Climate adaptive energy efficiency modeling using a generalized additive approach to optimize building performance across Chinese climate zones

Climate adaptive energy efficiency modeling using a generalized additive approach to optimize building performance across Chinese climate zones

Abstract Accurate measurement and verification (M&V) of energy efficiency measures (EEM) in commercial buildings is a key requirement to improve energy performance and meet sustainability goals. Research suggests a new method to M&V EEM using generalized additive models (GAM) to provide a wa...

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Bibliographic Details
Main Authors: Jian Yang, Mu He, Xingzhu Zhang, Qimeng Ning, Yu Chen, Maryam Alsadat Ziaei Mazinan
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Generalized additive models
Measurement and verification
Energy efficiency measures
Building energy performance
Monte Carlo simulation
Online Access:https://doi.org/10.1038/s41598-025-04844-1
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