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Erschienen in: Rock Mechanics and Rock Engineering 5/2014

01.09.2014 | Original Paper

Time-Varying Multifractal Characteristics and Formation Mechanism of Loaded Coal Electromagnetic Radiation

verfasst von: Shaobin Hu, Enyuan Wang, Zhonghui Li, Rongxi Shen, Jie Liu

Erschienen in: Rock Mechanics and Rock Engineering | Ausgabe 5/2014

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Abstract

Dynamic collapses of deeply mined coal rocks are severe threats to miners. To predict the collapses more accurately using electromagnetic radiation (EMR), we investigate the time-varying multifractal characteristics and formation mechanism of EMR induced by underground coal mining. A series of uniaxial compression and multi-stage loading experiments with coal samples of different mechanical properties were carried out. The EMR signals during their damage evolution were monitored in real-time; the inherent law of EMR time series was analyzed by fractal theory. The results show that the time-varying multifractal characteristics of EMR are determined by damage evolutions process, the dissipated energy caused by damage evolutions such as crack propagation, fractal sliding and shearing can be regard as the fingerprint of various EMR micro-mechanics. Based on the Irreversible thermodynamics and damage mechanics, we introduced the damage internal variable, constructed the dissipative potential function and established the coupled model of the EMR and the dissipative energy, which revealed the nature of dynamic nonlinear characteristics of EMR. Dynamic multifractal spectrum is the objective response of EMR signals, thus it can be used to evaluate the coal deformation and fracture process.

