[1]刘大响..航空动力发展的历史性机遇[J]. 航空发动机, 2005(02):1-3.
[2]薛飞, 雷雨宸, 秦宇奇, 等.轴流压气机旋转失速研究进展与展望[J/OL].推进技术, 1-32[2026-03-05].https://link.cnki.net/urlid/11.1813.v.20251117.1555.001.
[3]XUE Fei, LEI Yuchen, QIN Yuqi, WANG Man, XIONG Si, WANG Yangang.Research progress and prospects of rotating stall in axial compressors[J/OL]. Journal of Propulsion Technology., 1-32[2026-03-05]. https://link.cnki.net/urlid/11.1813.v.20251117.1555.001.
[4] 张靖煊.一种捕捉预示压气机失稳预警信号的新方法的研究[J].航空动力学报, 2004(02):270-277.
[5]Zhang Jingxuan.Study of a new method for giving warning signals of instability[J]. Journal of Aerospace Power, 2004(02):270-277.
[6] 李扬, 李应红, 吴云.基于方差分析的某轴流式压气机失速征兆起始检测[J]. 航空计算技术, 2005(01):104-105.
[7]Li Yang, Li Yinghong, Wu Yun.Detection of rotating stall inception precursor if axial flow compressor with variance analysis[J]. Aeronautical Computing Tech-nology, 2005(01):104-105.
[8]李继超, 童志庭, 聂超群等.基于互相关分析的前失速先兆检测分析[J].航空学报, 2013, 34(01):28-36
[9]Li Jichao, Tong Zhiting, Nie Chaoqun, Lin Feng.De-tection and analysis of early stall warning based on cross-correlation[J].Acta Aeronautica et Astronautica Sinica, 2013, 34(01):28-36
[10] 胡竞涛, 吴伟明, 张志博, 等.多级高速压气机喘振失稳的确定学习建模与预警[J/OL].控制理论与应用, 1-10[2026-03-05]. https:/link.cnki.net/urlid/44.1240.TP.20250717.1216.034.
[11]Hu Jingtao, Wu Weiming, Zhang Zhibo, et al.Deter-ministic learning and surge warning for a multi-stage high-speed compressor[J/OL]. Control Theo-ry& Applications, 1-10[2026-03-05]. https:/link.cnki.net/urlid/44.1240.TP.20250717.1216.034.
[12] Liu Y, Du J, Zhao D .Advances in early warning and active control of compressor instabilities for aerospace applications[J].Progress in Aerospace Scienc-es, 2025, 159101156-101156.
[13]Fan Z, Du J, Liu Y, et al.Instability warning method via fast wavelet transform in a high-speed axial flow compressor: from surge precursors to early warn-ing[J].Aerospace Science and Technology, 2026, 168(pe):111124-
[14] Ping Y, Wang M, Zhang X, et al.Centrifugal Compres-sor Instability and the Reverse Propagation Mechanism in Diffusers[J].Journal of Applied Fluid Mechanics, 2025, 18(12).
[15] Chen Y, Yang M, Zhang Z, et al.Study on the Fault Diagnosis Method of Compressor Instability by Fusing Multiple Time Domain Feature Parameters[J].Lecture Notes in Electrical Engineering, 2024:1628-1638.
[16]Wang S, Hao Y, Yadong W U, et al.Research pro-gress on rotating instability of aeroengine compres-sor[J].Acta Aeronautica et Astronautica Sinica, 2024, 45(16):n-u
[17] Zhang K, Park W .The Investigation of Rotating In-stability Under Distortion Based on a Compressor Ro-tor[J].International Journal of Aeronautical and Space Sciences, 2022, 23:471 - 483.
[18] 李育卉.基于多源数据融合的压气机失速预警研究[D].大连理工大学, 2023.
[19]Li Y H.Research on Stall Warning of Compressors Based on Multi-source Data Fusion[D]. Dalian Uni-versity of Technology, 2023.
[20]陈禹西, 杨明绥, 杨国安.压气机气动失稳故障的声学诊断技术研究进展[J].测控技术, 2023, 42(12):1-10
[21]Chen Yuxi, Yang Mingsui, Yang Guoan.Research pro-gress of acoustic diagnosis technology for compressor aerodynamic instability faults[J].Measurement & Control Technology, 2023, 42(12):1-10
[22] 孙晓峰, 胡宗安, 冯毓诚, 等.压气机旋转失速特征参数的一种声学测量方法[J].航空动力学报, 1991, (02):129-130+191.
