A data-driven predictive maintenance model for hospital HVAC system with machine learning-Reference-Cited by-同舟云学术

A data-driven predictive maintenance model for hospital HVAC system with machine learning

Published:2023-05-16 Issue: Volume: Page:1-18
ISSN:0961-3218
Container-title:Building Research & Information
language:en
Short-container-title:Building Research & Information

Author:

Al-Aomar Raid¹,AlTal Marah²,Abel Jochen³

Affiliation:

1. School of Applied Technical Sciences, Industrial Engineering, German Jordanian University, Amman, Jordan

2. Faculty of Engineering, Aqaba University of Technology, Aqaba, Jordan

3. Faculty of Architecture, Civil Engineering & Geomatics, Frankfurt University of Applied Sciences, Frankfurt, Germany

Publisher

Informa UK Limited

Subject

Building and Construction,Civil and Structural Engineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/09613218.2023.2206989

Reference54 articles.

1. Time series analysis and forecasting of coronavirus disease in Indonesia using ARIMA model and PROPHET

2. American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHARE). (2019). The standards for ventilation and indoor air quality (ANSI/ASHRAE Standard 62.1-2019). https://www.ashrae.org/technical-resources/bookstore/standards-62-1-62-2#:~:text=ANSI%2FASHRAE%20Standards%2062.1%20and,adverse%20health%20effects%20for%20occupants

3. Improving occupants' satisfaction with effective maintenance management of HVAC system in office buildings

4. Brambley, M. R., Haves, P., McDonald, S. C., Torcellini, P., Hansen, D., Holmberg, D. R. & Roth, K. W. (2005). Advanced sensors and controls for building applications: Market assessment and potential R&D pathways. https://doi.org/10.2172/1217909

Cited by 4 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. Exploring artificial intelligence methods for energy prediction in healthcare Facilities: An In-Depth extended systematic review;Energy and Buildings;2024-10

2. A novel study on power consumption of an HVAC system using CatBoost and AdaBoost algorithms combined with the metaheuristic algorithms;Energy;2024-09

3. Energy Efficiency and Human Comfort;Advances in Medical Diagnosis, Treatment, and Care;2024-05-31

4. Maintenance optimisation of heating, ventilation and air conditioning systems to improve indoor air quality;IFAC-PapersOnLine;2024