Real ChatGPT answer · index seedbR5dR3yprU8completeHome services and improvement · solar panelsinformational
How does heavy accumulated snow affect solar panel generation efficiency over a typical week, and is it ever worth getting up on a slippery roof to clear it?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does heavy accumulated snow affect solar panel generation efficiency over a typical week, and is it ever worth getting up on a slippery roof to clear it?
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
solar photovoltaic panels snow coverage energy production snow shedding study NREL Google ↗
solar panel snow removal roof safety do not climb slippery roof guidance Google ↗
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- obis.osha.gov · obis.osha.gov
- Managing Snow Loads on Roofs and Decks · basc.pnnl.gov
- Falls and Other Hazards to Workers Removing Snow from Rooftops and Other Elevated Surfaces · osha.gov
- The Impact of Snow on PV Performance · energy.sandia.gov
- Photovoltaic electricity generation loss due to snow – A literature review on influence factors, estimation, and mitigation · sciencedirect.com
Queries
2 queries · click a column to sort