Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents
As a renewable energy source, wind energy harvesting provides a desirable solution to address the environmental concerns associated with energy production to satisfy the increasingly global demand. Over the years, the penetration of wind turbines has experienced a rapid growth, however, the impacts...
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doaj-3d2205c66c2f4cf9893f62868c067d172020-11-25T04:03:59ZengMDPI AGEnergies1996-10732020-11-01135845584510.3390/en13215845Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local ResidentsLida Liao0Yuliang Ling1Bin Huang2Xu Zhou3Hongbo Luo4Peiling Xie5Ying Wu6Jialiang Huang7School of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaSchool of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaSchool of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaCollege of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, ChinaSchool of Electrical & Information Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaSchool of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaCollege of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, ChinaSchool of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410114, ChinaAs a renewable energy source, wind energy harvesting provides a desirable solution to address the environmental concerns associated with energy production to satisfy the increasingly global demand. Over the years, the penetration of wind turbines has experienced a rapid growth, however, the impacts of turbine noise correspondingly become a major concern in wind energy harvesting. Recent studies indicate that the noise emitted by turbine operating could increase the risk of nuisance, which might further affect the well-being of local residents. However, the main factors affecting turbine noise assessment and to what extent they contribute to the assessment are still unclear. In this study, a survey-based approach is developed to identify these major factors and to explore the interactions between the factors and assessment results. Principal component analysis method was adapted to extract key factors; followed by reliability assessment, validity analysis, descriptive assessment, and correlation analysis were conducted to test the robust of the proposed methodology, as well as to examine the interactions between variables. Regression analysis was finally employed to measure the impacts on results contributed by the key factors. Findings of this study indicate that key factors including physical conditions, control capacity, and subjective opinions are of significant impact on residents’ response to wind turbine noise, while the factor of subjective opinions contributes predominately to the assessment results. Further validations also indicate that the proposed approach is robust and can be extensively applied in survey-based assessments for other fields.https://www.mdpi.com/1996-1073/13/21/5845wind turbines noisesubjective opinionsphysical conditioncontrol capacitynoise assessment |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lida Liao Yuliang Ling Bin Huang Xu Zhou Hongbo Luo Peiling Xie Ying Wu Jialiang Huang |
spellingShingle |
Lida Liao Yuliang Ling Bin Huang Xu Zhou Hongbo Luo Peiling Xie Ying Wu Jialiang Huang Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents Energies wind turbines noise subjective opinions physical condition control capacity noise assessment |
author_facet |
Lida Liao Yuliang Ling Bin Huang Xu Zhou Hongbo Luo Peiling Xie Ying Wu Jialiang Huang |
author_sort |
Lida Liao |
title |
Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents |
title_short |
Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents |
title_full |
Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents |
title_fullStr |
Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents |
title_full_unstemmed |
Toward a Survey-Based Assessment of Wind Turbine Noise: The Impacts on Wellbeing of Local Residents |
title_sort |
toward a survey-based assessment of wind turbine noise: the impacts on wellbeing of local residents |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2020-11-01 |
description |
As a renewable energy source, wind energy harvesting provides a desirable solution to address the environmental concerns associated with energy production to satisfy the increasingly global demand. Over the years, the penetration of wind turbines has experienced a rapid growth, however, the impacts of turbine noise correspondingly become a major concern in wind energy harvesting. Recent studies indicate that the noise emitted by turbine operating could increase the risk of nuisance, which might further affect the well-being of local residents. However, the main factors affecting turbine noise assessment and to what extent they contribute to the assessment are still unclear. In this study, a survey-based approach is developed to identify these major factors and to explore the interactions between the factors and assessment results. Principal component analysis method was adapted to extract key factors; followed by reliability assessment, validity analysis, descriptive assessment, and correlation analysis were conducted to test the robust of the proposed methodology, as well as to examine the interactions between variables. Regression analysis was finally employed to measure the impacts on results contributed by the key factors. Findings of this study indicate that key factors including physical conditions, control capacity, and subjective opinions are of significant impact on residents’ response to wind turbine noise, while the factor of subjective opinions contributes predominately to the assessment results. Further validations also indicate that the proposed approach is robust and can be extensively applied in survey-based assessments for other fields. |
topic |
wind turbines noise subjective opinions physical condition control capacity noise assessment |
url |
https://www.mdpi.com/1996-1073/13/21/5845 |
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