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Found 551 verified outcomes
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Energy verified Verified

Grid-Scale Battery for Frequency Control

South Australia had high renewable penetration but an unstable grid, suffering a statewide blackout in 2016. Gas generators exercised market power, charging exorbitant rates for 'frequency control' services needed to keep the grid at 50Hz.

domain Tesla (Megapack) public Global
Key Outcome Saved consumers $150M+ in first two years Primary Impact View Case
Energy verified Verified

Autonomous Drone-in-a-Box Inspection

After hurricanes, FPL needs to assess damage to thousands of substations instantly to direct repair crews. Dispatching humans takes days if roads are blocked. Routine inspections for corrosion/heat are also labor-intensive and infrequent.

domain Percepto public Global
Key Outcome First utility to receive nationwide BVLOS waiver Primary Impact View Case
Energy verified Verified

Distributed Acoustic Sensing (Pipeline)

Pipelines run through remote terrain. Leaks can go undetected until they surface, causing massive environmental damage and shutdown costs. Third-party interference (unauthorized digging) is a major risk. Traditional sensors (pressure/flow) lack the sensitivity for small…

domain Hifi Engineering public Global
Key Outcome High-fidelity detection of pinhole leaks Primary Impact View Case
Energy verified Verified

Vehicle-to-Grid (V2G) School Buses

Electric school buses cost 3x more than diesel ($350k vs $120k). School districts couldn't afford the upfront capital despite the long-term fuel savings. Meanwhile, utilities faced summer peak demand issues.

domain Highland Electric Fleets public Global
Key Outcome Discharged 27.7 MWh back to grid (Beverly Pilot) Primary Impact View Case
Energy verified Verified

Robotic Wind Blade Maintenance

Wind turbine blades degrade due to erosion, lightning, and ice, reducing efficiency. Maintenance required technicians to rappel down blades (rope access), which is weather-dependent, slow, and highly dangerous. Downtime for repairs meant lost energy revenue.

domain Aerones public Global
Key Outcome Maintenance speed increased by 400-600% Primary Impact View Case
Energy verified Verified

Smart Sewer Optimization (Digital Twin)

During heavy rain, the city's combined sewers (rain + sewage) would overflow into the river (CSO), violating EPA mandates. The traditional engineering solution was to build massive underground storage tunnels costing nearly $1 billion, which…

domain Xylem (EmNet) public Global
Key Outcome Eliminated 80% of sewer overflows (1B gallons/year) Primary Impact View Case
Energy verified Verified

Satellite-Based Water Leak Detection

Utilities lose 20-30% of treated water to leaks (Non-Revenue Water). Finding underground leaks requires walking thousands of miles of pipe with acoustic equipment, which is labor-intensive and reactive. Small leaks often run for years undetected,…

domain Asterra (formerly Utilis) public Global
Key Outcome 46,000+ leaks verified globally Primary Impact View Case
Energy verified Verified

AI-Driven Valve Predictive Maintenance

A typical refinery has thousands of control valves. If one fails, it can shut down a whole unit or cause a safety incident. Maintenance was based on 'time' (fix every 3 years) which is inefficient,…

domain C3 AI public Global
Key Outcome 5-10% reduction in overall maintenance costs Primary Impact View Case
Energy verified Verified

Battery-Buffered EV Fast Charging

Retailers (gas stations, convenience stores) want to offer EV fast charging. However, their existing grid connection is often weak (low voltage). Upgrading the transformer to support 150kW+ chargers is prohibitively expensive and takes 12-18 months…

domain FreeWire Technologies public Global
Key Outcome 65% reduction in capital costs vs grid upgrade Primary Impact View Case
Energy verified Verified

Nuclear Lifecycle Digital Twin

Nuclear plants involve millions of parts, thousands of workers, and decades of timeline. Legacy projects failed because design drawings didn't match the built reality, causing rework and safety documentation gaps. Coordinating 300+ main suppliers without…

domain Dassault Systemes (3DEXPERIENCE) public Global
Key Outcome Management of >1 million 3D components Primary Impact View Case
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