Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer

In rotating machinery, excessive vibration can affect the lifetime of the machine and, for example, in paper machines, it can directly affect production quality. Hence, it is important to monitor vibrations. Typically the vibrations are measured with piezo-based accelerometers attached to the bearin...

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Main Authors: Ivar Koene, Raine Viitala, Petri Kuosmanen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8758621/
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spelling doaj-0ad4a29746bc460fbe88c976027593d52021-03-29T23:34:13ZengIEEEIEEE Access2169-35362019-01-017922109221910.1109/ACCESS.2019.29277938758621Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems AccelerometerIvar Koene0https://orcid.org/0000-0002-4255-9975Raine Viitala1Petri Kuosmanen2Department of Mechanical Engineering, Aalto University, Espoo, FinlandDepartment of Mechanical Engineering, Aalto University, Espoo, FinlandDepartment of Mechanical Engineering, Aalto University, Espoo, FinlandIn rotating machinery, excessive vibration can affect the lifetime of the machine and, for example, in paper machines, it can directly affect production quality. Hence, it is important to monitor vibrations. Typically the vibrations are measured with piezo-based accelerometers attached to the bearing housing. Installation of the accelerometers and especially cabling is laborious and expensive in the case of existing machines that have several components to monitor. In continuous process maintenance, a break may be required as well. Therefore, typically only the critical rotors will be monitored, if at all. This research focuses on applying wireless microelectromechanical systems (MEMS) accelerometers to the measurement of large rotor vibration. The results indicated that MEMS accelerometers combined with wireless communication can offer a viable alternative to more expensive piezo-based accelerometers with traditional wire-based communication. The combination provides a flexible and cost-effective method for the collection of vibration data from large rotors and rotor systems.https://ieeexplore.ieee.org/document/8758621/Internet of Things (IoT)microelectromechanical systems (MEMS)accelerometersubcritical vibrationlarge rotorwireless condition monitoring
collection DOAJ
language English
format Article
sources DOAJ
author Ivar Koene
Raine Viitala
Petri Kuosmanen
spellingShingle Ivar Koene
Raine Viitala
Petri Kuosmanen
Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
IEEE Access
Internet of Things (IoT)
microelectromechanical systems (MEMS)
accelerometer
subcritical vibration
large rotor
wireless condition monitoring
author_facet Ivar Koene
Raine Viitala
Petri Kuosmanen
author_sort Ivar Koene
title Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
title_short Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
title_full Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
title_fullStr Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
title_full_unstemmed Internet of Things Based Monitoring of Large Rotor Vibration With a Microelectromechanical Systems Accelerometer
title_sort internet of things based monitoring of large rotor vibration with a microelectromechanical systems accelerometer
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description In rotating machinery, excessive vibration can affect the lifetime of the machine and, for example, in paper machines, it can directly affect production quality. Hence, it is important to monitor vibrations. Typically the vibrations are measured with piezo-based accelerometers attached to the bearing housing. Installation of the accelerometers and especially cabling is laborious and expensive in the case of existing machines that have several components to monitor. In continuous process maintenance, a break may be required as well. Therefore, typically only the critical rotors will be monitored, if at all. This research focuses on applying wireless microelectromechanical systems (MEMS) accelerometers to the measurement of large rotor vibration. The results indicated that MEMS accelerometers combined with wireless communication can offer a viable alternative to more expensive piezo-based accelerometers with traditional wire-based communication. The combination provides a flexible and cost-effective method for the collection of vibration data from large rotors and rotor systems.
topic Internet of Things (IoT)
microelectromechanical systems (MEMS)
accelerometer
subcritical vibration
large rotor
wireless condition monitoring
url https://ieeexplore.ieee.org/document/8758621/
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