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Found 551 verified outcomes
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Energy verified Verified

AI Bidding for Energy Storage

Energy markets are volatile and complex. A battery operator must decide every hour whether to charge, discharge, or hold capacity for ancillary services. Doing this manually is impossible. Poor bidding strategies leave money on the…

domain Fluence (Fluence IQ) public Global
Key Outcome 13.3 GW of assets under management Primary Impact View Case
Energy verified Verified

AI-Optimized Water Treatment (Digital Twin)

Wastewater plants typically run on conservative, static setpoints to ensure compliance, leading to overdosing of chemicals and excessive energy use for aeration. Operators reacted to changes in sewage flow manually, often too late. Plant capacity…

domain Veolia (Hubgrade) public Global
Key Outcome €1.5M annual operational savings in case study Primary Impact View Case
Energy verified Verified

Wireless Electric Road System (ERS)

Electric buses require heavy batteries that reduce range and payload. Charging takes hours, forcing downtime. Plug-in depots require massive grid upgrades and land space. Range anxiety limits route planning.

domain Electreon public Global
Key Outcome 90% reduction in required battery size (42kWh vs 400kWh) Primary Impact View Case
Energy verified Verified

Real-Time Grid Inertia Measurement

Traditional generators (coal/gas) provide 'inertia' (spinning mass) that stabilizes the grid frequency. Wind and solar do not. As fossil fuels retire, grid stability weakens. Operators couldn't measure inertia in real-time, so they curtailed renewables and…

domain Reactive Technologies public Global
Key Outcome First-ever continuous measurement of grid inertia Primary Impact View Case
Energy verified Verified

Commercial Direct Air Capture (DAC)

Reducing emissions is not enough to meet climate goals; historical CO2 must be removed. Traditional carbon offsets (forestry) are often unverifiable or temporary. Corporations need a 'high quality' removal credit that guarantees the CO2 is…

domain Climeworks public Global
Key Outcome Capture capacity of 4,000 tons CO2/year (Orca) Primary Impact View Case
Energy verified Verified

Grid-Scale Gravity Energy Storage

Wind and solar are intermittent. Storing gigawatt-hours of energy for night/calm periods using lithium-ion batteries is prohibitively expensive and environmentally taxing (mining). Pumped hydro is geographically limited. The grid needs a scalable, non-degrading mechanical battery.

domain Energy Vault public Global
Key Outcome Round-trip efficiency > 80% Primary Impact View Case
Energy verified Verified

Modular Power Flow Control (SmartValve)

Integrating renewable energy requires massive transmission capacity. Building new lines takes 10+ years due to permitting. Existing lines often have spare capacity on parallel circuits, but operators couldn't route power to them, leading to congestion…

domain Smart Wires public Global
Key Outcome Unlocked 1.5 GW of extra boundary capacity Primary Impact View Case
Energy verified Verified

Robotic Solar Panel Cleaning

Solar panels lose efficiency rapidly when covered in dust. Manual cleaning with water trucks is costly, logistically difficult in remote deserts, and wastes scarce water resources. Infrequent cleaning leads to permanent soiling damages.

domain Ecoppia public Global
Key Outcome Recovered 3-6% of energy generation due to soiling Primary Impact View Case
Energy verified Verified

Multi-Day Iron-Air Battery Storage

Retiring coal plants requires a reliable replacement that can last through multi-day weather slumps (e.g., a week of low wind). Lithium batteries are too expensive ($150/kWh) for 100-hour duration. The grid needs a 'capacity' battery,…

domain Form Energy public Global
Key Outcome 100-hour discharge duration Primary Impact View Case
Energy verified Verified

Liquid Air Long Duration Storage (LAES)

To reach 100% renewables, the grid needs 'Long Duration Energy Storage' (LDES) to cover days when wind/solar output is low. Lithium-ion is economically unviable for this duration. Pumped hydro is geologically constrained.

domain Highview Power public Global
Key Outcome 300 MWh / 50 MW plant funded (Carrington, UK) Primary Impact View Case
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