How does cold weather in the Midwest actually impact the daily driving range of electric cargo vans used for morning delivery routes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does cold weather in the Midwest actually impact the daily driving range of electric cargo vans used for morning delivery routes?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
electric delivery van cold weather range loss testing winter battery heating cabin heat fleet study Google ↗
DOE cold weather electric vehicle range loss 20 degrees heating study Google ↗
- 2022-01-0199: Modeling Climate Control Loads and the Impact on Vehicle Range for Last-Mile Electric Delivery Trucks in Cold Climates · saemobilus.sae.org
- Modeling Climate Control Loads and the Impact on Vehicle Range for Last-Mile Electric Delivery Trucks in Cold Climates · experts.umn.edu
- Program Record: Impact of Cold Ambient Temperatures and Extreme Conditions on Electric Vehicles · energy.gov
- Program Record: Impact of Cold Ambient Temperatures and Extreme Conditions on Electric Vehicles · energy.gov
- Passenger Car BEVs under Extreme Weather - Vehicle & Mobility Systems Department · vms.taps.anl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric delivery van cold weather range loss testing winter battery heating cabin heat fleet study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DOE cold weather electric vehicle range loss 20 degrees heating study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |