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Monitoring industrial equipment using audio

專利號(hào)
US10867622B2
公開日期
2020-12-15
申請(qǐng)人
Honeywell International Inc.(US NC Charlotte)
發(fā)明人
Ramprasad Yelchuru; Shreyan Chowdhury; Pradyumna Sampath
IPC分類
G10L25/51; F24F11/30
技術(shù)領(lǐng)域
audio,anomalous,hvac,computing,fault,equipment,e.g,event,can,device
地域: NJ NJ Morris Plains

摘要

Systems, methods, and devices for monitoring industrial equipment using audio are described herein. One system includes two computing devices. The first computing device can receive, from an audio sensor, audio sensed during operation of industrial equipment, extract a plurality of features from the audio, determine whether any portion of the audio is anomalous, and send, upon determining a portion of the audio is anomalous, the anomalous portion of the audio to the second, remotely located, computing device. The second computing device can provide the anomalous portion of the audio to a user to determine whether the anomalous portion of the audio corresponds to a fault occurring in the equipment, and receive, from the user upon determining the anomalous portion of the audio corresponds to a fault occurring in the equipment, input indicating the anomalous portion of the audio corresponds to the fault to learn fault patterns in the equipment.

說(shuō)明書

Previous approaches for monitoring industrial equipment, such as, for instance, equipment of an HVAC system, may use vibration sensors to detect faults occurring in the equipment. However, in order to effectively detect faults, such vibration sensors need to be in direct contact with (e.g., attached and/or mounted to) the equipment, which results in additional downtime being needed for calibration and/or repair of the sensors. Accordingly, such vibration sensors may be considered invasive sensors relative to the HVAC system. Further, such vibration sensors may only be usable with certain types of HVAC equipment (e.g., such vibration sensors may be equipment specific). Accordingly, such vibration sensors may not be considered agnostic relative to the equipment of the HVAC system.

In contrast, embodiments of the present disclosure may use audio sensors to detect faults occurring in industrial (e.g., HVAC) equipment. Such audio sensors may not need to be in direct contact with the equipment to effectively detect faults in the equipment, and therefore may be considered non-invasive sensors relative to the HVAC system. Further, such audio sensors may be usable with all types of industrial equipment (e.g., may not be equipment specific), and therefore may be considered agnostic relative to the equipment. Further, such audio sensors may be cheaper and/or easier to install than vibration sensors.

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