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A degradation knowledge guided health indicator for chiller performance monitoring based on variational information bottleneck

Qiao Deng Yufei Liu Yifeng Yuan Zhiwen Chen Yalin Wang Weihua Gui

建筑模拟（英文版）2026，Vol.19Issue(2)：315-332,18.

建筑模拟（英文版）2026，Vol.19Issue(2)：315-332,18.DOI:10.1007/s12273-025-1383-9

A degradation knowledge guided health indicator for chiller performance monitoring based on variational information bottleneck

Qiao Deng ¹Yufei Liu ¹Yifeng Yuan ²Zhiwen Chen ³Yalin Wang ¹Weihua Gui¹

作者信息

1. School of Automation,Central South University,Changsha 410083,China
2. Shenzhen DAS Intellitech Co.,Ltd.,Shenzhen 518057,China
3. School of Automation,Central South University,Changsha 410083,China||Xiangjiang Laboratory of Hunan Province,Changsha 410205,China
折叠

摘要

关键词

chiller/health indicator/performance monitoring/variational information bottleneck/degradation knowledge

Key words

chiller/health indicator/performance monitoring/variational information bottleneck/degradation knowledge

引用本文复制引用

Qiao Deng,Yufei Liu,Yifeng Yuan,Zhiwen Chen,Yalin Wang,Weihua Gui..A degradation knowledge guided health indicator for chiller performance monitoring based on variational information bottleneck[J].建筑模拟（英文版）,2026,19(2):315-332,18.

基金项目

This work was supported in part by the National Natural Science Foundation of China(#62173349),in part by the Natural Science Foundation of Hunan Province(#2025JJ10007),in part by the Science and Technology Innovation Program of Hunan Province(#2022RC1090),in part by Central South University Innovation-Driven Research Program(#2023CXQD073). （#62173349）

建筑模拟（英文版）

ISSN：1996-3599

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