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joss.06390/paper.jats/10.21105.joss.06390.jats diff --git a/joss.06390/paper.jats/10.21105.joss.06390.jats b/joss.06390/paper.jats/10.21105.joss.06390.jats new file mode 100644 index 0000000000..3239ee79ba --- /dev/null +++ b/joss.06390/paper.jats/10.21105.joss.06390.jats @@ -0,0 +1,541 @@ + + +
    + + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +6390 +10.21105/joss.06390 + +AeroAcoustics.jl: A Julia package for +aeroacoustics + + + +https://orcid.org/0000-0002-1596-107X + +Lylloff +Oliver + + +* + + + +Technical University of Denmark (DTU), Dept. of Wind and +Energy Systems, Section for Airfoil and Rotor Design (ARD) + + + + +* E-mail: + + +14 +9 +2023 + +9 +97 +6390 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2022 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +julia +acoustics +aerodynamics +acoustic imaging +beamforming + + + + + + Summary +

    Aeroacoustics is an interdisciplinary research field situated + between aerodynamics and acoustics. It focuses on understanding the + sound generated by the motion of air around solid bodies and plays an + important role in research areas such as automotive, aerospace, and + wind energy sciences + (Allen + et al., 2002). However, the airflow responsible for sound + generation typically generates unwanted background noise, which masks + the true acoustic emission of the test item from measurement + equipment. Therefore, isolating the sound emitted by the test item + becomes essential to obtain reliable evaluations, which is pivotal in + the development of noise-reducing technologies for cars, airplanes, + and wind turbines. One common solution strategy involves the use of + acoustic images computed using microphone arrays. The + acoustic images help visualize and quantify the spatial distribution + of sound across the test item, and enables precise assessment of + acoustic emissions without contamination from background noise + (Glegg + & Devenport, 2017).

    +

    AeroAcoustics.jl + is a Julia + (Bezanson + et al., 2017) package for working with microphone arrays and + acoustic imaging techniques. Methods for computing acoustic images + often share the same codebase and utility functions, making them + suitable candidates for a modular software package. It is the + intention, that AeroAcoustics.jl can serve as a + foundation for benchmarking existing methods and developing new ones + within the aeroacoustics community. In addition to that, + AeroAcoustics.jl is also a good candidate for + teaching and entry-level programmers due to its simple API.

    +
    + + Statement of need +

    The AeroAcoustics.jl package provides a + collection of commonly used acoustic imaging techniques, developed by + the aeroacoustic community, such as conventional beamforming + (Johnson + & Dudgeon, 1993), DAMAS + (Brooks + & Humphreys, 2006), and CleanSC + (Sijtsma, + 2007). The AeroAcoustics.jl package also + includes newer techniques found in the literature, e.g., fista + (O. + Lylloff et al., 2015) and mean mutual-coherence weights + (Amaral + et al., 2018).

    +

    Only one other open-source software package exists with similar + features; + acoular + (Sarradj + & Herold, 2017), which is written in Python. + Acoular has a broader scope than + AeroAcoustics.jl, including the generation of + simulated data, and analysis in both the time-domain and + frequency-domain. A few repositories can be found online with code + written in Matlab, but with limiting packaging functionality and few + features; these do not constitute proper open-source software packages + 1.

    +

    A benchmark case study was conducted in 2017, where different + research groups with different software used the same datasets and the + same algorithms to compare results + (Bahr + et al., 2017; + Sarradj + et al., 2017). One conclusion was that, although using + seemingly the same algorithm written in different software codes, the + results differed. The study did not compare the codes because most of + the participants did not use publicly shared codes. This is a + testament to the need for open-source software, and + AeroAcoustics.jl provides yet another option + for the community to adopt open-source practises.

    +

    AeroAcoustics.jl is the fast, entry-level + open source software package, that fills the gap between the existing + codebases available online. It has already been used in publications + (Fischer + et al., 2022, + 2023; + Plaza + et al., 2022), a PhD thesis + (O. + A. Lylloff, 2020), for research and commercial activities at + the + Poul la + Cour Wind Tunnel, and also in teaching + 46600 + Aeroacoustics.

    +
    + + Example +

    To use the methods included in + AeroAcoustics.jl, an + Environment struct must be defined. This holds + essential information about the computational domain, microphone array + geometry and measurement data. The Environment + struct is used by most functions in the + AeroAcoustics.jl package, which makes it easy + to add new methods and algorithms because the required input is + typically stored in Environment. Below is an + example of this:

    + E = Environment( + z0=z0, + micgeom=micgeom, + CSM=CSM, + flim=(3000,4000), + Nx=21, + Ny=21, + xlim=(-0.5,0.5), + ylim=(-0.5,0.5), + multi_thread=true +) +steeringvectors!(E) +b = beamforming(E) +

    where + - z0 is the distance from the microphone array + to the acoustic imaging plane, + - micgeom is the coordinates to each microphone + in the microphone array, + - CSM is the cross-spectral matrix (measurement + data), + - flim are the frequency limits of interest, + - Nx and Ny is the + desired number of grid points in the x- and y-direction of the + acoustic image + - xlim and ylim is the + desired extent of the acoustic image + - multi_thread can enable or disable + multi-threading in appropriate functions across the + AeroAcoustics.jl package.

    +

    In this example, steeringvectors!(E) mutates + the argument and adds steeringvectors to the + Environment, which is required to compute + acoustic images. The function is aware of the defined options in + Environment and will only calculate for the + appropriate domains, e.g., frequency limits, grid points, etc., + reducing the computational load. Finally, the acoustic image is + computed using b = beamforming(E).

    +

    An example from a wind tunnel measurement is shown in Figure 1. + Between the green walls, which are made of Kevlar and transparent to + sound, an airflow encloses a section of an airfoil (shown in black), + and acoustic measurements are conducted with a microphone array (blue + dots) just on the other side of the green wall. The resulting acoustic + image is overlayed the airfoil for visualization, using + Makie.jl + (Danisch + & Krumbiegel, 2021), and shows, that the dominant part of + the acoustic energy arises from the trailing edge of the airfoil (as + expected from theory).

    + +

    Example of beamforming in a wind tunnel

    + +
    +
    + + + + + + + BezansonJeff + EdelmanAlan + KarpinskiStefan + ShahViral B + + Julia: A fresh approach to numerical computing + SIAM Rev. + Society for Industrial; Applied Mathematics + 201701 + 59 + 1 + 0036-1445 + https://doi.org/10.1137/141000671 + 10.1137/141000671 + 65 + 98 + + + + + + BahrChristopher J. + HumphreysWilliam M. + ErnstDaniel + AhlefeldtThomas + SpehrCarsten + PereiraAntonio + LeclèreQuentin + PicardChristophe + PorteousRic + MoreauDanielle J. + FischerJeoffrey + DoolanCon J. + + A comparison of microphone phased array methods applied to the study of airframe noise in wind tunnel testing + 23rd AIAA/CEAS Aeroacoustics Conference, 2017 + American Institute of Aeronautics; Astronautics + 201706 + 9781624105043 + https://arc.aiaa.org/doi/10.2514/6.2017-3718 + 10.2514/6.2017-3718 + 1 + 19 + + + + + + SarradjEnnes + HeroldGert + SijtsmaPieter + MartinezRoberto Merino + MalgoezarAnwar + SnellenMirjam + GeyerThomas F. + BahrChristopher J. + PorteousRic + MoreauDanielle J. + DoolanCon J. + + A microphone array method benchmarking exercise using synthesized input data + 23rd AIAA/CEAS Aeroacoustics Conference, 2017 + American Institute of Aeronautics; Astronautics + 201706 + 9781624105043 + https://arc.aiaa.org/doi/10.2514/6.2017-3719 + 10.2514/6.2017-3719 + + + + + + SarradjEnnes + HeroldGert + + A Python framework for microphone array data processing + Applied Acoustics + Elsevier Ltd + 201701 + 116 + 10.1016/j.apacoust.2016.09.015 + 50 + 58 + + + + + + AllenChristopher S. + BlakeWilliam K. + DoughertyRobert P. + LynchDenis + SodermanPaul T. + UnderbrinkJames R. + + Aeroacoustic measurements + + MuellerT J + + Springer Science & Business Media + 200201 + 10.1007/978-3-662-05058-3 + + + + + + LylloffOliver Ackermann + + Aeroacoustic wind tunnel tests + DTU Wind Energy + Denmark + 2020 + 10.11581/dtu:00000102 + + + + + + LylloffOliver + Fernández-GrandeEfrén + AgerkvistFinn + HaldJørgen + Tiana RoigElisabet + AndersenMartin S. + + Improving the efficiency of deconvolution algorithms for sound source localization + The Journal of the Acoustical Society of America + 2015 + 138 + 1 + 0001-4966 + 10.1121/1.4922516 + 172 + 180 + + + + + + AmaralFilipe Ramos do + HimenoFernando Henrique Tadashi + Carmo PaganiCarlos do + MedeirosMarcello Augusto Faraco de + + Slat noise from an MD30P30N airfoil at extreme angles of attack + AIAA Journal + 201803 + 56 + 0001-1452 + https://arc.aiaa.org/doi/10.2514/1.J056113 + 10.2514/1.J056113 + 964 + 978 + + + + + + JohnsonDon H. Dan H + DudgeonDan E + + Array signal processing: Concepts and techniques + Englewood Cliffs: PTR Prentice Hall + 1993 + 9780130485137 + 533 + + + + + + + BrooksThomas F. + HumphreysWilliam M. + + A deconvolution approach for the mapping of acoustic sources (DAMAS) determined from phased microphone arrays + Journal of Sound and Vibration + 200607 + 294 + 10.1016/j.jsv.2005.12.046 + 856 + 879 + + + + + + SijtsmaPieter + + CLEAN based on spatial source coherence + International journal of aeroacoustics + 2007 + 6 + 10.1260/147547207783359459 + 357 + 374 + + + + + + FischerAndreas + BakChristian + LylloffOliver + OlsenAnders S. + MikkelsenRobert F. + IldvedsenSigurd B. + BeckerleeJimmy S. + BorgoltzAurelien + KuesterMatthew + IntaratepNanyaporn + + Cross validation of the aerodynamic and acoustic measurements in two kevlar-walled wind tunnels + Journal of Physics: Conference Series + 202205 + 2265 + 1742-6588 + 10.1088/1742-6596/2265/2/022103 + 022103 + + + + + + + FischerAndreas + LylloffOliver + GrandeEfren Fernandez + BakChristian + + Analytical corrections for acoustic transmission in kevlar-walled wind tunnels + AIAA Journal + 202307 + 61 + 0001-1452 + 10.2514/1.J062313 + 3119 + 3133 + + + + + + PlazaGuillem Verges i + FischerAndreas + LylloffOliver + BakChristian + OlsenAnders S. + BertagnolioFranck + LuesutthiviboonSalil + PereiraLourenco Tercio Lima + RagniDaniele + AvalloneFrancesco + SuryadiAlexandre + HerrMichaela + + Benchmarking of the NACA 63 3 -018 trailing-edge noise in a broad reynolds number range as part of the IEA task 39 + 28th AIAA/CEAS Aeroacoustics 2022 Conference + American Institute of Aeronautics; Astronautics + 202206 + 978-1-62410-664-4 + 10.2514/6.2022-2981 + + + + + + GleggStewart + DevenportWilliam + + Aeroacoustics of low mach number flows: Fundamentals, analysis, and measurement + Academic Press, Elsevier + 2017 + 9780128097939 + 1 + 537 + + + + + + DanischSimon + KrumbiegelJulius + + Makie.jl: Flexible high-performance data visualization for Julia + Journal of Open Source Software + The Open Journal + 2021 + 6 + 65 + https://doi.org/10.21105/joss.03349 + 10.21105/joss.03349 + 3349 + + + + + + +

    An overview can be found here: + beamforming-tools

    +
    +
    +
    +

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2024 16:54:11 +0100 Subject: [PATCH 2/4] Creating 10.21105.joss.06390.crossref.xml --- joss.06390/10.21105.joss.06390.crossref.xml | 322 ++++++++++++++++++++ 1 file changed, 322 insertions(+) create mode 100644 joss.06390/10.21105.joss.06390.crossref.xml diff --git a/joss.06390/10.21105.joss.06390.crossref.xml b/joss.06390/10.21105.joss.06390.crossref.xml new file mode 100644 index 0000000000..224c9ae178 --- /dev/null +++ b/joss.06390/10.21105.joss.06390.crossref.xml @@ -0,0 +1,322 @@ + + + + 20240528T155350-900090b6614cdf0e0344a7cb6ffbef731b9816ed + 20240528155350 + + JOSS Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org + + + + + 05 + 2024 + + + 9 + + 97 + + + + AeroAcoustics.jl: A Julia package for +aeroacoustics + + + + Oliver + Lylloff + https://orcid.org/0000-0002-1596-107X + + + + 05 + 28 + 2024 + + + 6390 + + + 10.21105/joss.06390 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.11207482 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/6390 + + + + 10.21105/joss.06390 + https://joss.theoj.org/papers/10.21105/joss.06390 + + + https://joss.theoj.org/papers/10.21105/joss.06390.pdf + + + + + + Julia: A fresh approach to numerical +computing + Bezanson + SIAM Rev. + 1 + 59 + 10.1137/141000671 + 0036-1445 + 2017 + Bezanson, J., Edelman, A., Karpinski, +S., & Shah, V. B. (2017). Julia: A fresh approach to numerical +computing. SIAM Rev., 59(1), 65–98. +https://doi.org/10.1137/141000671 + + + A comparison of microphone phased array +methods applied to the study of airframe noise in wind tunnel +testing + Bahr + 23rd AIAA/CEAS Aeroacoustics Conference, +2017 + 10.2514/6.2017-3718 + 9781624105043 + 2017 + Bahr, C. J., Humphreys, W. M., Ernst, +D., Ahlefeldt, T., Spehr, C., Pereira, A., Leclère, Q., Picard, C., +Porteous, R., Moreau, D. J., Fischer, J., & Doolan, C. J. (2017). A +comparison of microphone phased array methods applied to the study of +airframe noise in wind tunnel testing. 23rd AIAA/CEAS Aeroacoustics +Conference, 2017, 1–19. +https://doi.org/10.2514/6.2017-3718 + + + A microphone array method benchmarking +exercise using synthesized input data + Sarradj + 23rd AIAA/CEAS Aeroacoustics Conference, +2017 + 10.2514/6.2017-3719 + 9781624105043 + 2017 + Sarradj, E., Herold, G., Sijtsma, P., +Martinez, R. M., Malgoezar, A., Snellen, M., Geyer, T. F., Bahr, C. J., +Porteous, R., Moreau, D. J., & Doolan, C. J. (2017, June). A +microphone array method benchmarking exercise using synthesized input +data. 23rd AIAA/CEAS Aeroacoustics Conference, 2017. +https://doi.org/10.2514/6.2017-3719 + + + A Python framework for microphone array data +processing + Sarradj + Applied Acoustics + 116 + 10.1016/j.apacoust.2016.09.015 + 2017 + Sarradj, E., & Herold, G. (2017). +A Python framework for microphone array data processing. Applied +Acoustics, 116, 50–58. +https://doi.org/10.1016/j.apacoust.2016.09.015 + + + Aeroacoustic measurements + Allen + Aeroacoustic Measurements + 10.1007/978-3-662-05058-3 + 2002 + Allen, C. S., Blake, W. K., +Dougherty, R. P., Lynch, D., Soderman, P. T., & Underbrink, J. R. +(2002). Aeroacoustic measurements. In T. J. Mueller (Ed.), Aeroacoustic +Measurements. Springer Science & Business Media. +https://doi.org/10.1007/978-3-662-05058-3 + + + Aeroacoustic wind tunnel +tests + Lylloff + 10.11581/dtu:00000102 + 2020 + Lylloff, O. A. (2020). Aeroacoustic +wind tunnel tests [PhD thesis, DTU Wind Energy]. +https://doi.org/10.11581/dtu:00000102 + + + Improving the efficiency of deconvolution +algorithms for sound source localization + Lylloff + The Journal of the Acoustical Society of +America + 1 + 138 + 10.1121/1.4922516 + 0001-4966 + 2015 + Lylloff, O., Fernández-Grande, E., +Agerkvist, F., Hald, J., Tiana Roig, E., & Andersen, M. S. (2015). +Improving the efficiency of deconvolution algorithms for sound source +localization. The Journal of the Acoustical Society of America, 138(1), +172–180. https://doi.org/10.1121/1.4922516 + + + Slat noise from an MD30P30N airfoil at +extreme angles of attack + Amaral + AIAA Journal + 56 + 10.2514/1.J056113 + 0001-1452 + 2018 + Amaral, F. R. do, Himeno, F. H. T., +Carmo Pagani, C. do, & Medeiros, M. A. F. de. (2018). Slat noise +from an MD30P30N airfoil at extreme angles of attack. AIAA Journal, 56, +964–978. https://doi.org/10.2514/1.J056113 + + + Array signal processing: Concepts and +techniques + Johnson + Book + 9780130485137 + 1993 + Johnson, D. H. D. H., & Dudgeon, +D. E. (1993). Array signal processing: Concepts and techniques. In Book +(p. 533). Englewood Cliffs: PTR Prentice Hall. +ISBN: 9780130485137 + + + A deconvolution approach for the mapping of +acoustic sources (DAMAS) determined from phased microphone +arrays + Brooks + Journal of Sound and +Vibration + 294 + 10.1016/j.jsv.2005.12.046 + 2006 + Brooks, T. F., & Humphreys, W. M. +(2006). A deconvolution approach for the mapping of acoustic sources +(DAMAS) determined from phased microphone arrays. Journal of Sound and +Vibration, 294, 856–879. +https://doi.org/10.1016/j.jsv.2005.12.046 + + + CLEAN based on spatial source +coherence + Sijtsma + International journal of +aeroacoustics + 6 + 10.1260/147547207783359459 + 2007 + Sijtsma, P. (2007). CLEAN based on +spatial source coherence. International Journal of Aeroacoustics, 6, +357–374. +https://doi.org/10.1260/147547207783359459 + + + Cross validation of the aerodynamic and +acoustic measurements in two kevlar-walled wind tunnels + Fischer + Journal of Physics: Conference +Series + 2265 + 10.1088/1742-6596/2265/2/022103 + 1742-6588 + 2022 + Fischer, A., Bak, C., Lylloff, O., +Olsen, A. S., Mikkelsen, R. F., Ildvedsen, S. B., Beckerlee, J. S., +Borgoltz, A., Kuester, M., & Intaratep, N. (2022). Cross validation +of the aerodynamic and acoustic measurements in two kevlar-walled wind +tunnels. Journal of Physics: Conference Series, 2265, 022103. +https://doi.org/10.1088/1742-6596/2265/2/022103 + + + Analytical corrections for acoustic +transmission in kevlar-walled wind tunnels + Fischer + AIAA Journal + 61 + 10.2514/1.J062313 + 0001-1452 + 2023 + Fischer, A., Lylloff, O., Grande, E. +F., & Bak, C. (2023). Analytical corrections for acoustic +transmission in kevlar-walled wind tunnels. AIAA Journal, 61, 3119–3133. +https://doi.org/10.2514/1.J062313 + + + Benchmarking of the NACA 63 3 -018 +trailing-edge noise in a broad reynolds number range as part of the IEA +task 39 + Plaza + 28th AIAA/CEAS Aeroacoustics 2022 +Conference + 10.2514/6.2022-2981 + 978-1-62410-664-4 + 2022 + Plaza, G. V. i, Fischer, A., Lylloff, +O., Bak, C., Olsen, A. S., Bertagnolio, F., Luesutthiviboon, S., +Pereira, L. T. L., Ragni, D., Avallone, F., Suryadi, A., & Herr, M. +(2022, June). Benchmarking of the NACA 63 3 -018 trailing-edge noise in +a broad reynolds number range as part of the IEA task 39. 28th AIAA/CEAS +Aeroacoustics 2022 Conference. +https://doi.org/10.2514/6.2022-2981 + + + Aeroacoustics of low mach number flows: +Fundamentals, analysis, and measurement + Glegg + 9780128097939 + 2017 + Glegg, S., & Devenport, W. +(2017). Aeroacoustics of low mach number flows: Fundamentals, analysis, +and measurement (pp. 1–537). Academic Press, Elsevier. +ISBN: 9780128097939 + + + Makie.jl: Flexible high-performance data +visualization for Julia + Danisch + Journal of Open Source +Software + 65 + 6 + 10.21105/joss.03349 + 2021 + Danisch, S., & Krumbiegel, J. +(2021). Makie.jl: Flexible high-performance data visualization for +Julia. 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