Innovative Solar Storm Solutions

We integrate real-time solar data, advanced modeling, and simulations to enhance power grid resilience against solar storms and ensure equitable resource distribution.

Dark stormy sky with bright lightning bolt cutting through the clouds, creating a dramatic and intense atmosphere.
Dark stormy sky with bright lightning bolt cutting through the clouds, creating a dramatic and intense atmosphere.
A dark night sky is illuminated by a bright bolt of lightning striking through large, ominous storm clouds. The scene is dramatic and powerful, with the silhouette of power lines intersecting the view. The landscape below is darkened, with the outline of trees barely visible.
A dark night sky is illuminated by a bright bolt of lightning striking through large, ominous storm clouds. The scene is dramatic and powerful, with the silhouette of power lines intersecting the view. The landscape below is darkened, with the outline of trees barely visible.
A dark stormy sky dominates the scene with a glowing, bright yellow light in the center, resembling a sunset or break in the storm clouds. The foreground features a road lined with power lines and sparse, leafless trees, contributing to a dramatic visual effect.
A dark stormy sky dominates the scene with a glowing, bright yellow light in the center, resembling a sunset or break in the storm clouds. The foreground features a road lined with power lines and sparse, leafless trees, contributing to a dramatic visual effect.

Our Data Integration Approach

Utilizing cutting-edge technologies, we analyze CME images and geomagnetic data to simulate impacts on power grids and develop effective response strategies.

Data Integration Services

Integrating CME images, real-time geomagnetic data, and historical solar cycles for comprehensive analysis.

Hybrid Architecture

Utilizing vision transformers, LSTM, and GNNs for advanced modeling of solar storm impacts.

A large, dark cloud partially covers the sun, with rays of sunlight creating a bright, white and slightly iridescent outline around the edges. The sky is a deep blue, and there are two parallel power lines crossing the image from the bottom left to the top right.
A large, dark cloud partially covers the sun, with rays of sunlight creating a bright, white and slightly iridescent outline around the edges. The sky is a deep blue, and there are two parallel power lines crossing the image from the bottom left to the top right.
Digital Twin

Simulating solar storm effects on power grids to validate response strategies across various conditions.

Ensuring Fairness

Designing metrics to prevent resource allocation from worsening regional development disparities.
A crescent-shaped solar eclipse is partially obscured by dark, swirling clouds. The scene has an ominous and mysterious atmosphere, with the interplay between the light and shadows creating a dramatic effect.
A crescent-shaped solar eclipse is partially obscured by dark, swirling clouds. The scene has an ominous and mysterious atmosphere, with the interplay between the light and shadows creating a dramatic effect.
Dark stormy sky with dramatic, swirling clouds and bright streaks of lightning cutting across the scene. Silhouettes of trees are visible in the foreground, contrasting against the illuminated sky.
Dark stormy sky with dramatic, swirling clouds and bright streaks of lightning cutting across the scene. Silhouettes of trees are visible in the foreground, contrasting against the illuminated sky.

Solar Storms

Integrating real-time data for solar storm impact analysis.

The image captures a solar eclipse against a dark sky, with a bright halo of light emerging from behind the moon, creating a striking contrast.
The image captures a solar eclipse against a dark sky, with a bright halo of light emerging from behind the moon, creating a striking contrast.
Digital Twin

Creating simulations to assess solar storm effects on power grids.

An aerial view of a landscape showing significant damage from a recent storm. The image depicts uprooted trees and debris scattered across a grassy area. A damaged building is visible, partially covered by broken branches and leaves. Several vehicles and trailers are present along a nearby road, with fields in the background.
An aerial view of a landscape showing significant damage from a recent storm. The image depicts uprooted trees and debris scattered across a grassy area. A damaged building is visible, partially covered by broken branches and leaves. Several vehicles and trailers are present along a nearby road, with fields in the background.
Fairness Metrics

Ensuring equitable resource allocation to mitigate regional disparities.

Integration

Integrating CME images and real-time impact data.

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