A comparative study on life cycle assessment and economic analysis of photovoltaic-based air heating systems based on machine learning prediction.

Xu S, Zhou X, Ma J, Xue R, Wang L, Hao W

Open source

DOI
10.1038/s41598-026-43488-7
Published
2026 Mar 13
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-026-43488-7,
  title = {A comparative study on life cycle assessment and economic analysis of photovoltaic-based air heating systems based on machine learning prediction.},
  author = {Xu S and Zhou X and Ma J and Xue R and Wang L and Hao W},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-43488-7},
  url = {https://doi.org/10.1038/s41598-026-43488-7}
}

RIS

TY  - JOUR
TI  - A comparative study on life cycle assessment and economic analysis of photovoltaic-based air heating systems based on machine learning prediction.
AU  - Xu S
AU  - Zhou X
AU  - Ma J
AU  - Xue R
AU  - Wang L
AU  - Hao W
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-43488-7
UR  - https://doi.org/10.1038/s41598-026-43488-7
ER  - 

APA

S, X., X, Z., J, M., R, X., L, W., & W, H. (2026). A comparative study on life cycle assessment and economic analysis of photovoltaic-based air heating systems based on machine learning prediction.. Scientific reports. https://doi.org/10.1038/s41598-026-43488-7

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