Personne
Sriniketh Srinivasan
Cette personne n’est plus à l’EPFL
Publications associées (33)
Sequential model identification of reaction systems-The missing path between the incremental and simultaneous approaches
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
Modeling chemical reaction systems is an important but complex task. The identified kinetic model must be able to explain all the underlying rate processes such as chemical reactions and heat and mass transfers. Traditionally, the modeling task is carried ...
2019On Decoupling Rate Processes in Chemical Reaction Systems - Methods and Applications
Dominique Bonvin, Julien Léo Billeter, Michael Amrhein, Sriniketh Srinivasan, Diogo Filipe Mateus Rodrigues
Models of chemical reaction systems can be complex as they need to include information regarding the reactions and the mass and heat transfers. The commonly used state variables, namely, concentrations and temperatures, express the interplay between many p ...
Elsevier2017Data Reconciliation for Reaction Systems Using Extents and Shape Constraints
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
Concentrations measured during the course of reactions are typically corrupted by random noise. Data reconciliation techniques improve the accuracy of measurements by using redundancies in the material and energy balances expressed as relationships between ...
Elsevier2017Concept and Applications of Extents in Chemical Reaction Systems
Dominique Bonvin, Julien Léo Billeter, Michael Amrhein, Sriniketh Srinivasan, Diogo Filipe Mateus Rodrigues
Models of chemical reaction systems can be quite complex as they typically include information regarding the reactions, the various transfers of heat and mass, as well as the effects of the inlet and outlet flows. It is well known that a linear transformat ...
2017Incremental Model Identification of Reaction Systems
Dominique Bonvin, Julien Léo Billeter, Michael Amrhein, Sriniketh Srinivasan, Diogo Filipe Mateus Rodrigues, Nirav Pravinbhai Bhatt
The identification of reaction kinetics represents the main challenge in building models for reaction systems. The identification task can be performed via either simultaneous model identification (SMI) or incremental model identification (IMI), the latter ...
2017Identification of Biokinetic Models Using the Concept of Extents
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
The development of a wide array of process technologies to enable the shift from conventional biological wastewater treatment processes to resource recovery systems is matched by an increasing demand for predictive capabilities. Mathematical models are exc ...
Amer Chemical Soc2017On Decoupling Chemical Reaction Systems
Chemical reaction systems act as the basis to get the desired products from raw materials. An in-depth understanding of all the underlying rate processes is necessary for monitoring, control and optimization of chemical reaction systems. Traditional repres ...
EPFL2017Shape constrained splines as transparent black-box models for bioprocess modeling
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
Empirical model identification for biological systems is a challenging task due to the combined effects of complex interactions, nonlinear effects, and lack of specific measurements. In this context, several researchers have provided tools for experimental ...
Elsevier2017Constrained multi-rate state estimator incorporating delayed measurements
Dominique Bonvin, Michael Amrhein, Sriniketh Srinivasan
Frequent and accurate concentration estimates are important for the on-line control and optimization of chemical reaction systems. Such estimates can be obtained using state estimation methods that fuse frequent (fast) delay-free on-line measurements with ...
IEEE2017Sequential Model Identification of Reaction Systems - The Missing Path between the Incremental and Simultaneous Approaches
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
Modeling chemical reaction systems is an important but complex task. The identified kinetic model must be able to explain all the underlying rate processes such as chemical reactions and heat and mass transfers. Traditionally, the modeling task is carried ...
Wiley-Blackwell2016