Wind & Solar Power forecast
Advanced energy forecasting services for renewables assets.
Data-Driven Renewable Energy Forecasting
Renewable energy generation processes and their integration into electricity grids and electricity markets, are highly exposed to uncertainty and volatility due to weather conditions.
Over the past 10 years, GNARUM has developed a state-of-the-art renewable energy generation forecasting system, that combines forecasts from the best international weather models (NWP), with a continuous integration of measured observations of generation asset output into an advanced artificial intelligence algorithm system.
AVAILABLE TECHNOLOGIES
Solar & Wind
FORECASTS
Short Term / Real Time / TSO
GRANULARITY
1 H / 15 min
SCOPE
Worldwide
WEB ACCESS
Access available to a web platform, monitor master data, schedule unavailabilities, and view metered energy, forecasted energy, and deviation reports.
Available services
Real-time Forecasting
Real-time forecasting service with continuous measurement integration and up to 24 daily forecast updates focused on trading in Continuous Intraday Market (CIM).
Metering dispatcher
Remote metering service and control centre with connection to the installation’s meters and continuous integration in the FORECAST platform.
Ensemble learning
The combination of forecasting algorithms is composed of a series of multilevel algorithms with different characteristics, ranging from theoretical models capable of generating forecasts without historical metered energy data, to advanced machine learning-based models trained on continuous streams of plant production data.
ALGORITHMBest in class
Continuous Benchmarking
It allows the deviation trend in the algorithm of different suppliers to be continuously examined to ensure that the best option is always sent to the client/market.
This forecast/plant customisation significantly reduces deviations, thus reducing the risk of the entire portfolio of plants and, ultimately, achieving a much more robust forecasting service.
Achieve
an optimised energy market strategy
FORECAST environment is able to integrate end-to-end and continuously with the power plant on the one hand, and the electricity market on the other hand, to optimise the market strategy in an automated way.
MeterToMarket
Service applications
Tracking and monitoring of plant production
It allows to evaluate in real time the differences between the forecast and the actual plant production.
Portfolio management
Operate, in a robust and optimized way, a heterogeneous set of geographically dispersed plants
Operation & Maintenance
Battery charging and plant maintenance operations planning.
Energy trading
It provides at any time the forecast with minimum deviation to operate in the daily and Intraday market.
Grid operation
Highly accurate forecasts with continuous updates and very short horizon.
Energy sales revenue planning
Assessing next month’s expected revenues.
24x7x365 service
Ad-hoc service configuration
The combination of our technological capabilities and an R&D team dedicated exclusively to the continuous improvement of algorithms and data sources allows us to deliver production forecasts focused on the operation of highly accurate solar and wind generation assets anywhere on the planet with a robust and reliable 24/7/365 service.
Our team will be supporting you at all times in the configuration of the service, in order to minimise forecasting deviations.
Forecasting services worldwide
12
GW
4000 +
ASSETS
14
COUNTRIES
Do you want more information about this solution?
You can write to us using this contact form and we will contact you as soon as possible.
Basic data protection information . >
Ask for more information.
Basic data protection information >
Data controller: Gnarum Tecnología y Energía, S.L.
Purposes of processing: To value the participation of the interested party in the selection processes developed to fill vacant or newly created positions in GNARUM.
Legitimation of the processing:Consent given by the data subject.
Addressees: The data will not be disclosed to third parties unless required by law or authorised by the data subject.
Rights: Access, rectification, deletion, opposition and other rights detailed in the additional information.
Additional information: Additional and detailed information on Data Protection can be found at Detailed information and Privacy Policy.
360º Solutions
Other solutions that may interest you
Meter to Market Approach
Find out more
Energy Trading System
Find out more
