Fault detection and diagnosis (FDD) in AHUs within HVAC systems ensure optimal performance, energy efficiency, and occupant comfort by quickly identifying and diagnosing faults. Combining deep learnin

DataCite Commons2025-06-01 更新180

LBNL FDD Data Sets FCU

暖通空调

故障检测技术

The DOE and Berkeley Lab have partnered across the national laboratory complex and with the research community to curate, validate, and publish the world’s largest set of labeled time-series data repr

DataCite Commons2023-03-27 更新130

Electronic Circuit Current Data

电子电路

故障检测技术

These data represent the training set for a neural network designed to classify normal and faulty electrical circuit operation. They represent four device classes, and two operating states (normal and

DataONE2019-12-04 更新590

Research challenges and directions in HVAC fault prevalence

HVAC系统

故障检测技术

This study provides a review of the current state of knowledge, gaps, and potential value in research on the prevalence of faults in commercial buildings. Two separate efforts were made in this study:

DataCite Commons2025-05-01 更新140

AIOps Log Monitoring & Failure Detection Dataset

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