Acta Aeronautica et Astronautica Sinica
Li-Ping WANG 2,Hong Liu
Received:
2024-04-22
Revised:
2024-05-27
Online:
2024-05-29
Published:
2024-05-29
Contact:
Li-Ping WANG
CLC Number:
Li-Ping WANG Hong Liu. Research progress on simulation methods of drop diameter distribution for supercooled large drop icing conditions[J]. Acta Aeronautica et Astronautica Sinica, doi: 10.7527/S1000-6893.2024.30570.
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URL: https://hkxb.buaa.edu.cn/EN/10.7527/S1000-6893.2024.30570
[1] SASSEN K, LIOU K N, KINNE S, et al. Highly Super-cooled Cirrus Cloud Water: Confirmation and Climatic Implications [J]. Science, 1985, 227(4685): 411-3. [2] ROSENFELD D, WOODLEY W L. Deep convective clouds with sustained supercooled liquid water down to -37.5℃ [J]. Nature, 2000, 405(6785): 440-2. [3] Aircraft Icing Handbook [M]. Version 1 ed. New Zealand: Civil Aviation Authority, 2000. [4] 魏岳江, 本刊编辑部. 空难事故原因透视——五花八门的罪魁祸首[J]. 航空世界, 2014, (09): 66-71. WEI Y J, Editorial Department of this Journal. A perspec-tive on the causes of air accidents -- various culprits [J]. Aviation World, 2014, (09): 66-71(in Chinese). [5] 中国民用航空华东地区管理局航空安全委员会. 2021年3月1日北大荒通航BE300江西吉安坠机事故调查报告: 20210301TFSQ01 [R]: 中国民用航空局, 2021. Aviation Safety Committee of East China Regional Ad-ministration of Civil Aviation of China. Investigation Re-port of BEDAHUANG BE300 Crash Accident in Ji'an, Jiangxi Province on March 1, 2021: 20210301TFSQ01 [R]: Civil Aviation Administration of China (CAAC), 2021(In Chinese). [6] MAZON J, ROJAS J I, LOZANO M, et al. Influence of meteorological phenomena on worldwide aircraft acci-dents, 1967-2010 [J]. Meteorological Applications, 2018, 25(2): 236-45. [7] 张恒, 李杰, 赵宾宾. 结冰翼型前缘下垂变弯度容冰特性改善机制[J]. 航空学报, 2023, 44(01):53-65. ZHANG H, LI J, ZHAO B B. Improvement mechanism of ice-tolerance capacity for iced airfoil with variable cam-ber of drooping leading edge [J]. Acta Aeronautica et As-tronautica Sinica, 2023, 44(1): 627114(in Chinese). [8] 桂业伟, 周志宏, 李颖晖, 等. 关于飞机结冰的多重安全边界问题[J]. 航空学报, 2017, 38(02): 6-17. GUI Y W, ZHOU Z H, LI Y H, et al. Multiple safety boundaries protection on aircraft icing [J], Acta Aero-nautica et Astronauca Sinica, 2017, 38(2): 520723(in Chi-nese). [9] 朱春玲, 朱程香. 飞机结冰及其防护[M]. 北京: 科学出版社, 2016. ZHU C L, ZHU C X. Aircraft icing and its protection [M]. Beijing: Science Press, 2016(in Chinese). [10] HE Q, LI K, XU Z, et al. Research progress on construc-tion strategy and technical evaluation of aircraft icing ac-cretion protection system [J]. Chinese Journal of Aero-nautics, 2023, 36(10): 1-23. [11] BERNSTEIN B, CAMPO W, ALGODAL L, et al. The Embraer-170 and -190 Natural Icing Flight Campaigns: Keys to Success [M]. 44th AIAA Aerospace Sciences Meeting and Exhibit. American Institute of Aeronautics and Astronautics. 2006: AIAA 2006-264. [12] 丁军亮, 赵利利, 杨涛, 等. 自然结冰飞行试验技术综述[J]. 航空学报, 2023, 44(17): 028270. DING J L, ZHAO L L, TANG T, et al. Flight test tech-nology of natural icing [J]. Acta Aeronautica et Astro-nautica Sinica, 2023, 44(17): 028270(in Chinese). [13] 高郭池, 张波, 全敬泽, 等. 正常类飞机自然结冰试飞适航审定技术[J]. 