PNNL

Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches

Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition

Shedding light on the economic costs of long-duration power outages: A review of resilience assessment methods and strategies

An Integrated Assessment of a G3 GMD Event on Large-Scale Power Grids: From Magnetometer Data To Geomagnetically Induced Current Analysis

High Performance Adaptive Deep-Reinforcement-Learning-based Real-time Emergency Control (HADREC) to Enhance Power Grid Resilience in Stochastic Environment Final Report

Understanding the Capabilities and Limitations of the Controls and Operations of High Voltage Direct Current (HVdc) Converters in Interconnected Electric Power Systems

Multiscale Effects Masked the Impact of COVID-19 on Electricity Consumption

COVID-19 had multiple impacts on the electric sector and the nature of those impacts varied on the scale analyzed.

PNNL and Oregon Partner to Study State Energy Security Risks

PNNL will analyze current and projected transportation fuel dynamics, supply chain risks, and risk comparators with relevant sectors, such as transportation electrification.

Moving Megawatts Securely and Economically

A PNNL Power Plant Model Validation tool will help large power plant owners meet federal testing requirements for power generation.

Human Factors Virtual Workshop: Energy Control Room Real-Time Operations

This workshop showcases a variety of human factors research efforts to support power grid operations.