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

I am always open to working with:

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

Contact Me

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