REAL-TIME DAMAGE DETECTION AND LOCALIZATION OF DAMAGE IN VEHICLE COMPONENTS USING ACOUSTIC EMISSION AND MACHINE LEARNING

• 1. 基于人工智能与声发射技术的裂缝损伤定位方法以及系统 [P] . 中国专利： CN112229585A . 2021-01-15
• 2. 热障涂层损伤及其失效过程的声发射实时检测方法 [P] . 中国专利： CN101285796B . 2010.09.29
• 3. MAGNETOACOUSTIC EMISSION DETECTION METHOD FOR FATIGUE DAMAGE OF FERROMAGNETIC METAL COMPONENT [P] . US2021372967A1 . 2021-12-02

  机译： 铁磁金属部件疲劳损伤的磁声发射检测方法

• 4. Computer Vision Systems and Methods for Vehicle Damage Detection with Reinforcement Learning [P] . US2021342997A1 . 2021-11-04

  机译： 钢筋学习的计算机视觉系统和车辆损伤检测方法

• 5. WIND TURBINE DAMAGE DETECTION SYSTEM USING MACHINE LEARNING [P] . US2021079890A1 . 2021-03-18

  机译： 使用机器学习的风力涡轮机损坏检测系统

• 1. Rock damage and fracturing induced by high static stress and slightly dynamic disturbance with acoustic emission and digital image correlation techniques [J] . Shuting Miao, Peng-Zhi Pan, Petr Konicek, 岩石力学与岩土工程学报（英文版） . 2021,第005期
• 2. Acoustic emission activity in directly tensile test on marble specimens and its tensile damage constitutive model [J] . Ruifu Yuan, Bowen Shi 国际煤炭科学技术学报：英文版 . 2018,第003期
• 3. Acoustic emission activity in directly tensile test on marble specimens and its tensile damage constitutive model [J] . Ruifu Yuan, Bowen Shi 国际煤炭科学技术学报（英文） . 2018,第003期
• 4. Monitoring damage evolution of steel strand using acoustic emission technique and rate process theory [J] . DENG Yang, LIU Yang, FENG Dong-ming 中南大学学报（英文版） . 2014,第009期
• 5. Detection of damage locations and damage steps in pile foundations using acoustic emissions with deep learning technology [J] . Jierula Alipujiang, Oh Tae-Min, Wang Shuhong, Frontiers of structural and civil engineering . 2021,第2期
• 6. Recommendation of RILEM TC 212-ACD: acoustic emission and related NDE techniques for crack detection and damage evaluation in concrete: Test method for damage qualification of reinforced concrete beams by acoustic emission [J] . Masayasu Ohtsu Materials and structures . 2010,第9期
• 7. Real-time acoustic emission monitoring for surface damage in hard machining [J] . Y. B. Guo, S. C. Ammula International Journal of Machine Tools & Manufacture: Design, research and application . 2005,第14期
• 8. Nondestructive evaluation of fiberglass reinforced plastic subjected to combined localized heat damage and fatigue damage using acoustic emission [C] . H. Nayeb-Hashemi, P. Kasomino, Nader Saniei ASME international mechanical engineering congress and exposition . 1999
• 9. Acoustic Emission Beamforming for Detection and Localization of Damage. [D] . Rivey, Joshua Callen. 2016
• 10. A Machine Learning Approach to Bridge-Damage Detection Using Responses Measured on a Passing Vehicle [O] . Abdollah Malekjafarian, Fatemeh Golpayegani, Callum Moloney, 2019
• 11. Recommendation of RILEM TC 212-ACD : acoustic emission and related NDE techniques for crack detection and damage evaluation in concrete : Test Method for Damage Qualification of Reinforced Concrete Beams by Acoustic Emission [O] . Ohtsu, Masayasu, オオツ, マサヤス, 大津, 政康 2010
• 12. Detection of Damage in Hydraulic Components by Acoustic Emission Techniques [R] . Dowdican, M., Silva, G., Lowery, R. L. 1984

• 1. Structural Damage Localization by Linear Technique of Acoustic Emission [J] . Md. Tawhidul Islam Khan ,Nagafuchi Sunichi ,Mehedi Hasan . 流体动力学（英文） . 2014,第5期
• 2. 基于声发射技术的正交异性钢桥面板损伤定位 [C] . 汪国华 ,李丹 ,任伟新 . 第29全国结构工程学术会议 . -1
• 3. 应用光纤声发射传感器对复合材料进行损伤检测 [A] . 郝俊才 . 2006