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Model Identification

Comprehensive Errors-invariables-based model identification (Part 2)

Projects

Learning or developing dynamic models from experimental data is crucial in monitoring and control of processes. In general, measurements of both inputs and outputs of a process are subject to noise. Model development …

Tags: process control, model identification, data science

Online Data Analysis for Rapid Identification and Monitoring of Reaction Systems based on multi-sensor and multi-scale data

Projects

Rapid process development using data generated in laboratory is important in chemical, pharma, specialty and biotech industries. Furthermore, growth in product demand has pushed these industries to adopt continuous …

Tags: data analysis, model identification, interpretable model

Comprehensive Errors-invariables-based Model Identification (Part 1)

Projects

Learning or developing dynamic models from experimental data is crucial in monitoring and control of processes. In general, measurements of both inputs and outputs of a processare subject to noise. Model development from …

Tags: process control, model identification, data science

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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044 2257 8980
office@dsai.iitm.ac.in
6th Floor, New Academic Complex 2,
Indian Institute of Technology Madras,
Chennai-600036, India

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