End-to-end chiller fault diagnosis using fused attention mechanism and dynamic cross-entropy under imbalanced datasets
Author:
Publisher
Elsevier BV
Subject
Building and Construction,Geography, Planning and Development,Civil and Structural Engineering,Environmental Engineering
Reference48 articles.
1. Achieving better energy-efficient air conditioning-a review of technologies and strategies;Chua;Appl. Energy,2013
2. A review on buildings energy consumption information;Pérez-Lombard;Energy Build.,2008
3. A novel semi-supervised data-driven method for chiller fault diagnosis with unlabeled data;Li;Appl. Energy,2021
4. Buildings Energy Data Book, Office of Energy Efficiency and Renewable Energy,2007
5. An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems;Li;Build. Environ.,2021
Cited by 30 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults;Neurocomputing;2024-12
2. Advance and prospect of machine learning based fault detection and diagnosis in air conditioning systems;Renewable and Sustainable Energy Reviews;2024-11
3. Forecasting operation of a chiller plant facility using data-driven models;International Journal of Refrigeration;2024-11
4. A new chiller fault diagnosis method under the imbalanced data environment via combining an improved generative adversarial network with an enhanced deep extreme learning machine;Engineering Applications of Artificial Intelligence;2024-11
5. A review on hybrid physics and data-driven modeling methods applied in air source heat pump systems for energy efficiency improvement;Renewable and Sustainable Energy Reviews;2024-10
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3