Real ChatGPT answer · index seedPOsC8l6l7VEcompleteHome services and improvement · solar panelscommercial
How does a low slope or flat commercial roof affect the optimal tilt angle for solar panels and overall yearly energy yield?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does a low slope or flat commercial roof affect the optimal tilt angle for solar panels and overall yearly energy yield?
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 commercial flat roof photovoltaic tilt angle annual energy yield low tilt east west row spacing modeling Google ↗
commercial rooftop solar low tilt 5 10 degrees energy yield flat roof annual production study Google ↗
- Integration of Rooftop · nrel.gov
- REopt Lite User Manual · nrel.gov
- The REopt Web Tool User Manual · reopt.nrel.gov
- Solar Orientation For Solar Arrays and Panels · basc.pnnl.gov
- System Design · samrepo.nlr.gov
- Commercial PV | Electricity | 2024 | ATB · atb.nrel.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NREL commercial flat roof photovoltaic tilt angle annual energy yield low tilt east west row spacing modeling OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
commercial rooftop solar low tilt 5 10 degrees energy yield flat roof annual production study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |