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 …
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 …
A Characterization system for bearing condition monitoring sensors, a case study with a low power wireless Triaxial MEMS based sensor
In this work the authors present an ad hoc characterization system able to emulate vibration
signatures related to various typical rotating machinery failures. In particular, the proposed …
signatures related to various typical rotating machinery failures. In particular, the proposed …
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 …
An Electromagnetic Gripper for Multiple Picking of Iron Laser-Cut Parts
This work presents a study for the multiple picking of metal parts eg obtained by laser beam
machining of iron or steel sheets. The objective is to optimize the automatic sorting of the …
machining of iron or steel sheets. The objective is to optimize the automatic sorting of 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 …
Hand-arm vibration monitoring via embedded machine learning on low power wearable devices
This paper presents a new approach for the measurement of the Hand-Arm Vibration (HAV)
exposure caused by the use of vibrating tools. In so doing, a wearable system can be …
exposure caused by the use of vibrating tools. In so doing, a wearable system can be …
A Low-Cost Edge Computing Device for Real-Time Detection of Motor Symptoms in Neurodegenerative Diseases Using Machine Learning
Diseases like Parkinson's affect a non-negligible percentage of elder people worldwide.
Affected people life quality strictly depends on the disease progression and counteractions …
Affected people life quality strictly depends on the disease progression and counteractions …