Current Status and Prospects of Research on Sensor Fault Diagnosis of Agricultural Internet of Things [PDF]
Sensors, 2023 Sensors have been used in various agricultural production scenarios due to significant advances in the Agricultural Internet of Things (Ag-IoT), leading to smart agriculture.
Xiuguo Zou +10 more
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A Hybrid Sensor Fault Diagnosis for Maintenance in Railway Traction Drives [PDF]
Sensors, 2020 Due to the importance of sensors in railway traction drives availability, sensor fault diagnosis has become a key point in order to move from preventive maintenance to condition-based maintenance. Most research works are limited to sensor fault detection
Fernando Garramiola +4 more
doaj +3 more sources
Multi-Sensor Fault Detection, Identification, Isolation and Health Forecasting for Autonomous Vehicles. [PDF]
Sensors (Basel), 2021 The primary focus of autonomous driving research is to improve driving accuracy and reliability. While great progress has been made, state-of-the-art algorithms still fail at times and some of these failures are due to the faults in sensors.
Safavi S, Safavi MA, Hamid H, Fallah S.
europepmc +2 more sources
Learning Observer-Based Sensor Fault-Tolerant Control of Distributed Generation in an Islanded Microgrid for Bus Voltage Stability Enhancement [PDF]
Sensors, 2022 In order to improve robust operating performance and enhance bus voltage stability, a learning observer-based fault-tolerant control strategy is proposed for the distributed generation in islanded microgrid with sensor faults and uncertain disturbances ...
Jingfeng Mao +4 more
doaj +2 more sources
Sensor Fault Diagnostics Using Physics-Informed Transfer Learning Framework [PDF]
Sensors, 2022 The field of smart health monitoring, intelligent fault detection and diagnosis is expanding dramatically in order to maintain successful operation in many engineering applications.
Furkan Guc, Yangquan Chen
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A Sensor-Fault-Estimation Method for Lithium-Ion Batteries in Electric Vehicles [PDF]
Sensors, 2023 In recent years, electric vehicles powered by lithium-ion batteries have developed rapidly, and the safety and reliability of lithium-ion batteries have been a paramount issue.
Tianyu Lan +3 more
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Multiple Sensor Fault Detection Using Index-Based Method [PDF]
Sensors, 2022 The research on sensor fault detection has drawn much interest in recent years. Abrupt, incipient, and intermittent sensor faults can cause the complete blackout of the system if left undetected.
Daijiry Narzary +1 more
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A Model-Based Sensor Fault Diagnosis Scheme for Batteries in Electric Vehicles
Energies, 2021 The implementation of each function of a battery management system (BMS) depends on sensor data. Efficient sensor fault diagnosis is essential to the durability and safety of battery systems. In this paper, a model-based sensor fault diagnosis scheme and
Quanqing Yu +4 more
doaj +2 more sources
A New Hydrogen Sensor Fault Diagnosis Method Based on Transfer Learning With LeNet-5 [PDF]
Frontiers in Neurorobotics, 2021 The fault safety monitoring of hydrogen sensors is very important for their practical application. The precondition of traditional machine learning methods for sensor fault diagnosis is that enough fault data with the same distribution and feature space ...
Yongyi Sun +9 more
doaj +2 more sources
A Multiscale Spatio-Temporal Convolutional Deep Belief Network for Sensor Fault Detection of Wind Turbine. [PDF]
Sensors (Basel), 2020 Sensor fault detection of wind turbines plays an important role in improving the reliability and stable operation of turbines. The supervisory control and data acquisition (SCADA) system of a wind turbine provides promising insights into sensor fault ...
Wang H, Wang H, Jiang G, Wang Y, Ren S.
europepmc +2 more sources