航空学报, 2024, 45(1): 128531. GAO G C, ZHANG B, QUAN J Z, et al. Airworthiness certification technology of normal aircraft natural icing flight test [J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(1): 128531(in Chinese). [14] FEDERAL AVIATION ADMINISTRATION. Air-worthiness Standards: Transport Category Airplanes, Ap-pendix C [S]. Department of Transportation, Federal Aviation Administration. 1974. [15] 中国民用航空局政策法规司. 运输类飞机适航标准: CCAR-25-R4 [S]. 北京; 中国民用航空局. 2016. Department of Policy and Regulation, Civil Aviation Ad-ministration of China. Airworthiness standard for transport aircraft: CCAR-25-R4 [S]. Beijing; Civil Avia-tion Administration of China. 2016(In Chinese). [16] FEDERAL AVIATION ADMINISTRATION. 79 FR 65507 - Airplane and Engine Certification Requirements in Supercooled Large Drop, Mixed Phase, and Ice Crystal Icing Conditions [S]. Office of the Federal Register, Na-tional Archives and Records Administration. 2014. [17] EUROPEAN AVIATION SAFETY AGENCY. Easy Access Rules for Large Aeroplanes (CS 25) (Amendment 16) [S]. European Aviation Safety Agency. 2015 [18] 陈勇, 孔维梁, 刘洪. 飞机过冷大水滴结冰气象条件运行设计挑战[J]. 航空学报, 2023, 44(1): 626973. CHEN Y, KONG W L, LIU HONG. Challenge of air-craft design under operational conditions of supercooled large water droplet icing [J]. Acta Aeronautica et Astro-nautica Sinica, 2023, 44(1): 626973 (in Chinese). [19] TIMKO E N, KING-STEEN L E, ZANTE J F V, et al. NASA Glenn Icing Research Tunnel: 2019 Cloud Cali-bration Procedure and Results: NASA/TM-20205009045 [R]: National Aeronautics and Space Administration, 2021. [20] VECCHIONE L, DEMATTEIS P, LEONE G. An over-view of the CIRA Icing Wind Tunnel [M]. 41st Aero-space Sciences Meeting and Exhibit. American Institute of Aeronautics and Astronautics. 2003: AIAA 2003-900. [21] 倪章松, 刘森云, 王桥, 等. 3m×2m结冰风洞试验技术研究进展[J]. 实验流体力学, 2019, 33(06): 46-53. NI Z S, LIU S Y, WANG Q, et al. Research progress of test technologies for 3 m × 2 m icing wind tunnel [J]. Journal of Experiments in fluid Mechanics, 2019, 33(06): 46-53(In Chinese). [22] 符澄, 宋文萍, 彭强, 等. 结冰风洞过冷大水滴结冰条件模拟能力综述[J]. 实验流体力学, 2017, 31: 1-7. FU C, SONG W P, PENG Q, et al. An overview of su-percooled large droplets icing condition simulation capa-bility in icing wind tunnels [J]. Journal of Experiments in fluid Mechanics, 2017, 31: 1-7(In Chinese). [23] NATIONAL TRANSPORTATION SAFETY BOARD. Aircraft Accident Report: In-Flight Icing Encounter and Loss of Control, Simmons Airlines, D.B.A. American Eagle Flight 4184, Avions De Transport Regional (ATR) Model 72-212, N401AM, Roselawn, Indiana, October 31, 1994: NTSB/AAR-96/02 [R]: National Transportation Safety Board, 1996. [24] FEDERAL AVIATION ADMINISTRATION. FAA In-flight Aircraft Icing Plan [Z]. Federal Aviation Administra-tion. 1997. [25] MILLER D, BERNSTEIN B, MCDONOUGH B, et al. NASA/FAA/NCAR supercooled large droplet icing flight research - Summary of winter 96-97 flight operations [M]. 36th AIAA Aerospace Sciences Meeting and Exhibit. 1998: AIAA–98–0577. [26] ISAAC G, COBER S, KOROLEV A, et al. Canadian Freezing Drizzle Experiment [M]. 37th Aerospace Scienc-es Meeting and Exhibit. American Institute of Aeronautics and Astronautics. 1999: AIAA 1999-492. [27] CURRY J A, HOBBS P V, KING M D, et al. FIRE Arc-tic Clouds Experiment [J]. Bulletin of the American Mete-orological Society, 2000, 81(1): 5-29. [28] ISAAC G A, COBER S G, STRAPP J W, et al. Recent Canadian Research on Aircraft In-Flight Icing [J]. Cana-dian Aeronautics & Space Journal, 2001, 44(44): 213-22. [29] ISAAC G, COBER S, STRAPP J, et al. Preliminary results from the Alliance Icing Research Study (AIRS) [M]. 