Roller bearing failures classification with low computational cost embedded machine learning
In this work, the authors present a Machine Learning (ML) algorithm which is able to detect
incipient failures of roller bearings starting from data provided by accelerometers. Three …
incipient failures of roller bearings starting from data provided by accelerometers. Three …
Highly Reliable Multicomponent MEMS Sensor for Predictive Maintenance Management of Rolling Bearings
In the field of vibration monitoring and control, the use of low-cost multicomponent MEMS-
based accelerometer sensors is nowadays increasingly widespread. Such sensors allow …
based accelerometer sensors is nowadays increasingly widespread. Such sensors allow …
High Performance Analog MEMS for IoT Based Condition Monitoring, Characterization with a Bearing Failure Emulation Test Bench
High performance vibration measurements are nowadays required to assess the operating
performance of modern electrical vehicles, where the increase of motor angular speed leads …
performance of modern electrical vehicles, where the increase of motor angular speed leads …
Assessment of LoRaWAN transmission systems under temperature and humidity, gas, and vibration aging effects within IIoT contexts
Within the big picture of the Internet of Things (IoT), a brand new paradigm has risen since
few years ago in the context of industrial scenarios: the industrial IoT (IIoT), whose aim is to …
few years ago in the context of industrial scenarios: the industrial IoT (IIoT), whose aim is to …
Performance Evaluation of an IoT Sensor Node for Health Monitoring of Artwork and Ancient Wooden Structures
In this paper, an IoT sensor node, based on smart Bluetooth low energy (BLE), for the health
monitoring of artworks and large wooden structures is presented. The measurements from …
monitoring of artworks and large wooden structures is presented. The measurements from …
Calibration of a multicomponent MEMS sensor for vibration monitoring of rolling bearings: Broad-band and amplitude traceability up to 20 kHz
In the field of vibration monitoring and control, the use of low-cost multicomponent
accelerometer sensors is nowadays increasingly widespread. Low-cost multicomponent …
accelerometer sensors is nowadays increasingly widespread. Low-cost multicomponent …
Condition monitoring of critical industrial assets using high performing low-cost MEMS accelerometers
AP Ompusunggu, K Eryılmaz, K Janssen - Procedia CIRP, 2021 - Elsevier
The high investment cost, which is in majority introduced by the sensor costs, is one of the
barriers for adopting Predictive Maintenance/Condition-Based Maintenance strategy in the …
barriers for adopting Predictive Maintenance/Condition-Based Maintenance strategy in the …
An IoT sensor node for health monitoring of artwork and ancient wooden structures
In this work the authors propose an environmental monitoring system for artworks and
wooden structures placed in museums and places of worship, based on smart BLE sensor …
wooden structures placed in museums and places of worship, based on smart BLE sensor …
Performance of reinforced epoxy resin embedded MEMS accelerometers for IoT condition monitoring
IoT condition monitoring is becoming increasingly widespread. With the improvement of the
performance of embedded microcontrollers, there is the possibility to increase the quantity of …
performance of embedded microcontrollers, there is the possibility to increase the quantity of …
MEMS Approach for Rolling Bearing Fault Diagnosis Using Vibration Signal Analysis
Purpose In recent years, there has been a widespread use of micro-electromechanical
system (MEMS) technology by researchers in the field of condition monitoring. This research …
system (MEMS) technology by researchers in the field of condition monitoring. This research …