Grid solutions
N-SIDE helps system operators make optimal decisions by providing AI software solutions, from system planning to the control room of the future.
Power exchange solutions
Seamlessly match supply and demand in challenging electricity markets. N-SIDE is the trusted provider of auction-based electricity market clearing algorithms.
Forecasting
N-SIDE uses machine learning to produce a variety of forecasts for system operators, including system imbalance forecast, reserve needs forecast and congestion risk forecast.
Optimize Grid Management & Remedial Actions, Tailored for a Greener Future
Power Matching
This robust market clearing algorithm matches supply and demand bids in a closed-gate auction fashion, considering potential congestion and other constraints.
Outage Planning Optimization
Leverage advanced analytics to determine the optimal strategy and daily schedule for grid interventions and related outages.
Dynamic Reserves Dimensioning
TSOs: dynamically adapt reserves volume based on the real imbalance risk faced by the system using machine learning and advanced analytics.
Remedial Action Optimization
Reconfigure your topology and find the optimal remedial actions to operate your network more reliably, efficiently and economically
Professional Services
Whether your challenge can be solved by our existing products or requires the development of new analytics solutions and market design approaches, our team is ready to help.
Resources
The latest insights from N-SIDE
FORECASTING FOR SYSTEM OPERATORS
Flexible,
robust energy
forecasting software
The N-SIDE Energy Forecasting Platform and related services enable system and network operators to build and customize forecasting and decision support solutions for a wide range of use cases.
Foresight and decision support in an uncertain energy system
In a world where variable, decentralized energy resources and transnational coordination are adding complexity to system operation, the capability to anticipate and adapt to a rapidly changing situation is key.
Forecasting the evolution of parameters such as the system imbalance, the available flexibility on the market, or the load at a specific substation becomes crucial to keep the lights on.
The N-SIDE Energy Forecasting Platform enables the development of predictive and prescriptive forecasting services. Whether you’re starting from a demonstrated use case or building a new one, our forecasting services can be easily customized to your specific needs.
Load Flow Forecasting Services
Nodal Load Forecasting Services
System Parameters Forecasting Services
Inputs
On top of your data, the N-SIDE Energy Forecasting Platform leverages more than 500 data sources and 50,000 free parameters to generate high-quality forecasts. Inputs include fundamentals data (consumption, generation mix, renewable generation, weather data, etc.), direct market information and your data through a Push API .
Algorithm
We focus on families of algorithms such as boosted regression trees which we’ve rendered explainable with proprietary methods and a dedicated user interface, to eliminate the black box effect and deliver the maximum level of interpretability
Forecasts
Forecasts are delivered and updated at the optimal moment in order to maximize their business value. They are available on a reliable user-friendly platform, giving you the opportunity to adapt the tool to your own workflows. You’ll also benefit from a clear visualization of your performance.
This same platform supports all our other forecasting applications, enabling you to access all your forecasters in one place.
Interpretability
Precision without understanding is nothing. Our platform comes with a graphical interface and a transparency dashboard that ensures you can understand, at any moment, the impact of each driver and data source.
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Name Title, Company
TIME-SERIES FORECASTING IN ENERGY
Easy to interpret forecasting models that provide you with transparency into your operations. Our Energy Forecasting Platform allows you to minimize the operational costs of running the grid. To give an example of what N-SIDE’s platform can provide, we’ve created an interactive dashboard that allows you to single out the contribution of each input feature to the results of an HVDC interconnector power flow forecast.
Get a view of the highest-impact system parameters for your operation, from week-ahead to real-time.
Our forecasting platform is responsive to your specific needs. Access tailor-made forecasts that have been validated on a wide range of use cases.
Get easy access to the forecasts you want by integrating them into your operations via API.
Avoid the black box effect. Our explainable machine learning algorithms enable fully transparent forecasts.
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30% MAE improvement on peak load forecasting on substations -
3 days to validate the performance for a new use case -
500+GWh optimized annually -
15+ companies relying on N-SIDE’s Energy Forecasting Platform
Related Services
Co-creation
With our co-creation approach, we tackle new challenges together with our clients by applying cutting-edge techniques from the extensive N-SIDE analytics toolbox.
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Match-integrate-support
Our match-integrate-support service is a step-by-step approach to facilitate the gradual adoption of our software products while mitigating risk within your organization.
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Article
Time-series forecasting in energy: the need for explainable AI
Energy players need to explain decision-making, even when it’s powered by AI. We’ve developed a unique method for improving transparency called multipole expansion.
Read now
Webinar
AI in Energy forecasting: how to avoid the black-box effect
Learn how N-SIDE is able to combine the best of business know-how and the right algorithmic choices to help avoid the symptomatic AI “black-box effect.”
Watch nowRequest info about working with N-SIDE
Contact us to learn how our services can help you overcome energy-related challenges.