How should I calculate the optimal tilt angle for roof-mounted solar panels to maximize daily kilowatt-hour generation for my electric vehicle commute profile?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I calculate the optimal tilt angle for roof-mounted solar panels to maximize daily kilowatt-hour generation for my electric vehicle commute profile?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
NREL PVWatts optimal tilt angle monthly solar production fixed roof orientation hourly output documentation Google ↗
NREL solar photovoltaic tilt angle latitude seasonal optimization daily energy production Google ↗
- System Design · samrepo.nlr.gov
- Results · samrepo.nlr.gov
- PVWatts V6 API · developer.nlr.gov
- Solar photovoltaic output depends on orientation, tilt, and tracking · eia.gov
- Best Practices for Siting Solar · docs.nrel.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NREL PVWatts optimal tilt angle monthly solar production fixed roof orientation hourly output documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL solar photovoltaic tilt angle latitude seasonal optimization daily energy production OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |