iPrana

Intelligent Process Analytics Lab

My research integrates Machine Learning and Avanced Computational Methods to tackle complex challenges in process systems engineering (PSE) and beyond. I work on problems such as:

  • Sensor placement design ∙ Modeling
  • State estimation ∙ Soft sensor development
  • Process monitoring ∙ Fault detection and diagnosis
  • Optimization

While my core expertise is in process systems engineering, I also aim to explore applications in:

:bulb: Energy systems – enabling sustainability and efficiency
:factory: Smart manufacturing – driving Industry 4.0 innovation
:alembic: Molecular systems – aiding material discovery
:dna: Healthcare – improving healthcare

Tackling today’s engineering challenges demands an interdisciplinary approach

I believe in fostering a collaborative environment where diverse expertise and perspectives converge, allowing ideas to flourish and enabling the development of innovative, sustainable solutions for society, industry, and the environment.

Opportunities

If you are interested in pursuing a Ph.D., please email me with your research interests.

I would be more than happy to work with:

  • Motivated students eager to explore AI/ML and computational methods to solve engineering problems
  • Research collaborators across disciplines
  • Industry partners seeking data-driven and hybrid innovations

Contact Me

:email: Email: omprakash@iitd.ac.in
:telephone: Tel: +91 11 2659 1019
:pushpin: Office: Block: II - 377, Department of Chemical Engineering. IIT Delhi. Hauz Khas, New Delhi, 110016, India