Prof. R D Gudi

Areas Of Expertise

• Biochemical engineering
• Process optimization and control
• Statistical method,
• End point constraint
• Fed-batch fermentation
• Multiple feed optimization
• Optimal control
• Simultaneous saccharification and fermentation
• Control-relevant identification
• Internal model control
• MIMO systems
• MISO structure based multi loop identification
• Augmented PCA
• Collinearity problems
• Error-in-variables
• Control-relevant
• Identification
• Two degree of freedom control
• Differential evolution
• Discrete variables
• Global optimum
• Nonlinear transformation
• Optimization
• Fault detection and isolation (FDI)
• Fuzzy c-means clustering (FCM)
• Fuzzy clustering
• Possibilistic clustering
• classification
• Dimensionality
• Fuzzy simulator
• Microarray
• Closed-loop identification
• Decentralized identification
• Correspondence analysis (CA)
• Dynamic PCA (DPCA)
• Fault detection and diagnosis (FDD)
• Principal components analysis (PCA)
• Linear control
• PEMFC
• Ratio control
• Inferential estimation
• Irregular sampling
• Multirate systems
• Nonlinear model predictive control
• Nonlinear observers
• Constraint programming
• Multi-objective optimization
• Reliability
• Robust sensor network design
• Duality
• Precision
• Sensor network design
• Kalman filter
• Urnddr
• Controller performance monitoring
• Model predictive control
• Model-plant mismatch
• Partial correlation analysis
• Principal component analysis
• Support vector machines
• Partial least-squares
• Identification
• classification
• PCA
• Linear quadratic Gaussian control
• Time series models
• Optimization
• Design
• Multiobjective optimization
• Constraint programming
• Sensor network design
• Multiple solutions
• Pareto fronts
• Sensor network design
• Upgrade
• Models
• Plants
• Adaptive model predictive control
• Constrained state estimation
• Pseudo-linear regression
• Recursive parameter estimation
• Performance assessment
• Design
• Multiobjective optimization
• Multiple solutions
• Pareto fronts
• Adaptive optimizing control
• Fuel cell
• Nonlinear internal model control
• Orthonormal basis filters
• Wiener model
• Antiviral drug
• Molecule synthesis
• Drug discovery
• Drug delivery
• Drug scale up