Google
Forecasting

Reducing EV range anxiety: How a simple AI model predicts port availability

Our short summary of Google’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on research.google (opens in a new tab)

Problem

EV drivers worry about finding an open charging port, causing range anxiety.

Solution

Created a lightweight linear regression model that predicts the chance a charging port will be free in the next minutes, using few real‑time features for fast, low‑latency answers.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on research.google (opens in a new tab)

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