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Energy Load, Price & Renewable AI Forecasting Solutions & Services

  • Power markets, ISOs & RTOs nodal / LMP prices.
  • Consumer, total and net load.
  • Solar and wind generation forecasts.
  • Intraday, 7 DA 5-60 mins forecast resolution.
  • New forecast publication every 15 mins 24/7.
  • Probabilistic upper & lower uncertainty forecasts.
Contact us to explore a free POC trial.

QR AI Forecaster Solutions: A range of robust advanced AI forecast solutions tailored for intraday and 7 days ahead, load, price, wind and solar generation forecasts.

Clients: Utilities, munis, electric co-ops, retail energy providers, marketers, energy traders, generators, renewables, market operators, electricity market (ISO) and transmission operators.

QR AI Forecaster Solutions

AI Load & Demand

AI Load & Demand Forecast

Wholesale, retail and individual consumers. Net Load, ISO demand.

AI Price Forecast

Energy & reserves nodal, LMP & trading hub prices in world ISO & Power Exchanges

AI Renewable Generation

AI Renewable Generation Forecast

Intraday and day-ahead solar and wind generation

Forecast as a Service

Load, demand, price and renewable forecasts as a 24/7 cloud service

Download Brochures

Build, fine-tune, optimize and deploy AI forecast models in record time

  • API-friendly ecosystem allows flexible integration with third party & in-house systems. Microservice architecture accelerates custom configuration of forecast solutions.
  • No-coding AI platform: drag, drop and combine in user-friendly dashboards various Deep & Machine Learning model components to create custom forecasts.
  • AutoML platform determines the optimal parameters of each AI model, saving days of trial & error work.
  • QR Data Hub is a no-coding robust data platform that can be configured to fetch, cleans, insert and manage all data needed.
  • Leverage our automated platform & expert team. The AI models self-calibrate, learn & adapt with each new data. Our data science team regularly fine-tunes and optimizes your AI models.
Contact us to explore a free POC trial.

QR AI Forecaster Features

  • Our AI team constantly reviews the latest R&D and adapts, customizes and implements the best Deep and Machine Learning AI models for electricity markets.
  • Features engineering and AI modeling are both automated and can be configured in user-friendly interfaces. No coding or AI knowledge are needed.
  • The platform offers different AI models for intraday, 7 DA, medium and long term  load, price, solar and wind generation forecasts.
  • Medium and long-term load forecasts include what-if-scenarios on exogenous factors, e.g., temperature +/- 10o, demand growth + 9%, etc.
  • Forecast models can be probabilistic with an average, high, and low forecasts at set percentiles, e.g., 5 & 95, 10 & 90, etc.
  • Extreme case scenarios can be simulated on top of AI load forecasts. We can furthermore combine these with probabilistic forecasts to account for the volatility of external drivers such as weather, irradiance, or wind factors.

No-coding on-screen contextual feature engineering: similar points, and temporal features.

On screen load data preprocessing (gaps, outliers, quantization), contextual feature engineering

No-coding on-screen drag & drop  feature engineering: weather, radiance and other time series.

On screen drag & drop AI solar generation forecasting. Build, fine-tune & deploy models.

Bottom up load forecasting model: aggregating load pre-forecasting and making a single forecast.

Custom data visualization (forecasts and actual), interactive dashboards and reports. Data exporting.

Benefits

  • You can always start with a free POC Trial.
  • Two flexible delivery options:
    • Forecast as a Service (FaaS). Our AI platform and expert team do everything, and you receive, via API and in web dashboards, intraday and DA forecasts every 5–10 minutes, 24/7. No software installation, hardware and IT resources are needed.
    • Software as a Service (SaaS) where we implement QR AI Forecaster on a private cloud of your choosing, or on-site, and you control the data & of the AI models.
  • Cost-effective pricing. Whether you use QR AI Forecaster as FaaS or SaaS, you pay one single annual subscription fee. The fee comprises the license, maintenance and upgrade releases.
  • Ready-to use platform. We offer a large number of preconfigured Deep & Machine Learning models especially designed for load, price, solar and wind generation forecasting. These can be instantly trained on any data set of interest.
  • Expert support team. Creating and maintaining forecast solutions in-house, using generic AI tools, require extensive use of data scientists. When working with QuantRisk our data scientists configure, fine-tune and deploy your forecast models and maintain them in time as data behavior changes.
  • Forecast results are published via API and in web dashboards with data visualization and manual download options.

Load, Price & Renewable Generation Forecasts Brochures & Case Studies

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Let's talk about your needs

We look forward to exploring the range of options for your projects. Please write to us and one of our project managers will get back to you at once.