Abstract
Analyzing the time–frequency and energy variation characteristics of blasting vibration signals is helpful to understand the propagation law of blasting seismic waves and guide the optimization of blasting parameters. The study is based on the field-measured tunnel shaft blasting vibration signal data and uses wavelet packets to extract the energy frequency band characteristics of the vibration signal. The distribution of blasting vibration signal energy in each frequency band and the change law with vertical distance are analyzed, and the regression analysis of shaft blasting vibration energy is carried out according to the principle of dimensional analysis. The results show that the main frequency band of the shaft blasting vibration signal is distributed within 0–300 Hz, and the variation trend of blasting vibration energy in different frequency bands is different. The results show that the vibration energy of shaft blasting accounts for 99% of the energy in the 0–300 Hz frequency band, and the vibration energy in the vertical direction accounts for the most. The energy is concentrated in the low frequency band, and the average proportion of energy in the frequency range of 0–30 Hz at 25 m, 31 m, and 41 m from the explosion source is 86.21%, 49.67%, and 39.10%, which is not conducive to the safety of structures. The energy attenuation coefficient of the shaft is about twice that of the tunnel, and seismic wave propagation has an elevation amplification effect.
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References
Afum BO, Temeng VA (2015) Reducing drill and blast cost through blast optimisation–a case study. Ghana Mining J 15(2):50–57
Agrawal H, Mishra AK (2018) Evaluation of initiating system by measurement of seismic energy dissipation in surface blasting. Arab J Geosci 11:1–12. https://doi.org/10.1007/s12517-018-3683-3
Agrawal A, Choudhary BS, Murthy VMSR (2022) Seismic energy prediction to optimize rock fragmentation: a modified approach. Int J Environ Sci Technol 19(11):11301–11322. https://doi.org/10.1007/s13762-021-03753-w
Ainalis D, Ducarne L, Kaufmann O, Tshibangu JP, Verlinden O, Kouroussis G (2018) Improved analysis of ground vibrations produced by man-made sources. Sci Total Environ 616:517–530. https://doi.org/10.1016/j.scitotenv.2017.10.291
Baumgart J, Fritzsche C, Marburg S (2022) Infrasound of a wind turbine reanalyzed as power spectrum and power spectral density. J Sound Vibr 533:116310. https://doi.org/10.1016/j.jsv.2021.116310
Chen G, Li QY, Li DQ, Wu ZY, Liu Y (2019) Main frequency band of blast vibration signal based on wavelet packet transform. Appl Math Modell 74:569–585. https://doi.org/10.1016/j.apm.2019.05.005
Cong HY, Bi MS, Bi Y, Li YC, Jiang HP, Gao W (2021) Experimental studies on the smoke extraction performance by different types of ventilation shafts in extra-long road tunnel fires. Tunnell Undergr Space Technol 115:104029. https://doi.org/10.1016/j.tust.2021.104029
Ding C, Yang RS, Zheng CD, Yang LY, He SL, Feng C (2021) Numerical analysis of deep hole multi-stage cut blasting of vertical shaft using a continuum-based discrete element method. Arab J Geosci 14(12):1086. https://doi.org/10.1007/s12517-021-07425-4
Huang LZ, Bohne RA, Bruland A, Jakobsen PD, Lohne J (2015) Environmental impact of drill and blast tunnelling: life cycle assessment. J Clean Prod 86:110–117. https://doi.org/10.1016/jjclepro.2014.08.083
Huang D, Cui S, Li XQ (2019) Wavelet packet analysis of blasting vibration signal of mountain tunnel. Soil Dyn Earthq Eng 117:72–80. https://doi.org/10.1016/j.soildyn.2018.11.025
Jing F, Zhang C, Si W, Wang Y, Jiao S (2018) Polynomial phase estimation based on adaptive short-time Fourier transform. Sensors 18(2):568. https://doi.org/10.3390/s18020568
