Real ChatGPT answer · index seedNdKvl82ipxUcompleteHome services and improvement · solar panelshowto
I need to compare mono versus poly solar panels for a class presentation, which one actually degrades slower over time based on recent data?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to compare mono versus poly solar panels for a class presentation, which one actually degrades slower over time based on recent data?
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
2024 2025 study degradation rate monocrystalline versus polycrystalline silicon photovoltaic modules field data annual degradation comparison Google ↗
NREL PV module degradation rates monocrystalline polycrystalline silicon comparison field study degradation rate Google ↗
- Long-term degradation of crystalline and amorphous silicon photovoltaic modules under a semi-arid climate · sciencedirect.com
- Field evaluation of performance degradation for three photovoltaic technologies operating in Marrakech's semi-arid environment · sciencedirect.com
- Defect analysis and performance evaluation of photovoltaic modules using quantitative electroluminescence imaging | Clean Energy · academic.oup.com
- 10 year performance and degradation analysis of different photovoltaic panels in the Istanbul Türkiye environment · sciencedirect.com
- Compendium of degradation rates of global photovoltaic (PV) technology: insights from technology, climate and geography · sciencedirect.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 study degradation rate monocrystalline versus polycrystalline silicon photovoltaic modules field data annual degradation comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL PV module degradation rates monocrystalline polycrystalline silicon comparison field study degradation rate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |