Evaluation of the potential of using MEMS accelerometers onto an active vibration control system

Bibliographic Details
Main Author: Bastos, Ivo Silva
Publication Date: 2023
Format: Master thesis
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10773/41573
Summary: Active vibration control systems can greatly reduce unwanted vibrations to improve the performance of machines or structures. Bosch Home Comfort Group (Wernau) intends to test the applicability of active vibration control systems in its heat pumps to reduce operating noise. Thus, it is necessary to monitor its mechanical vibrations. Piezoelectric transducers are generally used to measure accelerations on component surfaces, therefore monitoring their vibration levels. However, these types of sensors have a very high cost, which means that active vibration control systems are generally not economically viable. Micro Electric Mechanical Sensor (MEMS) accelerometers have been rapidly evolving, getting close to the performance of typical piezoelectric for certain frequency ranges. Given that their cost is much lower, they emerge as an alternative that could completely change the economic viability of active control systems, which in turn would allow their large-scale application in heat pumps. During the internship, a throughout analysis of several MEMS accelerometers was conducted, under three distinct frequency spectrums, by comparing their performance to reference piezoelectric accelerometer. Initially, a graphical user interface was developed to be used with a shaker testing setup and, on a latter stage, tests were conducted by mounting the accelerometers on Bosch’s heat pump compressor. Results have revealed that MEMS transducers can have a very comparable response to the piezoelectric accelerometers. The BMI323, IIS2DH, and IIS3DWB accelerometers are suitable for integration onto an active vibration control system operating within the 500Hz frequency range. Both the IIS2DH and IIS3DWB have also shown very satisfactory response signals comparatively to the reference transducer in the wider 1kHz range. Notably, the IIS3DWB revealed extended capabilities, demonstrating a reliable performance up to the 5kHz range. Utilising MEMS accelerometers onto an active vibration control system is essential to give this system the necessary economic viability for its largescale implementation in Bosch’s heat pumps. This would greatly improve heat pumps, making them less noise pollutant, and ultimately enhancing the safety and well-being of individuals.
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spelling Evaluation of the potential of using MEMS accelerometers onto an active vibration control systemAccelerometerMEMSVibration controlVibration analysisCalibrationActive controlActive vibration control systems can greatly reduce unwanted vibrations to improve the performance of machines or structures. Bosch Home Comfort Group (Wernau) intends to test the applicability of active vibration control systems in its heat pumps to reduce operating noise. Thus, it is necessary to monitor its mechanical vibrations. Piezoelectric transducers are generally used to measure accelerations on component surfaces, therefore monitoring their vibration levels. However, these types of sensors have a very high cost, which means that active vibration control systems are generally not economically viable. Micro Electric Mechanical Sensor (MEMS) accelerometers have been rapidly evolving, getting close to the performance of typical piezoelectric for certain frequency ranges. Given that their cost is much lower, they emerge as an alternative that could completely change the economic viability of active control systems, which in turn would allow their large-scale application in heat pumps. During the internship, a throughout analysis of several MEMS accelerometers was conducted, under three distinct frequency spectrums, by comparing their performance to reference piezoelectric accelerometer. Initially, a graphical user interface was developed to be used with a shaker testing setup and, on a latter stage, tests were conducted by mounting the accelerometers on Bosch’s heat pump compressor. Results have revealed that MEMS transducers can have a very comparable response to the piezoelectric accelerometers. The BMI323, IIS2DH, and IIS3DWB accelerometers are suitable for integration onto an active vibration control system operating within the 500Hz frequency range. Both the IIS2DH and IIS3DWB have also shown very satisfactory response signals comparatively to the reference transducer in the wider 1kHz range. Notably, the IIS3DWB revealed extended capabilities, demonstrating a reliable performance up to the 5kHz range. Utilising MEMS accelerometers onto an active vibration control system is essential to give this system the necessary economic viability for its largescale implementation in Bosch’s heat pumps. This would greatly improve heat pumps, making them less noise pollutant, and ultimately enhancing the safety and well-being of individuals.Os sistemas de controlo ativo de vibrações permitem reduzir as vibrações indesejadas, com vista a melhorar o desempenho de máquinas ou estruturas. A Bosch Home Comfort Group (Wernau) pretende testar a aplicabilidade de um controlo ativo de vibrações nas suas bombas de calor de forma a reduzir o seu ruído em funcionamento. Assim, torna-se necessário monitorizar as suas vibrações mecânicas. Para isso, são geralmente usados transdutores