2016
DOI: 10.1155/2016/8658290
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Fiber Bragg Grating Sensors-Based In Situ Monitoring and Safety Assessment of Loess Tunnel

Abstract: Compared with electrical strain gauges, fiber Bragg grating (FBG) sensing technology is a relatively novel method for tunnel structural health monitoring, which has a number of advantages including high accuracy, multiplexing, electromagnetic interference resistance, and good repeatability. In order to study the internal force of the tunnel liner and detect the potential safety hazards, series of strain monitoring tests of a loess tunnel, taking into account the complex stress and strain variation of the loess… Show more

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Cited by 104 publications
(55 citation statements)
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“…The nonparametric approach includes artificial neural networks (ANNS) [13][14][15][16][17], k-nearest neighbor (KNN) [18][19][20][21][22], support vector regression (SVR) [23,24], and the Bayesian model [25,26]. The hybrid approach mainly combines the parametric approach with the nonparametric approach [27][28][29][30][31][32][33][34][35]. Vlahogianni et al [36] summarized existing traffic flow prediction algorithms, and readers interested in details of the models that apply to the field of traffic prediction could refer to their review paper as a reference.…”
Section: Introductionmentioning
confidence: 99%
“…The nonparametric approach includes artificial neural networks (ANNS) [13][14][15][16][17], k-nearest neighbor (KNN) [18][19][20][21][22], support vector regression (SVR) [23,24], and the Bayesian model [25,26]. The hybrid approach mainly combines the parametric approach with the nonparametric approach [27][28][29][30][31][32][33][34][35]. Vlahogianni et al [36] summarized existing traffic flow prediction algorithms, and readers interested in details of the models that apply to the field of traffic prediction could refer to their review paper as a reference.…”
Section: Introductionmentioning
confidence: 99%
“…Chinese tunnel boom shows no sign of abating. So far, the total length of tunnels (Railways and highways) has been about 30,000 km and 29,600 km, a mounting number of tunnels have been built in complex geological conditions (Lai et al 2016a(Lai et al , 2016b(Lai et al , 2016cQiu et al 2017;Li et al 2018aLi et al , 2018bYan et al 2018;Yu et al 2019). The methane explosion accidents of tunnel construction in coal strata often cause great losses to people's lives and property.…”
Section: Introductionmentioning
confidence: 99%
“…Xuan et al [25] evaluated the uncon ned compressive strength, static elastic modulus, and indirect tensile strength of cement-treated C&D waste aggregates and concluded that this material has positive mechanical properties when used as a road base layer. Parallel to this, other authors have focused on assessing the feasibility of using C&D waste aggregates as subbase and base layers for asphalt concrete [26][27][28][29][30][31].…”
Section: Introductionmentioning
confidence: 99%