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Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems

机译：基于间隔的特征基于机器学习技术，用于不确定HVAC系统的故障检测与诊断

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Sondes Gharsellaoui; Majdi Mansouri; Mohamed Trabelsi; Mohamed-Faouzi Harkat; Shady S. Refaat; Hassani Messaoud;
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年度 2020
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1. A Dynamic Machine Learning-based Technique for Automated Fault Detection in HVAC Systems [J] . Josh Wall, Ying Guo, Jiaming Li, ASHRAE Transactions . 2011,第Pta2期

机译：基于动态机器学习的HVAC系统自动故障检测技术
2. Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems [J] . Hajji Mansour, Harkat Mohamed-Faouzi, Kouadri Abdelmalek, European Journal of Control . 2021,第May期

机译：基于多变量特征提取的光伏系统故障检测和诊断的监督机器学习
3. Support vector machine based fault detection and diagnosis for HVAC systems [J] . Jiaming Li, Ying Guo, Josh Wall, International Journal of Intelligent Systems Technologies and Applications . 2019,第1a2期

机译：支持向量机基于HVAC系统的故障检测与诊断
4. Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC Systems [C] . Maitreyee Dey, Soumya Prakash Rana, Sandra Dudley IEEE International Conference on Tools with Artificial Intelligence . 2018

机译：半监控自动故障检测和诊断HVAC系统的学习技术
5. Online-Learning-Based Fault Detection and Diagnosis for HVAC Systems in Commercial Buildings [D] . Karami, Majid . 2019

机译：基于在线学习的商业建筑中HVAC系统的故障检测与诊断
6. Big Data Approach to Batch Process Monitoring: Simultaneous Fault Detection and Diagnosis Using Nonlinear Support Vector Machine-based Feature Selection [O] . Melis Onel, Chris A. Kieslich, Yannis A. Guzman, -1

机译：大数据方法用于批处理过程监控：使用基于非线性支持向量机的特征选择同时进行故障检测和诊断
7. Dataset Reduction Framework For Intelligent Fault Detection In IoT-based Cyber-Physical Systems Using Machine Learning Techniques [O] . Georgios Tertytchny, Maria K. Michael 2020

机译：使用机器学习技术的基于机器的网络物理系统中的智能故障检测数据集减少框架

Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems

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