[23]Sun X F, Hu Z A, Feng Y C, et al.An acoustic method for measuring characteristics if rotating stall in a com-pressor[J]. Journal of Aerospace Pow-er, 1991, (02):129-130+191.
[24] Sundstrom E, Semlitsch B, Mihaescy M.Acoustic sig-nature of flow instabilities in radial compressors. [J]. Journal of Sound and Vibration, 2018, 434:221-26.
[25]Tryfonidis M, Etchevers O, Paduano J D, et al.Prestall Behavior of Several High-Speed Compres-sors[J].Asme J Turbomachinery, 1994, 117(1):V001-T01
[26]Mcdougall N M, Cumpsty N A, Hynes T P.Stall In-ception in Axial Compressors[J].Journal of Tur-bomachinery, 1988, 112(1):116-123
[27]Garnier V H, Epstein A H, Greitzer E M.Rotating Waves as a Stall inception Indication in Axial Com-pressors[J].Trans.asme J.of Turbomachinery, 1991, 113(2):1098-102
[28] Day I J .Stall Inception in Axial Flow Compres-sors[J].Journal of Turbomachinery, 1991, 115(1).
[29]Paduano JD, Greitzer EM, Epstein AH.Compression system stabil ity and active control[J].Annual Review of Fluid Mechanics, 2001, 33(1):491-517
[30]Day IJ.Active suppression of rotating stall and surge in axial com pressors[J].ASME Journal of Turbomachin-ery, 1993, 115(1):40-47
[31]李宏新, 贾博博, 陈禹西, 等.多级高压比压气机气动失稳试验研究[J].航空动力学报, 2025, 40(07):236-243
[32]LI Hongxin, JIA Bobo, CHEN Yuxi, ZHANG Zhibo, et al.Experimental investigation of aerodynamic instabil-ities in a multistage high pressure ratio compressor[J].Journal of Aerospace Power, 2025, 40(07):236-243
[33]王聪, 司文杰, 文彬鹤, 等.轴流压气机旋转失速建模与检测Ⅱ:基于北航低速压气机试验台的实验研究[J].控制理论与应用, 2014, 31(10):1414-1422
[34]Wang C, Si W J, Weng H B, et al.Modeling and detec-tion of rotating stall in axial flow compressors,Ⅱ: experimental study for a low-speed compressor in Beihang University[J].Control Theory & Applications, 2014, 31(10):1414-1422
[35]王聪, 文彬鹤, 司文杰, 等.轴流压气机旋转失速建模与检测:Ⅰ——基于确定学习理论与高阶-模型的研究[J].自动化学报, 2014, 40(07):1265-1277
[36]Wang C, Weng H B, Si W J, et al.Modeling and detec-tion of rotating stall in axial flow compressors,Ⅰ: in-vestigation on high-order M-G Models via determinis-tic learning[J].ACTA AUTOMATICA SINICA, 2014, 40(07):1265-1277
[37]潘若痴, 刘德龙, 孟德君.多级高速压气机失稳模式[J].推进技术, 2025, 46(09):64-73
[38]PAN Ruochi, LIU Delong, MENG Dejun.Instability mode of a multi-stage high-speed compressor[J].Journal of Propulsion Technology, 2025, 46(09):64-73
[39] Tryfonidis M, Etchevers O, Paduano J D, et al.Prestall behavior of several high speed compressors[J].Journal of Turbomachinery, 1994.
[40] Liao S F, Chen J Y, Time frequency analysis of rotating stall by meas of wavelet transform.ASME 96 GT-57, 1996.
[41] Tahara N, Nakajima T, Kurosaki M, et al.Active stall control with practicable stall prediction system using auto-correlation coefficient[J]. 2001.
[42]杜军, 文璧, 刘元是.轴流压气机喘振状态下的声学特征及诊断方法[J].燃气涡轮试验与研究, 2020, 33(05):33-37
[43]DU Jun，WEN Bi，LIU Yuan-shi.Study on acoustic characteristics and diagnostic method of axial com-pressor under surge condition[J].Gas Turbine Exper-iment and Research, 2020, 33(05):33-37
[44] DHINGRA M， NEUMEIER Y， PRASAD J V R， et al.Stall and surge precursors in axial compressors［C］. Huntsville： 39th AIAA/ASME/SAE/ASEE Joint Propul sion Conference and Exhibit， 2003： 4425.
