Transmission

AI in Power Trading with David Miller (CCO, Gridmatic)

44 snips
Apr 22, 2025
In this engaging conversation, David Miller, VP of Business Development at Gridmatic, dives into the transformative role of AI in power trading. He explains how AI enhances forecasting, bidding, and real-time optimization. David addresses the challenges new entrants face in accessing markets and how AI can streamline their participation. He also discusses the balance between automated trading and human decision-making during market volatility. Lastly, he shares insights on innovative contract structures and the evolving landscape of energy storage, painting a picture of the future of power trading.
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INSIGHT

AI Transforms Price Forecasting

  • Gridmatic uses AI for electricity price forecasting instead of traditional physics-based grid models.
  • Their AI learns from vast data to outperform traditional forecasting and automate complex battery operations.
INSIGHT

AI Automation with Human Oversight

  • Gridmatic automates battery control with minimal human intervention, engaging humans only for unprecedented grid events.
  • Their AI models adapt and recalibrate faster than humans after rare market anomalies.
ADVICE

Strong Risk Management Practices

  • Effective risk management requires monitoring tail risk metrics and investigating unusual market scenarios.
  • Manually pause automation to manage and understand unexpected conditions before resuming.
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