A survey of outlier detection techniques in IoT: Review and classification

MA Samara, I Bennis, A Abouaissa… - Journal of Sensor and …, 2022 - mdpi.com
The Internet of Things (IoT) is a fact today where a high number of nodes are used for
various applications. From small home networks to large-scale networks, the aim is the …

A survey on fault diagnosis in wireless sensor networks

Z Zhang, A Mehmood, L Shu, Z Huo, Y Zhang… - IEEE …, 2018 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) often consist of hundreds of sensor nodes that may be
deployed in relatively harsh and complex environments. In views of hardware cost, sensor …

An analysis of fault detection strategies in wireless sensor networks

T Muhammed, RA Shaikh - Journal of Network and Computer Applications, 2017 - Elsevier
Wireless sensor networks have emerged as a key technology which is used in many safety
critical applications. The sensors in wireless sensor network have to be deployed in hostile …

Intelligent fault-tolerance data routing scheme for IoT-enabled WSNs

V Agarwal, S Tapaswi, P Chanak - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have become one of the essential components of the
Internet of Things (IoT). In any IoT application, different sensor-based devices gather data …

Heterogeneous fault diagnosis for wireless sensor networks

RR Swain, PM Khilar, SK Bhoi - Ad Hoc Networks, 2018 - Elsevier
Fault diagnosis has been considered as a very challenging problem in wireless sensor
network (WSN) research. Faulty nodes having different behavior such as hard, soft …

Imputation of missing data from offshore wind farms using spatio-temporal correlation and feature correlation

C Sun, Y Chen, C Cheng - Energy, 2021 - Elsevier
Many industrial applications, such as fault diagnosis and remaining useful life prediction,
require high-dimensional inputs to predict a reliable output. For offshore wind farm …

Large data set-driven machine learning models for accurate prediction of the thermoelectric figure of merit

Y Li, J Zhang, K Zhang, M Zhao, K Hu… - ACS Applied Materials & …, 2022 - ACS Publications
The figure of merit (zT) is a key parameter to measure the performance of thermoelectric
materials. At present, the prediction of zT values via machine leaning has emerged as a …

Fault-tolerant event region detection on trajectory pattern extraction for industrial wireless sensor networks

L Liu, G Han, Y He, J Jiang - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
Poisonous pollutants produced in chemical, plastics, or nuclear power industry are easy to
leak and result in a large-scale hazardous event region. Recently, industrial wireless sensor …

Automated fault diagnosis in wireless sensor networks: A comprehensive survey

RR Swain, T Dash, PM Khilar - Wireless Personal Communications, 2022 - Springer
This paper covers the basics of fault diagnosis in wireless sensor networks, as well as fault
diagnosis terminology, sensor fault classification, causes and effects, and fault diagnosis …