Khademian Z, Ozbay U (2019) Modeling violent rock failures in tunneling and shaft boring based on energy balance calculations. Tunnell Undergr Space Technol 90:62–75. https://doi.org/10.1016/j.tust.2019.04.018
Khodja MEA, Aimer AF, Boudinar AH, Benouzza N, Bendiabdellah A (2019) Bearing fault diagnosis of a PWM inverter fed-induction motor using an improved short time Fourier transform. J Electr Eng Technol 14:1201–1210. https://doi.org/10.1007/s42835-019-00096-y
Li JK, Wang DJ, Fan YB (2014) Blasting vibration damping design and effect analysis in subway shaft construction. Appl Mech Mater 501:1846–1849. https://doi.org/10.4028/www.scientific.net/AMM.501-504.1846
Li XP, Lv JL, Luo Y, Liu TT (2018) Mechanism study on elevation effect of blast wave propagation in high side wall of deep underground powerhouse. Shock Vibr. https://doi.org/10.1155/2018/4951948
Libal U, Spyra K (2014) Wavelet based shock wave and muzzle blast classification for different supersonic projectiles. Expert Syst Appl 41(11):5097–5104. https://doi.org/10.1016/j.eswa.2014.02.037
Ling T, Li S, Liu D, Liang S (2023) Blasting damage of tunnel rock mass based on cumulative effect. Rock Mech Rock Eng 56:1679–1695. https://doi.org/10.1007/s00603-022-03128-8
Ma XM, Wang Y, Lin TS, Yang LY (2021) Intelligent decision system for vertical shaft blasting scheme based on knowledge base and its application. IEEE Access 9:163831–163842. https://doi.org/10.1109/ACCESS.2021.3128550
Ma C, Ran X, Xu W, Yan W, Li T, Dai K, Wan J, Lin Y, Tong K (2023) Fine classification method for massive microseismic signals based on short-time Fourier transform and deep learning. Remote Sens 15(2):502. https://doi.org/10.3390/rs15020502
Maher SP, Matoza RS, Jolly A, de Groot-Hedlin C, Gee KL, Fee D, Iezzi AM (2022) Evidence for near-source nonlinear propagation of volcano infrasound from Strombolian explosions at Yasur Volcano. Vanuatu Bull Volcanol 84(4):41. https://doi.org/10.1007/s00445-022-01552-w
Mehboob S, Khan QUZ, Ahmad S, Anwar SM (2022) Health assessment of RC building subjected to ambient excitation: strategy and application. Earthq Struct 22(2):185–201. https://doi.org/10.12989/eas.2022.22.2.185
Pak TU, Jo GR, Han UC (2022) Prediction of characteristic blast-induced vibration frequency during underground excavation by using wavelet transform. Front Struct Civ Eng 16:1–11. https://doi.org/10.1007/s11709-022-0861-x
Pomasoncco-Najarro A, Trujillo-Valerio C, Arauzo-Gallardo L, Raymundo C, Quispe G, Dominguez F (2022) Pre-split blasting design to reduce costs and improve safety in underground mining. Energy Rep 8:1208–1225. https://doi.org/10.1016/j.egyr.2022.07.109
Robustelli U, Pugliano G (2018) GNSS code multipath short-time Fourier transform analysis. Navig J Inst NaviG 65(3):353–362. https://doi.org/10.1002/navi.247
Schimmack M, Mercorelli P (2019) A structural property of the wavelet packet transform method to localise incoherency of a signal. J Franklin Inst 356(16):10123–10137. https://doi.org/10.1016/j.jfranklin.2019.08.023
Shan RL, Song YW, Bai Y, Zhang LZ, Zhou T, Zhang SP (2018) Research on the energy attenuation characteristics of blasting vibration signals based on wavelet packet transformation. J Min Sci Technol 3(2):119–128. https://doi.org/10.13225/j.cnki.Jccs.2015.1526
Shi CL, Li J, Xu X (2021) Full-scale tests on smoke temperature distribution in long-large subway tunnels with longitudinal mechanical ventilation. Tunnell Undergr Space Technol 109:103784. https://doi.org/10.1016/j.tust.2020.103784
Song YW (2019) Study on the effect on shotcrete and mid-rock caused by reconstruction and expansion blasting of Heiyu tunnel. Dissertation, China University of Mining
Tian XX, Song ZP, Wang JB (2019) Study on the propagation law of tunnel blasting vibration in stratum and blasting vibration reduction technology. Soil Dyn Earthq Eng 126:105813. https://doi.org/10.1016/j.soildyn.2019.105813
