Amperon - AI-powered Operational Demand Forecasting Software for the Energy Transition
Our award-winning machine learning models power the Amperon platform to provide easy-to-interpret, real-time insights. Our scientists are supported by data engineers to wring as much signal out of the rawest data we can get our hands on. This leads not only to more accurate forecasts, but also the quickest on-boarding process in the industry.
Short-term forecasts for accurate scheduling and position management
Our 14-day forecasts run every hour and use the most up-to-date weather and grid data.
- Overlay your hedges to show your net position
- Stress test daily short-term peak weather scenarios at a zonal level
- See how forecasts change, hour-over-hour
- Automated submodel weighting according to historical skill to ensure your particular portfolio is getting the most accurate forecasts possible
- Short-term forecasts available at the ISO-level (using only public data) and at the portfolio level (making full use of premise-level meter data for your entire book)
Get the definitive source of detailed information about your book’s position for the next 5 years. In addition to your primary forecast, test out different scenarios as your portfolio grows and changes:
- Overlay your hedges to show your net position
- Compare different simulated weather regimes to risk model hotter summers or colder winters
- Model each meter at up to an hourly resolution, tied to meter-level contract data to understand your exact risk obligation
- See renewal extensions up to 3 months out
Using a population-weighted grid of thousands of points, Amperon’s weather forecasts are a key input to our algorithms.
- 15-day visualization of min/max forecast for all major cities.
- Pick between 3 leading weather vendors, with more vendors always being evaluated.
- 1:1 access to our ex-NASA and ex-Wall Street, in-house Chief Meteorologist for additional support and analysis.
Streamline your forecast-to-bid process with Amperon’s scheduling tool that automatically submits correct day-ahead bids directly to the ISO. You no longer have to worry about incorrectly entering bids and can instead use a tool that is entirely scalable.
- Bids are based on the most-up-to-date forecast for more accuracy.
- Threshold alerts to notify our market ops specialist if data looks irregular
Retailers
Cover your risk in the changing retail markets
Our portfolio-level load forecasting solution is derived entirely from your underlying meters and provides:
- Position management: Easily review all day-ahead and term hedges, with DAM clearing prices automatically included.
- Industry-leading MAPE: Get 3x more accurate forecasts and save millions on procurement.
- Per-meter analytics: We ingest raw meter data to derive a custom forecast for your specific portfolio.
- Full-automated scheduling: Send bids based on the most-up-to-date forecast for more accuracy.
Munis/Co-ops
Modernize your operational demands
Take advantage of the latest electricity analytics with a load forecasting solution derived entirely from your segments underlying meters. Includes:
- Stress tests: Try out different weather scenarios (e.g. 5 degrees colder/hotter) to see how your forecasts will be affected.
- Simple SCADA upload API to get us your historical actuals and produce a forecast within days
- Position management: Easily review all day-ahead and term hedges, with DAM clearing prices automatically included.
Traders
Your trading desk co-pilot
Get accurate forecasts when it counts with our 15-day grid-scale forecasts derived entirely from publicly available data. Includes:
- Built-in weather platform that is the backbone of our forecasts.
- Low MAPEs that consistently beat the ISO, especially during extreme weather events.
- Weather scenarios so you can see how forecasts will be affected if it`s 5 degrees hotter or colder.
Commercial & Industrial
Energy management tools
Take a proactive approach to energy management. With the right tools in place, you can reduce energy usage and increase profits.
- Leverage 360-view of your energy consumption to make more informed decisions.
- AI models predict day-ahead demand and automatically schedule bids.
- Save on utility transmission charges using our peak alerts technology.