39th Aerospace Sciences Meeting and Exhibit. 2001: AIAA 2001-0393. [30] HAUF T, SCHR?DER F. Aircraft icing research flights in embedded convection [J]. Meteorology and Atmospheric Physics, 2005, 91(1-4): 247-65. [31] COBER S, BERNSTEIN B, JECK R, et al. Data and Analysis for the Development of an Engineering Standard for Supercooled Large Drop Conditions: DOT/FAA/AR-09/10 [R]: U.S. Department of Transportation, Federal Aviation Administration, 2009. [32] COBER S G, ISAAC G A. Characterization of Aircraft Icing Environments with Supercooled Large Drops for Application to Commercial Aircraft Certification [J]. Journal of Applied Meteorology and Climatology, 2012, 51(2): 265-84. [33] COBER S G, ISAAC G A, STRAPP J W, et al. Analysis of aircraft icing environments associated with supercooled drizzle droplets; proceedings of the FAA International Conference on Aircraft Inflight Icing, May 6-8, 1996 [C]. Springfield: Virginia. [34] HUFFMAN G J, NORMAN G A. The Supercooled Warm Rain Process and the Specification of Freezing Pre-cipitation [J]. Monthly Weather Review, 1988, 116(11): 2172-82. [35] 刘朝茹, 韩永翔, 王瑾, 等. 我国冻雨统计及发生机制研究[J]. 灾害学, 2015, 30(3): 219-222. LIU J R, HAN Y X, WANG J, et al. Studies on statistics and formation mechanism of freezing rain [J]. Journal of Catastrophology, 2015, 30(3): 219-222(In Chinese). [36] 李杰, 郭学良, 周晓宁, 等. 2011~2013 年中国冻雨、冻毛毛雨和冻雾的特征分析[J]. 大气科学, 2015, 39(5): 1038?1048. LI J, GUO X L, ZHOU X N, et al. Characteristics of freezing rain, freezing drizzle, and freezing fog in China from 2011 to 2013 [J]. Chinese Journal of Atmospheric Sciences, 2015, 39(5): 1038?1048(In Chinese). [37] 朱东宇, 裴如男, 杨秋明, 等. FL-61结冰风洞热气防冰系统试验方法研究[J]. 气动研究与试验, 2023, 1(5): 107-112. ZHU D Y, PEI R N, YANG Q M, et al. Experimental re-search on a hot air anti-icing system in FL-61 icing wind tunnel [J]. Aerodynamic Research & Experiment, 2023, 1(5): 107-112(in Chinese). [38] 袁烨. 关于过冷大水滴的适航规章新趋势和影响解析[J]. 科技创新与应用, 2015(26): 72. YUAN Y. Analysis of new trend and influence of air-worthiness regulations on supercooled large water drop-lets [J]. Technology Innovation and Application, 2015(26): 72(in Chinese). [39] 李艳. 过冷大水滴规章对民机适航取证的影响[J]. 中国科技信息, 2017(10): 29-30. LI Y. Influence of supercooled large water drop regula-tions on civil aircraft airworthiness certification [J]. China Science and Technology Information, 2017(10): 29-30(in Chinese). [40] 丁媛媛. 运输类飞机结冰适航审定方法及SLD关键技术研究[D]. 南京: 南京航空航天大学, 2019. DING Y Y. Research on Icing Airworthiness Certification Methods and SLD Key Technology for Transport Catego-ry Airplanes [D]. Nanjing: Nanjing University of Aero-nautics and Astronautics, 2019(in Chinese). [41] IDE R, OLDENBURG J. Icing cloud calibration of the NASA Glenn Icing Research Tunnel [M]. 39th Aerospace Sciences Meeting and Exhibit. American Institute of Aer-onautics and Astronautics. 2001: AIAA 2001-234. [42] BOND T, POTAPCZUK M, MILLER D. Overview of SLD Engineering Tool Development [M]. 41st Aerospace Sciences Meeting and Exhibit. American Institute of Aer-onautics and Astronautics. 