An online approximator-based fault detection framework for nonlinear discrete-time systems. - Balaje T. Thumati; Sarangapani Jagannathan (CDC, 2007)

A model based fault detection and prognostic scheme for uncertain nonlinear discrete-time systems. - Balaje T. Thumati; Sarangapani Jagannathan (CDC, 2008)

A model based fault detection scheme for nonlinear multivariable discrete-time systems. - Balaje T. Thumati; Jagannathan Sarangapani (SMC, 2008)

Neural network control of a class of nonlinear discrete time systems with asymptotic stability guarantees. - Balaje T. Thumati; Sarangapani Jagannathan (ACC, 2009)

A model based fault detection and accommodation scheme for nonlinear discrete-time systems with asymptotic stability guarantee. - Balaje T. Thumati; Sarangapani Jagannathan (ACC, 2009)

Adaptive dynamic programming-based optimal control of unknown affine nonlinear discrete-time systems. - Travis Dierks; Balaje T. Thumati; Sarangapani Jagannathan (IJCNN, 2009)

Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence. - Travis Dierks; Balaje T. Thumati; Sarangapani Jagannathan (Neural Networks, 2009)

A model-based fault-detection and prediction scheme for nonlinear multivariable discrete-time systems with asymptotic stability guarantees. - Balaje T. Thumati; Sarangapani Jagannathan (IEEE Trans. Neural Networks, 2010)

Artificial immune system-based diagnostics and prognostics scheme and its experimental verification. - Gary R. Halligan; Balaje T. Thumati; Sarangapani Jagannathan (CCA, 2011)

An online model-based fault diagnosis scheme for HVAC systems. - Balaje T. Thumati; Miles A. Feinstein; James W. Fonda; Alfred Turnbull; Fay J. Weaver; Mark E. Calkins; Sarangapani Jagannathan (CCA, 2011)

A Novel Fault Diagnostics and Prediction Scheme Using a Nonlinear Observer With Artificial Immune System as an Online Approximator. - Balaje T. Thumati; Gary R. Halligan; Sarangapani Jagannathan (IEEE Trans. Control. Syst. Technol., 2013)

A fault prediction scheme for Takagi-Sugeno fuzzy systems with immeasurable premise variables and disturbance. - Balaje T. Thumati; Jagannathan Sarangapani (CDC, 2014)

Adaptive dynamic output feedback control of Takagi-Sugeno fuzzy systems with immeasurable premise variables and disturbance. - Balaje T. Thumati; Al Salour (CICA, 2014)

A Model-Based Fault Detection and Prognostics Scheme for Takagi-Sugeno Fuzzy Systems. - Balaje T. Thumati; Miles A. Feinstein; Sarangapani Jagannathan (IEEE Trans. Fuzzy Syst., 2014)

Authors' Reply to "Comments on "A Novel Fault Diagnosis and Prediction Scheme Using a Nonlinear Observer With Artificial Immune System as an Online Approximator"". - Balaje T. Thumati; Sarangapani Jagannathan (IEEE Trans. Control. Syst. Technol., 2018)

Large-scale Data Integration for Facilities Analytics: Challenges and Opportunities. - Balaje T. Thumati; Halasya Siva Subramania; Rajeev Shastri; Karthik Kalyana Kumar; Nicole Hessner; Vincent Villa; Aaron Page; David Followell (IEEE BigData, 2020)