AI for Energy

AI for Energy (slides) English Español Português

Overview lecture Introductory Educational materials South America Power & Energy Reinforcement Learning Supervised Learning Unsupervised Learning

World Greenhouse Gas Emissions by Sector and End Use, 2021

Data/Code Repository Introductory Research Global Cross-cutting Climate

Electricity Production by Source (2023)

Data/Code Repository Introductory Press Global Power & Energy

Impact of Artificial Intelligence on the Planning and Operation of Distributed Energy Systems in Smart Grids

Journal article Intermediate Research Global Power & Energy Reinforcement Learning Supervised Learning Unsupervised Learning

Addressing the Challenges Posed by Energy Poverty in Latin American Countries

Journal article Intermediate Research Global Power & Energy Climate Justice

A Transformer-Based Deep Neural Network with Wavelet Transform for Forecasting Wind Speed and Wind Energy

Journal article Advanced Research Global Power & Energy Weather & Climate Unsupervised Learning Supervised Learning Reinforcement Learning

Evaluation of the Transformer Architecture for Univariate Time Series Forecasting

Journal article Advanced Research Global Power & Energy Weather & Climate Unsupervised Learning Supervised Learning Reinforcement Learning

Forecasting Univariate Solar Irradiance Using Machine Learning Models: A Case Study of Two Andean Cities

Journal article Advanced Research South America Power & Energy Weather & Climate Buildings Supervised Learning

Optimal Power Flow: A Review of State-of-the-Art Techniques and Future Perspectives

Journal article Advanced Research Global Power & Energy Reinforcement Learning

Data-Driven AC Optimal Power Flow with Physics-Informed Learning and Calibrations

Conference paper Advanced Research Global Power & Energy Reinforcement Learning

DC3: A Learning Method for Optimization with Hard Constraints

Conference paper Advanced Research Global Power & Energy Reinforcement Learning

Warm-Starting AC Optimal Power Flow with Graph Neural Networks

Workshop paper Advanced Research Global Power & Energy Reinforcement Learning

Fast and Explainable Warm-Start Point Learning for AC Optimal Power Flow Using Decision Tree

Journal article Advanced Research Global Power & Energy Reinforcement Learning

Controlling Commercial Cooling Systems Using Reinforcement Learning

Preprint paper Advanced Research Global Power & Energy Reinforcement Learning

Safety-First AI for Autonomous Data Center Cooling and Industrial Control

Blog post Intermediate Industry Global Power & Energy Reinforcement Learning

Helping Global Grids Work Smarter, Not Harder

Blog post Intermediate Research Africa Power & Energy Reinforcement Learning

Empowering Safe Reinforcement Learning for Power System Control with CommonPower

Preprint paper Advanced Research Global Power & Energy Reinforcement Learning

Model-Free Safe Deep Reinforcement Learning for Grid-to-Vehicle Management

Journal article Advanced Research Global Power & Energy Transportation Reinforcement Learning

Project Sunroof: Solar Potential Mapping Initiative

Web application Intermediate Industry North America Power & Energy Supervised Learning

IPEAR: Irrigation and PV Energy Assessment Tool

Web application Intermediate Research South America Power & Energy Reinforcement Learning

Personalized Recommendations for Efficient Consumption (PREC)

Web application Intermediate Research Global Power & Energy Supervised Learning Unsupervised Learning

The Role of Artificial Intelligence in Latin America’s Energy Transition

Journal article Intermediate Research South America Power & Energy Reinforcement Learning Supervised Learning Unsupervised Learning

Building the Sun4Cast System: Improvements in Solar Power Forecasting

Journal article Advanced Research Global Power & Energy Weather & Climate Agriculture & Food Supervised Learning

How Can Probabilistic Solar Power Forecasts Be Used to Lower Costs and Improve Reliability in Power Spot Markets?

Journal article Advanced Research Global Power & Energy Weather & Climate Agriculture & Food Supervised Learning

Electricity in the U.S.

Blog post Intermediate National agency Global Power & Energy

Buildings – Energy System

Report (international organization) Intermediate International organization Global Power & Energy Buildings

Hardening AI Systems: Security, Robustness, and Safety for Generative & Agentic AI

Blog post Intermediate Research Global Reinforcement Learning Supervised Learning Unsupervised Learning

A Machine Learning Approach to Methane Emissions Mitigation in the Oil and Gas Industry

Workshop paper Intermediate Research Global Cross-cutting Climate Supervised Learning

Unsupervised Temporal Clustering to Monitor the Performance of Alternative Fueling Infrastructure

Conference paper Intermediate Research Global Cross-cutting Climate Unsupervised Learning

Techno-Economic Analysis of Hybrid PV-Fuel Cell Systems for Rural Agricultural Areas in Egypt

Conference paper Intermediate Research Africa Power & Energy Reinforcement Learning

How AI enhances inspections at hydropower and dam projects

Blog post Introductory Press Global Predictive Maintenance Power & Energy Supervised Learning