2003: AIAA 2003-386. [43] IDE R F, SHELDON, DAVID W. 2006 Icing Cloud Calibration of the NASA Glenn Icing Research Tunnel: NASA/TM-2008-215177 [R]: National Aeronautics and Space Administration, 2008. [44] VAN ZANTE J, IDE R, STEEN L C. NASA Glenn Icing Research Tunnel: 2012 Cloud Calibration Procedure and Results [M]. 4th AIAA Atmospheric and Space Environ-ments Conference. American Institute of Aeronautics and Astronautics. 2012: AIAA 2012-933. [45] POTAPCZUK M, MILLER D, IDE R, et al. Simulation of a Bi-modal Large Droplet Icing Cloud in the NASA Ic-ing Research Tunnel [M]. 43rd AIAA Aerospace Sciences Meeting and Exhibit. American Institute of Aeronautics and Astronautics. 2005: AIAA 2005-76. [46] POTAPCZUK M, MILLER D. Numerical Simulation of Ice Shapes from a Bimodal Large Droplet Icing Cloud [M]. 44th AIAA Aerospace Sciences Meeting and Exhibit. American Institute of Aeronautics and Astronautics. 2006: AIAA 2006-462. [47] VAN ZANTE J F, IDE R F, STEEN L E, et al. NASA Glenn Icing Research Tunnel: 2014 Cloud Calibration Procedure and Results: NASA/TM-2014-218392 [R]: National Aeronautics and Space Administration, 2014. [48] STEEN L, IDE R, VAN ZANTE J, et al. NASA Glenn Icing Research Tunnel: 2014 and 2015 Cloud Calibration Procedures and Results: NASA/TM-2015-218758 [R]: National Aeronautics and Space Administration, 2015. [49] KING-STEEN L E, IDE R F. Creating a Bimodal Drop-Size Distribution in the NASA Glenn Icing Research Tunnel [M]. 9th AIAA Atmospheric and Space Environ-ments Conference. 2017: AIAA 2017-4477. [50] KING-STEEN L E, TIMKO E N, IDE R F, et al. NASA Glenn Icing Research Tunnel: 2018 Change in Drop-Sizing Equations Due to Change in Cloud Droplet Probe Sample Area: NASA/TM—2019-219990 [R]: National Aeronautics and Space Administration, 2019. [51] TIMKO E N, KING-STEEN L E, ZANTE J F V, et al. NASA Glenn Icing Research Tunnel: 2019 Cloud Cali-bration Procedure and Results: NASA/TM-20205009045 [R]: National Aeronautics and Space Administration, 2021. [52] 李斯, 束珺, 张志强, 等. 冰风洞过冷大水滴云雾水滴质量分布模拟[J]. 南京航空航天大学学报, 2023, 55(1): 146-153. LI S, SHU J, ZHANG Z Q, et al. Study on simulation for droplet mass distribution of supercooled large droplet cloud in icing wind tunnel[J]. Journal of Nanjing Univer-sity of Aeronautics & Astronautics, 2023, 55(1): 146-153(in Chinese). [53] 束珺, 徐东光, 韩志熔, 等. 结冰风洞过冷大水滴试验中混合翼设计[J]. 航空学报, 2023, 44(1): 627182. SHU J, XU D G, HAN Z R, et al. Hybrid wing design of icing wind tunnel supercooled large droplet icing test[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(1): 627182(in Chinese). [54] ESPOSITO B M. Validation and Calibration of CIRA-SBS Upgrade to SLD cloud simulation: Test Plan: ACAD-0032 / CIRA-CF-08-0648 [R]. Capua, Italy: Cen-tro Italiano Ricerche Aerospaziali - CIRA, 2008. [55] ESPOSITO B M, BROWN K J, BACHALO W D. Ap-plication of Optical Methods for Icing Wind Tunnel Cloud Simulation Extension to Supercooled Large Drop-lets [C]. ILASS–Americas, 23rd Annual Conference on Liquid Atomization and Spray Systems. Ventura, CA. 2011 [56] ORCHARD D M, CLARK C, OLESKIW M. Develop-ment of a Supercooled Large Droplet Environment within the NRC Altitude Icing Wind Tunnel: SAE Technical Pa-per 2015-01-2092 [R]: SAE International, 2015. [57] ROCCO E T, HAN Y, KREEGER R, et al. Super-Cooled Large Droplet Experimental Reproduction, Ice Shape Modeling, and Scaling Method Assessment [J]. AIAA Journal, 2021, 59(4): 1277-95. [58] FERSCHITZ H, WANNEMACHER M, BUCEK O, et al. Development of SLD Capabilities in the RTA Icing Wind Tunnel [J]. SAE International Journal of Aerospace, 2017, 10(1): 12-21. [59] BERTHOUMIEU P, DéJEAN B, BODOC V, et al. ONERA Research Icing Wind Tunnel [M]. AIAA AVIATION 2022 Forum. American Institute of Aero-nautics and Astronautics. 