Next Generation Integrated Short-Term and VP Trading Optimization and AI Forecasting Platform
Leverage the power of real-time data, high-performance AI predictions and co-optimization trading algorithms to maximize your trading profit. Focus on your portfolio, and outsource complex trading optimization & AI price forecasting algorithms to us.
QR Optimizer Integrates Key Advanced Technologies to Maximize the Profitability of Short-term and VP under Risk and Uncertainty
Our trading ecosystem enables you to leverage sophisticated probabilistic AI price forecasting and advanced trading optimization tools. Navigate intricate and volatile energy markets with AI generated hindsight. Optimize the bidding and trading of your portfolio to increase profit and minimize risk in world power and reserve markets.
Real-time Trading Automation
Advanced AI Predictive and Trading Optimization Algorithms
Probabilistic AI forecasts generate 1000s price paths for intraday and DA energy and reserve prices, creating their joint probability distribution. Advanced stochastic co-optimization algorithms identify the bidding strategies in energy and reserve markets, across these 1000s price forecasts, that maximize profit while minimizing risk (VaR, or CVaR).
Power Market Agnostic
A ready-to-use, API-friendly cloud-based trading optimization ecosystem. It features AI-driven price forecasting for global energy and reserve markets, along with bidding co-optimization models and algorithms tailored for diverse trading portfolios and strategies. The platform offers seamless and flexible integration with in-house ETRMs, ISOs, and power market operators worldwide.
QR Electricity Trading Advanced Ecosystem
- Microservice architecture enables accelerated custom configuration of electricity trading optimization solutions.
- API-friendly ecosystem allows flexible integration and data exchange with third party & in-house systems. Functionalities are constantly enhanced and extended to meet clients requirements.
We provide integrated technologies to perform accurate forecasts, trade effectively, optimize profits and minimize risk in any world power market.
QR AI Forecaster computes probabilistic forecasts for energy and reserve prices. QR Optimizer provides a range of stochastic co-optimization algorithms for short-term and VP trading in intraday and day-ahead energy and reserve markets to maximize trading P&L while minimizing risk (VaR or CVaR).
Trading optimization Solutions
- Our expert PhD team uses QR Trading Optimizer and decades of experience to create and manage short-term optimal trading models and algorithms for your portfolio. The resulting optimal buy-sell trading signals or bids offer maximize your portfolio gross margin or P&L.
- The trading signals or bids are computed at 5-60 mins granularity, matching your intraday and day-ahead power market.
- New trading signals are produced every 15 minutes, 24/7 for intraday, and at 10:00 for DA trading.
Probabilistic Forecasts
QR AI Forecaster generates 1000s of probabilistic price forecasts at different percentiles for intraday and DA energy and reserve prices in world power markets. These provide the joint probability distribution of the energy and reserve markets. All data is provided.
QR DataHub
- Centralized data platform ready to fetch, clean, insert and manage all your data, from 5 to 60 min resolution, consumer meter, generation, system demand (regional, zonal, total), prices (system, nodal, LPM, real-time and DA), outages, stack of bids & offers, supply side data, weather, schedules, trades, settlement, billing, etc.
- Once data fetching and migration are accomplished, you have all your data in a robust and modern data management system.
- Leverage the power of a ready-to-use data hub for all your energy trading data needs, built on advanced data architecture, big data storage, flexible data modeling, and API technologies. Enjoy streamlined data pipelines, and intuitive web-based management tools.
QR Nodal / Virtual Buy-sell Trading Optimization
QR Stochastic Bidding Optimization
QR AI Price Forecasting Dashboard
QR Data Hub for World Power Markets
Power Trading & Bidding Optimization Benefits
- You can always start with a POC Trial for nodal price forecasting or trading optimization to determine how much we can improve your P&L.
- Two flexible delivery options: our solutions are licensed as a yearly subscription service. They can be installed on and delivered from our cloud servers as a service, and you receive, via API and in web dashboards, the desired outputs, e.g., price forecasts, optimal bidding & trading schedules every 15 minutes, 24/7. No software installation, hardware and IT resources are needed. Alternatively, they can be implemented on a private cloud of your choosing, or on-site, and you control the environment. In both cases, you pay one single annual subscription fee comprising the license, maintenance and upgrade releases.
- Ready-to use platform. We offer a large number of especially designed algorithms and models for short-term and VP trading. These can be used on your portfolio and markets with minor configuration.
- Expert team. In-house trading optimization or price forecasting models require extensive expert resources. Models are sensitive to myriads of constraints and parameters. QR Optimizer and QR Forecaster are created as universal engines that could be rapidly configured for different operations. Our expert teams closely work with clients to customize and maintain optimization models that suit their trading portfolios.