Grid Operational Visibility & Resilience Simulator

Observable Link

Degraded Telemetry

Blind Spot / Unmonitored

Substation Telemetry & Line Inspector 5 Substations / 5 Transmission Lines

Substation	Status	Latency	Branch Target	Flow (MW)	State Visibility

Real-Time State Estimation

Observability Index 64%

Resilience Status MODERATE_RISK

State Estimation Variance +18.4 MW

Unmonitored Branches 2

Resilience Protocols & Action Plan

1. Redundant Satellite Mesh Link

Enables secondary satellite communication on line S2-S3 to bypass packet drops.

2. Local Substation Estimator

Deploys edge Kalman filtering on degraded nodes to bound telemetry error deltas.

3. AI Dispatch Safeguard Clamp

Limits automatic power dispatch swings during state unobservability.

RECOMMENDED ACTION

Enable Redundant Satellite Link on Line S2-S3

Operational Context

Grid state estimators rely on continuous SCADA telemetry. Packet drops and blind spots degrade phase-angle calculations, causing AI dispatchers to act on false power flow estimates.

The network model assigns visibility and estimation-error metrics

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Read the explanation

The source rounds observable branch count divided by all five branches times one hundred. Two and four visible branches give forty and eighty percent. Bars share seven pixels per percentage point. A local estimator can add twenty points capped at one hundred; those points are an assigned boost, not additional measured branches. This model does not validate actual grid observability. Before packet loss and action adjustments, the source assigns nine point two megawatts of error per unmonitored branch. Two and three blind branches give eighteen point four and twenty-seven point six. Bars share fifteen pixels per assigned error megawatt. This is a source coefficient, not calibrated measurement uncertainty. The local estimator multiplies the current assigned error by point six. An illustrative pre-estimator twenty megawatts becomes twelve. Bars share fifteen pixels per megawatt. The AI clamp separately multiplies by point eight and the satellite link subtracts ten with a zero floor. These transformations do not establish operational safety. Full actual JSON/reset and native four-width first-footer preservation remain checked.