2022. [60] BREITFU? W, WANNEMACHER M, KN?BL F, et al. Aerodynamic Comparison of Freezing Rain and Freez-ing Drizzle Conditions at the RTA Icing Wind Tunnel [J]. SAE International Journal of Advances and Current Prac-tices in Mobility, 2019, 2(1): 245-55. [61] 唐虎, 常士楠, 成竹, 等. 内混式空气助力喷嘴喷雾水滴尺寸分布建模[J]. 航空学报, 2016, 37(5): 1473-1483. TANG H, CHANG S N, CHENG Z, et al. Modeling droplet size distribution of spray for an internal-mixing air-assisted nozzle [J]. Acta Aeronautica et Astronautica Sinica, 2016, 37(5): 1473-1483(In Chinese). [62] 符澄, 徐兵兵, 彭强, 等. 结冰风洞中SLD模拟方法及其实验验证研究[C]. 中国力学大会(CCTAM 2019). 中国浙江杭州. 2019: 7 FU C, XU B B, PENG Q, et al. The SLD simulation method and experiment study of icing wind tunnel [C]. The Chinese Congress of Theoretical and Applied Me-chanics (CCTAM 2019). Hangzhou, Zhejiang, China. 2019: 7(In Chinese). [63] 刘森云, 王桥, 易贤, 等. 3m×2m结冰风洞试验技术新进展(2020-2022年)[J]. 空气动力学学报, 2023, 41(1): 57-65. LIU S Y, WANG Q, YI X, et al. New progress of 3 m × 2 m icing wind tunnel test technology from 2020 to 2022[J]. Acta Aerodynamica Sinica, 2023, 41(1): 57?65(in Chinese). [64] RAIL TEC ARSENAL FAHRZEUGVERSUCHSANLAGE GMBH. Device for Producing Water Drops of a Determined Size, WO 2018/10719 A1 [P/OL]. 2018-6-11(In German). [65] WANG L, KONG W, LIU H, et al. Experimental study on a solenoid valve-based generator for droplet generation [J]. Journal of Physics: Conference Series, 2019, 1300: 012044. [66] WANG L, KONG W, BIAN P, et al. Experimental inves-tigation on the performances of a valve-based and on-demand droplet generator producing droplets in a wide size range [J]. AIP Advances, 2022, 12(9): 095310. [67] 刘洪, 王福新, 王利平, 等. 过冷大水滴发生装置及方法, CN115384805A [P/OL]. 2022-11-25. [68] 王利平. 面向飞机结冰环境模拟的过冷大水滴可控发生原理研究[D]. 上海: 上海交通大学, 2021. WANG L P. The principle of controllable generation of supercooled large water droplets for simulation of aircraft icing conditions [D]. Shanghai: Shanghai Jiao Tong Uni-versity, 2021(In Chinese). [69] Ice Protection Harmonization Working Group (IPHWG). Task 2 - Review national transportation safety board: working group report on supercooled large droplet rule-making[R]. Federal Aviation Administration - Aviation Rulemaking Advisory Committee, 2016. [70] 陈海, 郭向东, 赵荣, 等. 冻细雨分布匹配的量化评估方法 [J]. 南京航空航天大学学报, 2023, 55(2): 233-40. CHEN H, GUO X D, ZHAO R, et al. Quantitative evalu-ation method of freezing drizzle distribution matching[J]. Journal of Nanjing University of Aeronautics & Astro-nautics, 2023, 55(2): 233?240(in Chinese). [71] SAE. Calibration and Acceptance of Icing Wind Tunnels: SAE ARP5905 [R]: SAE Aerospace, 2009. [72] ZANTE J F V, STRAPP J W, ESPOSITO B, et al. SLD Instrumentation in Icing Wind Tunnels – Investigation Overview [M]. AIAA AVIATION 2021 FORUM. 2021. |
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Total visits: 6658907 Today visits: 1341