Energy, Power & Utilities
Smart grids, solar and demand forecasting, and Indian power-system data.
Advanced
Once the basics are comfortable.
AI for Climate Action: From Data to Impact - Climate Week NYC 2024
A video from Climate Change AI on AI for Climate Action: From Data to Impact - Climate Week NYC 2024. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Discussion Seminar: Addressing uncertainty for environmental decision-making
A video from Climate Change AI on Discussion Seminar: Addressing uncertainty for environmental decision-making. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Discussion Seminar: AI-assisted discoveries in soil carbon cycle
A video from Climate Change AI on Discussion Seminar: AI-assisted discoveries in soil carbon cycle. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Discussion Seminar: Best-Practice Fundraising Pitch Deck
A video from Climate Change AI on Discussion Seminar: Best-Practice Fundraising Pitch Deck. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Discussion Seminar: GANs and sequential planning for resilient and sustainable buildings and cities
A video from Climate Change AI on Discussion Seminar: GANs and sequential planning for resilient and sustainable buildings and cities. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
CityLearn: Reinforcement Learning Control for Grid-Interactive Efficient Buildings and Communities
A video from Climate Change AI on CityLearn: Reinforcement Learning Control for Grid-Interactive Efficient Buildings and Communities. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
PiggyCast - Improving Weather Prediction Accuracy through a Stacking Based Ensemble AI Approach
A video from Climate Change AI on PiggyCast - Improving Weather Prediction Accuracy through a Stacking Based Ensemble AI Approach. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Statistical Downscaling of Climate Projections with Deep Learning
A video from Climate Change AI on Statistical Downscaling of Climate Projections with Deep Learning. Best once you are comfortable with the basics of Energy, Power & Utilities. It plays here in the portal, and your progress is saved as you watch.
Climate Change AI
Climate Change AI Tutorials
Free notebook tutorials showing how machine learning tackles energy and climate problems, such as forecasting solar and wind power, energy demand and weather.
Climate Change AI
pvlib python: Solar Energy Modelling
The open-source toolkit for modelling solar panels and plants: sun position, irradiance and power output, the base for solar forecasting projects.
pvlib
Smart Grid: Basics to Advanced Technologies (IIT Roorkee)
Modern power grids: renewables integration, energy storage, microgrids, phasor measurement units and grid automation. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL