How do extreme hot and cold weather climates affect the long term health and daily range of an electric car battery?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do extreme hot and cold weather climates affect the long term health and daily range of an electric car battery?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
US Department of Energy electric vehicle cold weather range battery temperature heat degradation lithium ion battery thermal management Google ↗
Geotab EV battery degradation temperature climate hot weather battery health study Google ↗
- Passenger Car BEVs under Extreme Weather - Vehicle & Mobility Systems Department · vms.taps.anl.gov
- Program Record: Impact of Cold Ambient Temperatures and Extreme Conditions on Electric Vehicles · energy.gov
- Winterizing Your Electric Vehicle · energy.gov
- Electric and Hybrid Vehicles: Battery, Charging & Safety · nhtsa.gov
- EV Battery Health Study: New Data on Fast Charging & Degradation · geotab.com
- EV Battery Health: Key Findings from 22,700 Vehicle Data Analysis · 2.zoppoz.workers.dev
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US Department of Energy electric vehicle cold weather range battery temperature heat degradation lithium ion battery thermal management OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Geotab EV battery degradation temperature climate hot weather battery health study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |