Identification on Vortex Rope in Francis Turbine Draft Tube Based on Convkurgram

被引:4
|
作者
Wang, Huan [1 ,2 ]
Hou, Yaochun [1 ,2 ]
Ma, Guangfei [3 ,4 ]
Wu, Guangkuan [5 ]
Wang, Da [6 ]
Huang, Bin [7 ]
Wu, Peng [8 ]
Wu, Dazhuan [1 ,2 ]
机构
[1] Zhejiang Univ, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
[2] Zhejiang Univ, Coll Energy Engn, Hangzhou 310027, Peoples R China
[3] Minist Water Resources, Stand & Qual Control Res Inst, Hangzhou 310027, Peoples R China
[4] Minist Water Resources, Hangzhou Machine Design & Res Inst, Hangzhou 310027, Peoples R China
[5] Xian Univ Technol, Inst Water Resources & Hydroelect Engn, Xian 710048, Peoples R China
[6] Hangzhou Inst Test & Calibrat Qual & Technol Supe, Hangzhou 310027, Peoples R China
[7] Zhejiang Univ, Ocean Coll, Zhoushan 316021, Zhejiang, Peoples R China
[8] Zhejiang Univ, Inst Adv Technol, Hangzhou 310027, Peoples R China
关键词
Hydraulic systems; Deconvolution; Finite impulse response filters; Electron tubes; Demodulation; Hydraulic turbines; Vibrations; Blind deconvolution; Convkurgram; demodulation; multiple frequency bands enhancement; vortex rope recognition; MINIMUM ENTROPY DECONVOLUTION; CORRELATED KURTOSIS DECONVOLUTION; BLIND DECONVOLUTION; FAULT-DIAGNOSIS; DEMODULATION; KURTOGRAM; NORM; BAND;
D O I
10.1109/TIM.2022.3195252
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Francis turbine is a core energy conversion part and low-frequency vibrations caused by unsteady vortex rope in the draft tube may damage the unit through resonance. Therefore, a more comprehensive assessment and monitoring of the status of Francis turbine is of great significance for unit stability. In this hydraulic machinery, mechanical impulses and hydraulic excitation are coexisting. The former manifests as a narrow low-frequency band with high kurtosis, while the latter represents a wide high-frequency band with energy associated with the vortex rope. Based on that, a novel method coined Convkurgram is proposed to suppress the extreme high kurtosis mechanical components and extract the hydraulic carrier wave efficiently. Besides, it takes multiple information frequency bands into consideration in case of contamination waves exist. Finally, the method is evaluated by means of actual vibration signals collected from the hydroelectric generating unit under normal and cavitation conditions. The results show that the proposed method recognizes the characteristic frequency bands of mechanical components and hydraulic carriers as well as extracts the shaft frequency and blade passing frequency successfully.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] An intelligent identification method of draft tube vortex rope based on dynamic feature extraction and random forest: Application to a prototype pump-turbine
    Zhou, Tingxin
    Yu, Xiaodong
    Chen, Sheng
    Zhang, Jian
    Xu, Hui
    JOURNAL OF ENERGY STORAGE, 2024, 102
  • [42] STUDIES OF THE EFFECT OF VORTEX-CONTROL GROOVES ON PRESSURE OSCILLATIONS IN A FRANCIS TURBINE DRAFT TUBE
    An, Yu
    Luo Xianwu
    Bin, Ji
    PROCEEDINGS OF THE ASME/JSME/KSME JOINT FLUIDS ENGINEERING CONFERENCE, 2015, VOL 1A, SYMPOSIA, PT 2, 2016,
  • [43] Experimental modeling of a cavitation vortex in the draft tube of a Francis turbine using artificial neural networks
    Hocevar, Marko
    Sirok, Brane
    Blagojevic, Bogdan
    Grabec, Igor
    JOURNAL OF HYDRAULIC RESEARCH, 2007, 45 (04) : 538 - 546
  • [44] The Effect of J-Groove on Vortex Suppression and Energy Dissipation in a Draft Tube of Francis Turbine
    Luo, Zhumei
    Nie, Cong
    Lv, Shunli
    Guo, Tao
    Gao, Suoming
    ENERGIES, 2022, 15 (05)
  • [45] The influence of draft-tube pressure pulsations on the cavitation-vortex dynamics in a Francis turbine
    Hocevar, M
    Sirak, B
    Grabec, I
    Rus, T
    STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING, 2003, 49 (10): : 484 - 498
  • [46] Vortex Rope Formation in a High Head Model Francis Turbine
    Goyal, Rahul
    Cervantes, Michel J.
    Gandhi, B. K.
    JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME, 2017, 139 (04):
  • [47] IDENTIFICATION OF FRANCIS TURBINE HELICAL VORTEX ROPE EXCITATION BY CFD AND RESONANCE SIMULATION WITH THE HYDRAULIC SYSTEM
    Alligne, Sebastien
    Nicolet, Christophe
    Avellan, Francois
    PROCEEDINGS OF THE ASME/JSME/KSME JOINT FLUIDS ENGINEERING CONFERENCE 2011, VOL 1, PTS A-D, 2012, : 481 - 493
  • [48] Cavitation surge modelling in Francis turbine draft tube
    Alligne, Sebastien
    Nicolet, Christophe
    Tsujimoto, Yoshinobu
    Avellan, Francois
    JOURNAL OF HYDRAULIC RESEARCH, 2014, 52 (03) : 399 - 411
  • [49] Performance analysis of draft tube for GAMM Francis turbine
    Kubota, T
    Han, F
    Avellan, F
    HYDRAULIC MACHINERY AND CAVITATION, VOLS I AND II, 1996, : 130 - 139
  • [50] Effects of draft tube on the hydraulic performance of a Francis turbine
    Jeon, J. H.
    Byeon, S. S.
    Kim, Y. J.
    6TH INTERNATIONAL CONFERENCE ON PUMPS AND FANS WITH COMPRESSORS AND WIND TURBINES (ICPF2013), 2013, 52