Balaje T. Thumati

Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence

Travis Dierks, Balaje T. Thumati, S. Jagannathan · Neural Networks · 2009 · 185 citations

Nonlinear Control, Optimal Control, Engineering +5

A Model-Based Fault-Detection and Prediction Scheme for Nonlinear Multivariable Discrete-Time Systems With Asymptotic Stability Guarantees

Balaje T. Thumati, S. Jagannathan · IEEE Transactions on Neural Networks · 2010 · 83 citations

Fault Diagnosis, Reliability Engineering, Prediction Scheme +15

A Model-Based Fault Detection and Prognostics Scheme for Takagi–Sugeno Fuzzy Systems

Balaje T. Thumati, Miles A. Feinstein, S. Jagannathan · IEEE Transactions on Fuzzy Systems · 2013 · 39 citations

Fuzzy Logic, Fuzzy Systems, Reliability Engineering +14

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, S. Jagannathan · IEEE Transactions on Control Systems Technology · 2012 · 32 citations

Fault Diagnosis, Output Fault, Reliability Engineering +15

An online model-based fault diagnosis scheme for HVAC systems

Balaje T. Thumati, Miles A. Feinstein, James W. Fonda et al. · 2011 · 28 citations

Fault Diagnosis, Reliability Engineering, Engineering +15