piezoelétricos que permitem medir a aceleração na superfície dos seus componentes. No entanto, o seu custo elevado leva a que os sistemas de controlo ativo não sejam, geralmente, economicamente viáveis. Os acelerómetros MEMS têm vindo a evoluir rapidamente, aproximando-se do desempenho dos típicos piezoelétricos para determinadas gamas de frequência. Sendo o seu custo bastante mais reduzido, surgem como uma alternativa que poderia mudar completamente a viabilidade económica dos sistemas de controlo ativo, permitindo a sua aplicação em larga escala nas bombas de calor. No decorrer do estágio, foi realizada uma análise completa a diversos acelerómetros MEMS, em três gamas de frquência distintas, comparando o seu desempenho a um acelerómetro piezoelétrico de referência. Para isso, foi desenvolvida uma interface gráfica para integrar uma montagem experimental com um shaker eletromecânico, e numa fase final, realizaram-se testes no compressor de uma bomba de calor da Bosch. Os resultados revelaram que os acelerómetros IIS3DWB, IIS2DH e BMI323, atingem uma performance comparável ao acelerómetro de referência no espetro dos 500Hz. No intervalo de 1kHz, os acelerómetros da ST Microeletronics revelaram novamente resultados satisfatórios, tendo o IIS3DWB evidenciando ainda maior potencial, obtendo uma resposta fiável e semelhante ao piezoeletrico até aos 5kHz. A utilização de acelerómetros MEMS num sistema de controlo ativo de vibração ´e essencial para dar a este sistema a viabilidade económica necessária à sua implementação em larga escala nas bombas de calor do grupo Bosch Home Comfort. Isto levaria a uma melhoria nas bombas de calor, reduzindo a sua poluição sonora, resultando numa maior segurança e bem estar dos consumidores.2028-12-15T00:00:00Z2023-12-04T00:00:00Z2023-12-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/41573engBastos, Ivo Silvainfo:eu-repo/semantics/embargoedAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-06T04:55:29Zoai:ria.ua.pt:10773/41573Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:24:13.560977Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
title Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
spellingShingle Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
Bastos, Ivo Silva
Accelerometer
MEMS
Vibration control
Vibration analysis
Calibration
Active control
title_short Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
title_full Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
title_fullStr Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
title_full_unstemmed Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
title_sort Evaluation of the potential of using MEMS accelerometers onto an active vibration control system
author Bastos, Ivo Silva
author_facet Bastos, Ivo Silva
author_role author
dc.contributor.author.fl_str_mv Bastos, Ivo Silva
dc.subject.por.fl_str_mv Accelerometer
MEMS
Vibration control
Vibration analysis
Calibration
Active control
topic Accelerometer
MEMS
Vibration control
Vibration analysis
Calibration
Active control
description Active vibration control systems can greatly reduce unwanted vibrations to improve the performance of machines or structures. Bosch Home Comfort Group (Wernau) intends to test the applicability of active vibration control systems in its heat pumps to reduce operating noise. Thus, it is necessary to monitor its mechanical vibrations. Piezoelectric transducers are generally used to measure accelerations on component surfaces, therefore monitoring their vibration levels. However, these types of sensors have a very high cost, which means that active vibration control systems are generally not economically viable. Micro Electric Mechanical Sensor (MEMS) accelerometers have been rapidly evolving, getting close to the performance of typical piezoelectric for certain frequency ranges. Given that their cost is much lower, they emerge as an alternative that could completely change the economic viability of active control systems, which in turn would allow their large-scale application in heat pumps. During the internship, a throughout analysis of several MEMS accelerometers was conducted, under three distinct frequency spectrums, by comparing their performance to reference piezoelectric accelerometer. Initially, a graphical user interface was developed to be used with a shaker testing setup and, on a latter stage, tests were conducted by mounting the accelerometers on Bosch’s heat pump compressor. Results have revealed that MEMS transducers can have a very comparable response to the piezoelectric accelerometers. The BMI323, IIS2DH, and IIS3DWB accelerometers are suitable for integration onto an active vibration control system operating within the 500Hz frequency range. Both the IIS2DH and IIS3DWB have also shown very satisfactory response signals comparatively to the reference transducer in the wider 1kHz range. Notably, the IIS3DWB revealed extended capabilities, demonstrating a reliable performance up to the 5kHz range. Utilising MEMS accelerometers onto an active vibration control system is essential to give this system the necessary economic viability for its largescale implementation in Bosch’s heat pumps. This would greatly improve heat pumps, making them less noise pollutant, and ultimately enhancing the safety and well-being of individuals.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-04T00:00:00Z
2023-12-04
2028-12-15T00:00:00Z
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