Understanding Electric Vehicle Range: Insights from Fleet Data

Range anxiety remains one of the most common concerns for electric vehicle drivers. But how much does range actually depend on factors such as driving style, ambient temperature, vehicle usage patterns, or time spent inactive?

In this webinar, we analyze sensor data from a fleet of electric vehicles operating in real-world conditions across different climates and driving patterns. Using data-driven analytics, we’ll explore how engineers can identify which parameters have the greatest impact on energy consumption and vehicle range.
 

You’ll learn how to:

• Analyze fleet-level sensor data to understand real-world vehicle energy consumption
• Identify key parameters that influence EV range, including driving behavior, ambient temperature, distance traveled, and vehicle usage patterns
• Compare performance across vehicles, drivers, and operating conditions
• Use tools such as Advantage Insights to visualize, organize, and explore complex fleet datasets

See how fleet data analytics can help engineers better understand EV performance and make more informed design and operational decisions.

Date: April 22, 2026

Presenters: Kurt Munson, AEM - Applications Engineering Manager and Fred Kihm, Product Manager - Analytics and Signal Processing

Duration: 30 minutes

Language: English