Product Launch
New Product Alert! Probabilistic Asset Solar and Wind Short-Term Forecasts
Learn More

The grid is changing fast. Learn how utilities are using modern forecasting tools to keep up with changing dynamics at every time horizon:

  • Multi-year grid planning
  • Seasonal load risk planning
  • Week-ahead operational planning
  • Real-time situational awareness
Amperon logo mark showing stylized A in black and light blue
EY & Amperon
September 10, 2026
September 10, 2026
13 minutes

What you'll discover in this report

  • How to ground long-term planning through meter-level growth modeling and weather scenario analysis
  • How to find the "sweet spot" that transforms demand response from an emergency measure to a proactive, user-friendly program
  • How to solve data challenges by cleaning SCADA & AMI data and accounting for behind-the-meter solar and storage
  • How to inform control room operations with real-time, transformer-level load forecasts
  • Large load additions, accelerating electrification, renewable energy penetration, and volatile weather have all turned uncertainty into a day-to-day operating condition that utilities must be able to quantify and respond to. Learn the playbook for dealing with uncertainty by informing and updating decisions across every time horizon.

    Download White Paper: How AI-powered forecasting enhances utility decision-making

    Simulator Scenarios

    Multi-year grid planning
    Meter-level + continuously learning
    Seasonal load risk planning
    Weather-informed + probabilistic
    Short-term operational planning
    Physics-based + machine learning
    Real-time situational awareness
    Intra-day + sub-hourly resolution

    With AI-powered meter-level forecasts specific to their service territory, utilities can continuously visualize, quantify, and manage uncertainty at every time scale.

    Related Ebooks and White papers

    This is where you can stay 
up to date on Amperon.

    Left arrow icon for navigationRight arrow icon for navigation
    PDF
    September 10, 2026
    How AI-powered forecasting enhances utility decision-making
    Download report
    PDF
    August 25, 2026
    Amperon Energy Trading Simulator
    Download report
    PDF
    July 9, 2026
    Load Growth in the SPP Footprint
    Download report
    PDF
    July 8, 2026
    New York's Grid Isn't Growing: Here's Why
    Download report
    PDF
    July 8, 2026
    PJM Load Growth 2021–2025: The Demand Behind the Data
    Download report
    PDF
    June 23, 2026
    MISO Load Growth: The End of Flat Demand
    Download report
    PDF
    May 27, 2026
    2026 European Summer Grid Outlook
    Download report
    PDF
    June 23, 2026
    ERCOT Load Growth & Market Transformation
    Download report
    PDF
    May 1, 2026
    Amperon’s 2026 U.S. Summer Grid Outlook
    Download report
    PDF
    March 5, 2026
    2026 State of Asset Management Report
    Download report
    PDF
    February 23, 2026
    IPPs Rolling Off PPA
    Download report
    PDF
    February 2, 2026
    The Future of Term Trading: Quantifying Tail Risk
    Download report
    PDF
    February 2, 2026
    NYISO's Big Test: Translating Renewables Into Grid Reliability
    Download report
    PDF
    August 25, 2026
    Mitigating Curtailment Risk with Smarter Wind and Solar Forecasting
    Download report
    PDF
    August 25, 2026
    Amperon's US Winter Grid Outlook: Weak La Niña, Strong Uncertainty
    Download report
    PDF
    August 25, 2026
    Mid-Term Demand Forecasting Using ECMWF Weather Models & AI/ML Modeling for Energy Markets
    Download report
    PDF
    August 25, 2026
    The Complete Energy-to-Weather Forecasting Guide
    Download report
    Wind turbine with red and white blades against blue sky overlooking patchwork of yellow canola fields and green farmland
    PDF
    December 9, 2025
    The Growing Demands of Public Power
    Download report
    High-voltage electrical transmission tower in snowy winter landscape with power lines and frost-covered trees
    PDF
    December 9, 2025
    Amperon's US Winter Grid Outlook 2024-2025
    Download report
    Amperon's 2025 U.S. Summer Grid Outlook eBook displayed on a tablet, with energy lines in the background
    PDF
    December 9, 2025
    Amperon's US Summer Grid Outlook 2025
    Download report
    Aerial view of large-scale ground-mounted solar farm with rows of panels in green rural landscape at golden hour
    PDF
    December 9, 2025
    cnMAE - The Right Metric for Evaluating Solar Forecasts
    Download report
    PDF
    January 8, 2026
    Forecast Accuracy Report
    Download report
    Amperon whitepaper preview titled Cost of Uncertainty: The Challenges and Value of Accurate Price Forecasting with report cover and sample graph page
    PDF
    December 9, 2025
    The Challenges and Value of Accurate Price Forecasting
    Download report
    Row of analog electric utility meters displaying kilowatt-hour consumption readings
    PDF
    December 9, 2025
    How Retailers Can Meet the Energy Demands of the Future
    Download report