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Fuzzy Modeling of Annoyance Caused by Aircraft Noise Using Laeqd and Laeqn Metrics

ABSTRACT:

Airport noise presents a major environmental impact arising from aircrafts airport activities, being one of the most complex and difficult mitigation problems. From the environmental point of view, airports cause serious problems to the population. Annoyance caused by noise was evaluated from the Day-Night Level (DNL) metrics proposed by Schultz. However, acoustic comfort is assessed separately during the day and at night, because the noise adverse effects are different. In this context, this paper presents a study on sound impact assessment related to noise annoyance caused by aircraft and aims to establish a method to analyze the sound impact on inhabited communities that are in the vicinity of airports. Besides, it proposes reviews available in literature and discusses noise annoyance exposure caused by transportation systems in an evolutive context. The study was based on criteria of evaluation levels panned for comfort of the community according to the Brazilian Standard ABNT/ NBR 10151. Therefore, a fuzzy logic system was developed in order to establish a relationship between the percentage of people highly annoyed by adverse noise effects around the airport, Day Equivalent Sound Level (LAeqD) and Night Equivalent Sound Level (LAeqN) metric descriptors.

KEYWORDS:
Fuzzy logic systems; Annoyance; Metrics; Aircraft noise

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REFERENCES

  • ABNT, NBR 10151, 1987, "Acoustics - Assessment of noise in populated areas to ensure the comfort of the community". Procedure, Rio de Janeiro.
  • ABNT, NBR 10151, 2000, "Acoustics - Assessment of noise in populated areas to ensure the comfort of the community". Procedure, Rio de Janeiro.
  • Eller, R.A.G., 2009, "Modelo de geração de tarifa de ruído aeronáutico utilizando Lógica Fuzzy", Tese (Doutorado), Instituto Tecnológico de Aeronáutica, São José dos Campos.
  • EPA, 1974, "Information on Levels of Environmental Noise Requisite to Protect Public Health and Welfare with an Adequate Margin of Safety'' U.S. Environmental Protection Agency, EPA/ ONAC, Washington DC.
  • Fidell, S., Schultz, T.J. and Green, D., 1988, "A theoretical interpretation of the prevalence rate of noise-induced annoyance in residential populations". Journal of the Acoustical Society of America. Vol. 84, pp. 2109-2113.
  • Finegold, L., Harris, C.S. and von Gierke, H.E., 1994, "Community annoyance and sleep disturbance: Updated criteria for assessing the impacts of general transportation noise on people". Noise Control Engineering Journal, Vol. 42, pp. 25-30.
  • Kryter, K.D., 1982, "Community annoyance from aircraft and ground vehicle noise". Journal of the Acoustical Society of America, Vol. 72, pp. 1222-1242.
  • Mendel, M.J., 1995, "Fuzzy Logic Systems for Engineering: A Tutorial", IEEE.
  • Miedema, H.M.E. and Vos, H., 1998, "Exposure-response relationships for transportation noise". Journal of the Acoustical Society of America, Vol. 104, pp. 3432-3445.
  • Schultz, T.J., 1978, "Synthesis of social surveys on noise annoyance". Journal of Acoustical Society of America, Vol. 64, pp. 377-405.
  • Shepard, R.B., 2005, "Quantifying Environmental Impact Assessments Using Fuzzy Logic". Springer Science + Business Media, Inc.
  • Slama, J., Revoredo, T. and Mora-Camino, F.A.C., 2008, "Is DNL appropriate for airport noise zoning", Acoustics Paris, pp. 1967-1971.
  • WHO, 1999, "Guidelines for Community Noise". Geneva, Switzerland. Edited by B., Lindvall, T., Schwela. Retrieved in May 15, 2012, from http://www.who.int/docstore/peh/noise/guidelines2.html
    » http://www.who.int/docstore/peh/noise/guidelines2.html
  • Zadeh, L.A., 1965, "Fuzzy Sets". Information and Control, Vol. 8, pp. 338-353.
  • Zadeh, L.A., 1973, "Outline of a new approach to the analysis of complex systems and decisions processes". IEEE Transactions on systems, man and cybernetics. Vol. SMC-3, pp. 28-44.

Publication Dates

  • Publication in this collection
    Jan-Mar 2013

History

  • Received
    02 Feb 2012
  • Accepted
    30 Oct 2012
Departamento de Ciência e Tecnologia Aeroespacial Instituto de Aeronáutica e Espaço. Praça Marechal do Ar Eduardo Gomes, 50. Vila das Acácias, CEP: 12 228-901, tel (55) 12 99162 5609 - São José dos Campos - SP - Brazil
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