Cloud-based fault prediction for real-time monitoring of sensor data in hospital environment using machine learning

M Uppal, D Gupta, S Juneja, A Sulaiman, K Rajab… - Sustainability, 2022 - mdpi.com
The amount of data captured is expanding day by day which leads to the need for a
monitoring system that helps in decision making. Current technologies such as cloud …

Cloud‐based fault prediction using IoT in office automation for improvisation of health of employees

M Uppal, D Gupta, S Juneja, G Dhiman… - Journal of Healthcare …, 2021 - Wiley Online Library
The novel paradigm of Internet of Things (IoT) is gaining recognition in the numerous
scenarios promoting the pervasive presence of smart things around us through its …

A Real‐Time Data Monitoring Framework for Predictive Maintenance Based on the Internet of Things

M Uppal, D Gupta, N Goyal, AL Imoize, A Kumar… - …, 2023 - Wiley Online Library
The Internet of Things (IoT) is a platform that manages daily life tasks to establish an
interaction between things and humans. One of its applications, the smart office that uses the …

[PDF][PDF] Implementation of fault detection framework for healthcare monitoring system using IoT, sensors in wireless environment

DKP Pardeshi - Telematique, 2022 - researchgate.net
Recent technological development has paved the path for various industries to explore and
utilize Internet of Things (IoT) and Wireless sensor networks in their respective fields. One …

Fault prediction recommender model for IoT enabled sensors based workplace

M Uppal, D Gupta, A Mahmoud, MA Elmagzoub… - Sustainability, 2023 - mdpi.com
Industry 5.0 benefits from advancements being made in the field of machine learning and
the Internet of Things. Different sensors have been installed in a variety of IoT devices …

Internet of things enabled device fault prediction system using machine learning

K Bhavana, V Nekkanti, N Jayapandian - International Conference on …, 2019 - Springer
Internet of Things (IOT) started as a niche market for hobbyists and has evolved into a huge
industry. This IoT is convergence of manifold technologies, real-time analytics, machine …

IoT based predictive maintenance management of medical equipment

A Shamayleh, M Awad, J Farhat - Journal of medical systems, 2020 - Springer
Technological advancements are the main drivers of the healthcare industry as it has a high
impact on delivering the best patient care. Recent years witnessed unprecedented growth in …

A service oriented IoT architecture for disaster preparedness and forecasting system

AS Pillai, GS Chandraprasad, AS Khwaja… - Internet of Things, 2021 - Elsevier
The development of disaster preparedness and forecasting system integrating real-time
sensor data and time stringent computing is becoming increasingly important for mitigating …

Fault diagnosis using data fusion with ensemble deep learning technique in IIoT

S Venkatasubramanian, S Raja… - Mathematical …, 2022 - Wiley Online Library
Detecting the breakdown of industrial IoT devices is a major challenge. Despite these
challenges, real‐time sensor data from the industrial internet of things (IIoT) present several …

[PDF][PDF] Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management

NH Abd Rahman, MHM Zaki, K Hasikin… - PeerJ Computer …, 2023 - peerj.com
Background The advancement of biomedical research generates myriad healthcare-
relevant data, including medical records and medical device maintenance information. The …