Tyrtaiou M, Elenas A (2020) Seismic damage potential described by intensity parameters based on Hilbert-Huang transform analysis and fundamental frequency of structures. Earthq Struct 18(4):507–517. https://doi.org/10.12989/eas.2020.18.4.507
Wang X, Li J, Zhao X, Liang Y (2022) Propagation characteristics and prediction of blast-induced vibration on closely spaced rock tunnels. Tunnell Undergr Space Technol 123:104416. https://doi.org/10.1016/j.tust.2022.104416
Wang YD, Du PX, Chen YY, Hua SH, Wang J, Shi C, Liu K (2023) Mixed ventilation approach combined with single-shaft complementary system for highway tunnels. Tunnell Under Space Technol 132:104927. https://doi.org/10.1016/j.tust.2022.104927
Wenbin G, Chen JH, Wang ZX, Wang ZH, Liu JQ, Lu M (2015) Experimental study on the measurement of water bottom vibration induced by underwater drilling blasting. Shock Vib 2015:1–8. https://doi.org/10.1155/2015/496120
Wu J, Wu L, Sun M, Lu YN, Han YH (2022a) Analysis and research on blasting network delay of deep-buried diversion tunnel crossing fault zone based on EP-CEEMDAN-INHT. Geotech Geol Eng 40(3):1363–1372. https://doi.org/10.1007/s10706-021-01968-9
Wu YY, Mu CM, Zong Q, Wu JH, Zhou H (2022b) Study on blasting vibration control of brick-concrete structure under subway tunnel. Appl Sci 12(21):10960. https://doi.org/10.3390/app122110960
Xie LD, Dong ZX, Qi YJ, Qiu RH, He Q (2019) Vibration failure of young low-temperature concrete shaft linings caused by blasting excavation. Adv Civ Eng 2019:1–10. https://doi.org/10.1155/2019/5343618
Xie HP, Zhang K, Zhou CT, Wang JX, Peng Q, Guo J, Zhu JB (2022) Dynamic response of rock mass subjected to blasting disturbance during tunnel shaft excavation: a field study. Geomech Geophys Geo-Energy Geo-Resour 8(2):52. https://doi.org/10.1007/s40948-022-00358-6
Xu C, Deng CF (2016) Investigating spectral behavior of tunnel blast-induced vibration using wavelet analysis: a case study of a dam in China. J Civ Struct Heal Monit 6:637–647. https://doi.org/10.1007/s13349-016-0183-6
Xue W, Yao Z, Cheng H, Rong C (2016) Blasting vibration on deep shaft ingate rock damage and its control measures. J Vibroeng 18(3):1639–1653
Yang LY, Chen SY, Dong PX, Wang QC, Huang C (2020) Orthogonal analysis and numerical simulation of rock mechanics parameters in stress field of shaft heading face. Adv Mater Sci Eng 2020:1–11. https://doi.org/10.1155/2020/3107364
Yao YZ, Zhang SG, Shi L, Cheng XD (2019) Full-scale tests on smoke temperature distribution in long-large subway tunnels with longitudinal mechanical ventilation. Tunn Undergr Space Technol 28(1):77–87. https://doi.org/10.1177/1420326X17734906
Zhang ZQ, Zhang H, Tan YJ, Yang HY (2018) Natural wind utilization in the vertical shaft of a super-long highway tunnel and its energy saving effect. Build Environ 145:140–152. https://doi.org/10.1016/j.buildenv.2018.08.062
Zhang SH, Gao WX, Yan L, Liu JC, Liu LS (2020) The characteristics of blasting vibration frequency bands in jointed rock mass slope. Environ Earth Sci 79:1–17. https://doi.org/10.1007/s12665-020-09267-x
Zhong GS, Xu GY, Xiong ZB (2006) Application research of blasting seismic signal energy analysis method based on wavelet transform. Explos Shock Waves 26(3):222–227
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The Transportation Science and Technology Project of Zhejiang Province is funded by the project (Grant Number 2017041).
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Wang, W., Song, L., You, Q. et al. Research on Energy Characteristics of Shaft Blasting Vibration Based on Wavelet Packet. Geotech Geol Eng 42, 307–319 (2024). https://doi.org/10.1007/s10706-023-02573-8
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DOI: https://doi.org/10.1007/s10706-023-02573-8