using sparse proper orthogonal decomposition methodology

Joseph Sang-Il Kwon, Abhinav Narasingam, Harwinder Singh Sidhu, 2018, 2018 Annual American Control Conference (ACC).