Fault Detection and Diagnosis in Air-Handling Unit (AHU) Using Improved Hybrid 1D Convolutional Neural Network

Fault Detection and Diagnosis in Air-Handling Unit (AHU) Using Improved Hybrid 1D Convolutional Neural Network

The air-handling unit (AHU) is an essential component of heating, ventilation, and air-conditioning (HVAC) systems. Hence, detecting the faults in AHUs is essential for maintaining continuous HVAC operation and preventing system breakdowns. The advent of artificial intelligence has transformed the A...

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Bibliographic Details
Main Authors: Prince, Byungun Yoon, Prashant Kumar
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Systems
Subjects:
fault detection
HVAC
air-handling unit
CNN
LSTM
Online Access:https://www.mdpi.com/2079-8954/13/5/330
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