[45]LIU Y， LI J C， DU J， et al.Stall warning strat-egy based on fast wavelet analysis in a multistage ax-ial flow com pressor[J].Journal of Engineering for Gas Turbines and Power, 2022, 144(4):044501-
[46]Fan Z, Du J, Liu Y, et al.Instability warning method via fast wavelet transform in a high-speed axial flow compressor: from surge precursors to early warn-ing[J].Aerospace Science and Technology, 2026, 168(pe):111124-
[47]Li J, Deng Y, Zhang X, et al.Instability prediction under distorted inflow based on deep learning neural networks in an axial flow compressor[J].Physics of Fluids, 2024, 36(12):127163-
[48]范忠岗, 刘洋, 巴顿, 等.周向畸变进气下轴流压气机的失稳预报方法研究[J].推进技术, 2025, 46(04):109-117
[49]Fan Z G, Liu Y, Ba D, et al.Stall warning method in-vestigation in an axial-flow compressor with circum-ferential distortion[J].Journal of Propulsion Technolo-gy, 2025, 46(04):109-117
[50]张海波, 徐植桂.基于压力信号分析的轴流式压气机失速预测[J].南京航空航天大学学报, 2017, 49(05):684-692
[51]Zhang H B, Xu Z G, et al.Study on stall detection of axial compressor through pressure signal analysis[J].Transactions of Nanjing University of Aeronautics and Astronautics, 2017, 49(05):684-692
[52] Chen Y, Yang M, Zhang Z, et al.Study on the Fault Diagnosis Method of Compressor Instability by Fusing Multiple Time Domain Feature Parameters[J].Lecture Notes in Electrical Engineering, 2024:1628-1638.
[53]Li J, Deng Y, Zhang X, et al.Instability prediction under distorted inflow based on deep learning neural networks in an axial flow compressor[J].Physics of Fluids, 2024, 36(12):127163-
[54]Carrattieri L, Cravero C, Marsano D, et al.The Devel-opment of Machine Learning Models for Radial Com-pressor Monitoring With Instability Detec-tion[J].Journal of Turbomachinery; Transactions of the ASME, 2025, 147(5):051004-
[55] 全福祥.航空发动机失稳预测和喘振主动控制研究[D].大连理工大学, 2024.
[56]Quan F X.Instability Prediction and Active Surge Con-trol for The Aviation Engine [D]. Dalian University of Technology, 2023.
[57] 吴家威.基于生成对抗网络的轴流压气机失速预警研究[D].江西理工大学, 2024.
[58]Wu J W.Study on Stall Warning of Axial Flow Based on Generative Adversarial Networks[D]. Jiangxi Uni-versity of Science and Technology, 2024.
[59]邓雨阳, 李继超, 刘景源, 等.基于深度学习神经网络的轴流压气机失速预测[J].推进技术, 2025, 46(08):249-258
[60]Deng Y Y, Li J C, Liu J Y, et al.Stall prediction based on deep learning in axial flow compressor[J].Journal of Propulsion Technology, 2025, 46(08):249-258
[61] 王颖.轴流压气机前失速流动特征及失速预测研究[D].天津大学, 2022.
[62]Wang Y.Study on Front Stall Characteristics and Stall Prediction
[63]for an Axial Compressor.[D]. Tianjin University, 2022.
[64] 司文杰.基于确定学习理论的低速轴流压气机旋转失速检测—仿真与试验研究[D].华南理工大学, 2015.
[65]Si W J .Detection of Rotating Stall in Low-Speed Axi-al Compressors via Deterministic Learning Theory–Simulation and Experimental Study[D]. South China University of Technology, 2015.
[66] 赵宏阳.基于深度学习的轴流压气机旋转失速预测研究[D].大连理工大学, 2021.
[67]Zhao H Y.Research on Stall Prediction of Axial Com-pressors Based on Deep Learning[D]. Dalian Universi-ty of Technology, 2021.
[68] 尼克·坎普施缇.压气机气动力学[M]. 张健，杜辉，董威, 译. 上海交通大学出版社, 2021.
[69]Nick Kempesti Compressor Aerodynamics [M].Trans-lated by Zhang Jian, Du Hui, Dong Wei Shanghai Jiao Tong University Press, 2021.
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