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Towards Electricity Self-Sufficent Houses
Caption
This infographic is adapted from Energies 2024, 17(17), 4518; https://doi.org/10.3390/en17174518
This study predicts household energy self-sufficiency using LightGBM, SHAP, and heatmaps, identifying key factors like housing type, appliances, and energy bills. The model achieved an F1 score of 0.90.
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Update Date:
02 Jan 2025
View Times:
459
Image Gallery:
Scientific Infographics
Subject:
Energy & Fuels
Keywords
SHAP LightGBM correlation heatmap time-series data zero-carbon housing energy policy questionnaire survey
Office, E.E. Towards Electricity Self-Sufficent Houses. Encyclopedia. Available online: https://encyclopedia.pub/image/2446 (accessed on 29 April 2025).
Office EE. Towards Electricity Self-Sufficent Houses. Encyclopedia. https://encyclopedia.pub/image/2446. Published Nov 26, 2024. Accessed 29 April, 2025.
Office, Encyclopedia Editorial. Towards Electricity Self-Sufficent Houses. 2024. Encyclopedia. https://encyclopedia.pub/image/2446.
Office, E.E. (2024). Towards Electricity Self-Sufficent Houses. Encyclopedia. https://encyclopedia.pub/image/2446
Office, Encyclopedia Editorial. "Towards Electricity Self-Sufficent Houses." Encyclopedia, 2024, https://encyclopedia.pub/image/2446. Accessed 29 April, 2025.