Real ChatGPT answer · index seed3761713maYkcompleteHome services and improvement · solar panelsinformational

How do I calculate the thermal coefficient derating factor for high-efficiency panels operating on a south-facing roof in Phoenix during July when ambient temperatures exceed 100 degrees Fahrenheit?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I calculate the thermal coefficient derating factor for high-efficiency panels operating on a south-facing roof in Phoenix during July when ambient temperatures exceed 100 degrees Fahrenheit?
1 real search · 1 real-search pass
Phoenix Arizona July solar irradiance typical rooftop photovoltaic cell temperature NOCT temperature coefficient calculation NREL PVWattsGoogle ↗
OBSERVED

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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Phoenix Arizona July solar irradiance typical rooftop photovoltaic cell temperature NOCT temperature coefficient calculation NREL PVWatts Google ↗
  1. PVWatts · pvpmc.sandia.gov
  2. PVWatts Version 5 Manual · pvwatts.nrel.gov
  3. NOCT Cell Temperature · pvpmc.sandia.gov
  4. SAM Help · sam.nrel.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Phoenix Arizona July solar irradiance typical rooftop photovoltaic cell temperature NOCT temperature coefficient calculation NREL PVWatts
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1