Vidyashankar Kuppuraj

An open source fluid catalytic cracker - fractionator model to support the development and benchmarking of process control, machine learning and operation strategies

Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison et al. · Computers & Chemical Engineering · 2022 · 37 citations

Engineering, Chemical Engineering, Mechanical Engineering +16

Receding-Horizon Nonlinear Kalman (RNK) Filter for State Estimation

Raghunathan Rengaswamy, Shankar Narasimhan, Vidyashankar Kuppuraj · IEEE Transactions on Automatic Control · 2013 · 35 citations

Computing, Mathematics, Optimization +15

Constrained unscented recursive estimator for nonlinear dynamic systems

Ravi Kumar Mandela, Vidyashankar Kuppuraj, Raghunathan Rengaswamy et al. · Journal of Process Control · 2012 · 34 citations

Natural Sciences, Mathematics, Algorithms +12

Integrated deep learning-production planning-economic model predictive control framework for large-scale processes. A fluid catalytic cracker-fractionator case study

Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison et al. · Computers & Chemical Engineering · 2022 · 14 citations

Engineering, Chemical Engineering, Industrial Engineering +14

Deep Learning Model Predictive Control Frameworks: Application to a Fluid Catalytic Cracker–Fractionator Process

Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison et al. · Industrial & Engineering Chemistry Research · 2023 · 11 citations

Computing, Chemical Engineering, Computer Science +13