Real ChatGPT answer · index seed8H9knsiTTJAcompleteHome services and improvement · solar panelsinformational
What tilt angle should our engineering team specify for a flat commercial roof solar installation in Texas to avoid pooling water and dust accumulation?
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The searches the AI actually ran for this prompt.
SEED QUERY
What tilt angle should our engineering team specify for a flat commercial roof solar installation in Texas to avoid pooling water and dust accumulation?
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
Texas commercial low slope roof positive drainage minimum slope 1/4 inch per foot IBC roof drainage code Google ↗
solar PV module tilt angle self cleaning dust rainfall 10 degrees research commercial flat roof wind loading Texas Google ↗
- CHAPTER 36. SOLAR ENERGY USE · handbook.ashrae.org
- Cleaning of Photovoltaic Modules through Rain: Experimental Study and Modeling Approaches - Norde Santos - 2024 - Solar RRL · onlinelibrary.wiley.com
- PV System Owner’s Guide to Identifying, Assessing, and Addressing Weather Vulnerabilities, Risks, and Impacts · energy.gov
- Life Cycle of Photovoltaic Systems: Install and Commission a Photovoltaic System · energy.gov
- CHAPTER 15 ROOF ASSEMBLIES AND ROOFTOP STRUCTURES · codes.iccsafe.org
- Considerations for Roof Ponding in Low-Slope Wood-Frame Roofs - WoodWorks · woodworks.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas commercial low slope roof positive drainage minimum slope 1/4 inch per foot IBC roof drainage code OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
solar PV module tilt angle self cleaning dust rainfall 10 degrees research commercial flat roof wind loading Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |