Skip to content

James Sanders

Data Scientist, Machine Learning Scientist

  • Portfolio
  • Blog
  • About
  • Contact

Tag: load forecasting

data-scienceLeave a comment

How much public EV charging energy actually lands in your peak window?

October 13, 2026 James Sanders

Measured shares of weekday public-charging energy falling in a 4–9 pm window, by venue: 14.5–15.5% at offices, 32.1–32.5% at highway corridor fast chargers, against 20.8% for a flat day. And what the shapes can and cannot do in a rate proceeding. Continue reading How much public EV charging energy actually lands in your peak window?

data-scienceLeave a comment

Are Your EV Charging Archetypes Real—or Just Covariance-Matched Noise?

August 31, 2026September 1, 2026 James Sanders

A power-calibrated null test for EV charging archetypes, run on 15,924 stations and 11.5 million sessions. Three of four clusters were regions of a smooth cloud. One group of 838 was not. Continue reading Are Your EV Charging Archetypes Real—or Just Covariance-Matched Noise?

    jaksanders@gmail.com
    +1 303-570-4096
    • LinkedIn
    • GitHub
    • Portfolio
    • Blog
    • About
    • Contact
    Blog at WordPress.com.
    • Subscribe Subscribed
      James Sanders

      Have a WordPress.com account? Log in now.

    • James Sanders
      View site in Reader
      Manage subscriptionsSign upLog in
      Report this content
      Collapse this bar