NK

Naveen Krishnan

Prayas Energy Group, Indian Institute of Technology Delhi, SNS College of Technology, Adhiyamaan College of Engineering, Sri Krishna College of Technology

Research areas: Computer Science · Artificial Intelligence · Solar Radiation and Photovoltaics · Energy Load and Power Forecasting · Solar Thermal and Photovoltaic Systems

ORCID iD 0000-0002-2279-2948
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About

I am a Renewable Energy Researcher and Ph.D. scholar at the Indian Institute of Technology Delhi, specializing in short- and medium-term forecasting of global horizontal irradiance (GHI) using numerical weather prediction (NWP) models and advanced machine learning techniques. My research integrates WRF-Solar simulations with deep learning architectures such as LSTM, GRU, U-Net, and ensemble models to enhance solar irradiance prediction accuracy. I have also worked on data assimilation and radiation parameterization improvements within mesoscale atmospheric models. I have published in leading journals including Journal of Cleaner Production and Energy. His interests include hybrid physics-informed AI, uncertainty quantification, and renewable energy forecasting under diverse climatic conditions.

Employment

Education

  • SNS College of Technology M.E. Thermal Engineering
    2013 - 2015
  • Adhiyamaan College of Engineering BE / Mechanical Engineering
    2009 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (6)