Ravenwits

AI-powered forecasting and optimization for renewable energy assets, helping utilities reduce imbalance costs and improve returns.

Ravenwits provides an AI-powered platform for wind, solar, demand and electricity-price forecasting, combined with go-to-market strategies and BESS optimization to improve the economic performance of renewable energy assets.

The Problem

Uncertainty makes renewable energy harder and more expensive to manage

Forecast errors

cost utilities billions in imbalance penalties. Battery energy storage dispatch requires complex stochastic optimization, while uncertainty in electricity management can limit renewable energy penetration and reduce its financial viability.

Variable renewable generation makes it difficult for utilities and energy market participants to accurately forecast production, manage electricity prices and optimize battery storage, creating imbalance costs and reducing the financial viability of renewable assets.

THE SOLUTION

AI-powered forecasting and optimization for the energy transition

Ravenwits combines proprietary AI architectures and algorithms for wind, PV, demand and price forecasting with stochastic optimization for BESS and go-to-market strategies. Its platform can be delivered through SaaS or on-premises solutions.

The Impact

Making renewable energy more predictable and economically viable

€0.5/MWh

Improvement is reported by Ravenwits over its best competitor for wind and PV forecasting, €0.7/MWh improvement for demand forecasting, and approximately 20% improvement in BESS economic performance over standard management.

By improving renewable generation forecasting and optimizing battery storage and market participation, Ravenwits helps utilities and asset owners better integrate variable renewable energy and extract more value from existing renewable capacity.

Ravenwits supports utilities, renewable asset owners and energy markets

Renewable energy producer
Utilities
Energy traders/ commercializers
BESS operators
Energy companies managing wind and PV portfolios

Lower imbalance costs and improved asset economics

Approximately €0.5/MWh forecasting improvement for wind and PV, €0.7/MWh for demand forecasting, and approximately 20% improvement in BESS economic performance versus standard management.

Sandbox Program

Batch #13

HQ Country

Spain

Sector

Renewable Energy Technologies

Type of Solution

Software

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