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Literatur
Zurück zum Zitat Bahat D, Rabinovitch A, Frid V (2005) Tensile fracturing in rocks: tectonofractographic and electromagnetic radiation methods. Springer Verlag, Berlin, p 570 Bahat D, Rabinovitch A, Frid V (2005) Tensile fracturing in rocks: tectonofractographic and electromagnetic radiation methods. Springer Verlag, Berlin, p 570
Zurück zum Zitat Cress GO, Brady BT, Rowell GA (1987) Sources of electromagnetic radiation from fracture of rock samples in laboratory. Geophys Res Lett 14(4):331–334CrossRef Cress GO, Brady BT, Rowell GA (1987) Sources of electromagnetic radiation from fracture of rock samples in laboratory. Geophys Res Lett 14(4):331–334CrossRef
Zurück zum Zitat Eftaxias K, Kapiris P, Polygiannakis J, Kopanas J, Antonopoulos G, Rigas D (2003) Experience of short term earthquake precursors with VLF-VHF electromagnetic emissions. NAT Hazards Earth Sys Sci 3:228–271CrossRef Eftaxias K, Kapiris P, Polygiannakis J, Kopanas J, Antonopoulos G, Rigas D (2003) Experience of short term earthquake precursors with VLF-VHF electromagnetic emissions. NAT Hazards Earth Sys Sci 3:228–271CrossRef
Zurück zum Zitat Eftaxias K, Panin VE, Deryugin YY (2007) Evolution-EM signals before earthquakes in terms of mesomechanics and complexity. Tectonophysics 431:273–300CrossRef Eftaxias K, Panin VE, Deryugin YY (2007) Evolution-EM signals before earthquakes in terms of mesomechanics and complexity. Tectonophysics 431:273–300CrossRef
Zurück zum Zitat Enomoto Y, Hashimoto H (1990) Emission of charged particles from indentation fracture of rocks. Nature 346:641–643CrossRef Enomoto Y, Hashimoto H (1990) Emission of charged particles from indentation fracture of rocks. Nature 346:641–643CrossRef
Zurück zum Zitat Fengnian J, Meirong J, Xiaoling G (2004) Defining damage variable based on energy dissipation. Chin J Rock Mech Eng 23(12):1976–1980 Fengnian J, Meirong J, Xiaoling G (2004) Defining damage variable based on energy dissipation. Chin J Rock Mech Eng 23(12):1976–1980
Zurück zum Zitat Freund F, Takeuchi A, Lau BWS, Post R, Keefner J, Mellon J, Al-Manaseer A (2004) Stress-induced changes in the electrical conductivity of igneous rocks and the generation of ground currents. Terr Atmos Ocean Sci 15:437–469 Freund F, Takeuchi A, Lau BWS, Post R, Keefner J, Mellon J, Al-Manaseer A (2004) Stress-induced changes in the electrical conductivity of igneous rocks and the generation of ground currents. Terr Atmos Ocean Sci 15:437–469
Zurück zum Zitat Frid V, Vozoff TK (2005) Electromagnetic radiation induced by mining rock failure. Int J Coal Geol 64:57–65CrossRef Frid V, Vozoff TK (2005) Electromagnetic radiation induced by mining rock failure. Int J Coal Geol 64:57–65CrossRef
Zurück zum Zitat Fukui K, Okubo S, Terashima T (2005) Electromagnetic radiation from rock during uniaxial compression testing: the effects of rock characteristic and test conditions. Rock Mech Rock Eng 38(5):411–423CrossRef Fukui K, Okubo S, Terashima T (2005) Electromagnetic radiation from rock during uniaxial compression testing: the effects of rock characteristic and test conditions. Rock Mech Rock Eng 38(5):411–423CrossRef
Zurück zum Zitat Ghomshei MM, Templeton TL (1989) Piezoelectric and a-axes fabric along a quartz vein. Phys Earth Planet Inter 55:374–386CrossRef Ghomshei MM, Templeton TL (1989) Piezoelectric and a-axes fabric along a quartz vein. Phys Earth Planet Inter 55:374–386CrossRef
Zurück zum Zitat Gokhberg MB, Morgounov VA, Yoshino T, Tomizawa I (1982) Experimental measurement of electromagnetic emissions possibly related to earthquakes in Japan. J Geophys Res 87(B9):7824–7828CrossRef Gokhberg MB, Morgounov VA, Yoshino T, Tomizawa I (1982) Experimental measurement of electromagnetic emissions possibly related to earthquakes in Japan. J Geophys Res 87(B9):7824–7828CrossRef
Zurück zum Zitat Gotoh K, Hayakawa M, Smirnova NA, Hattori A (2004) Fractal analysis of seismogenic ULF emissions. Phys Chem Earth 29:419–424CrossRef Gotoh K, Hayakawa M, Smirnova NA, Hattori A (2004) Fractal analysis of seismogenic ULF emissions. Phys Chem Earth 29:419–424CrossRef
Zurück zum Zitat Hadjicontis VE (2003) Evolving towards a critical point: a possible electromagnetic way in which the critical regime is reached as the rupture approaches. Nonlinear Process Geophys 10:511–524CrossRef Hadjicontis VE (2003) Evolving towards a critical point: a possible electromagnetic way in which the critical regime is reached as the rupture approaches. Nonlinear Process Geophys 10:511–524CrossRef
Zurück zum Zitat Hayakawa M, Itoh T, Smirnova N (1999) Fractal analysis of geomagnetic ULF data associated with the Guam earthquake on August 8, 1993. Geophys Res Lett 26:2797–2800CrossRef Hayakawa M, Itoh T, Smirnova N (1999) Fractal analysis of geomagnetic ULF data associated with the Guam earthquake on August 8, 1993. Geophys Res Lett 26:2797–2800CrossRef
Zurück zum Zitat Hayakawa M, Hattori K, Nickolaenko AP, Rabinowicz LM (2004) Relation between the energy of earthquake swarm and the Hurst exponent of random variations of the geomagnetic fields. Phys Chem Earth 29:279–378 Hayakawa M, Hattori K, Nickolaenko AP, Rabinowicz LM (2004) Relation between the energy of earthquake swarm and the Hurst exponent of random variations of the geomagnetic fields. Phys Chem Earth 29:279–378
Zurück zum Zitat He X, Nie B, Chen W, Wang E, Dou L, Wang Y, Liu M, Hani M (2012) Research progress on electromagnetic radiation in gas-containing coal and rock fracture and its applications. Saf Sci 50:728–735CrossRef He X, Nie B, Chen W, Wang E, Dou L, Wang Y, Liu M, Hani M (2012) Research progress on electromagnetic radiation in gas-containing coal and rock fracture and its applications. Saf Sci 50:728–735CrossRef
Zurück zum Zitat Huang Q (2002) One possible generation mechanism of co-seismic electric signals. Proc Jpn Acad 78:173–178CrossRef Huang Q (2002) One possible generation mechanism of co-seismic electric signals. Proc Jpn Acad 78:173–178CrossRef
Zurück zum Zitat Kapiris PG, Eftaxias KA, Chelidze TL (2004a) Electromagnetic signature of prefracture criticality in heterogeneous media. Phys Rev Lett 92:(065702-1–4) Kapiris PG, Eftaxias KA, Chelidze TL (2004a) Electromagnetic signature of prefracture criticality in heterogeneous media. Phys Rev Lett 92:(065702-1–4)
Zurück zum Zitat Kapiris PG, Balasis GT, Kopanas JA, Antonopoulos GN, Peratzakis AS, Eftaxias KA (2004b) Scaling similarities of multiple fracturing of solid materials. Nonlinear Process Geophys 11:137–151CrossRef Kapiris PG, Balasis GT, Kopanas JA, Antonopoulos GN, Peratzakis AS, Eftaxias KA (2004b) Scaling similarities of multiple fracturing of solid materials. Nonlinear Process Geophys 11:137–151CrossRef
Zurück zum Zitat Kawada Y, Nagahama H, Hara H (2006) Irreversible thermodynamic and viscoelastic model for power-law relaxation and attenuation of rocks. Tectonophysics 427:255–263CrossRef Kawada Y, Nagahama H, Hara H (2006) Irreversible thermodynamic and viscoelastic model for power-law relaxation and attenuation of rocks. Tectonophysics 427:255–263CrossRef
Zurück zum Zitat Kawada Y, Nagahama H, Nakamura N (2007) Time-scale invariances in preseismic electromagnetic radiation, magnetization and damage evolution of rocks. Nat Hazards Earth Syst Sci 7:599–606CrossRef Kawada Y, Nagahama H, Nakamura N (2007) Time-scale invariances in preseismic electromagnetic radiation, magnetization and damage evolution of rocks. Nat Hazards Earth Syst Sci 7:599–606CrossRef
Zurück zum Zitat Lacidogna G, Carpinteri A, Manuello A, Durin G, Schiavi A, Niccolini G, Agosto A (2011) Acoustic and electromagnetic emissions as precursor phenomena in failure processes. Strain 47:144–152CrossRef Lacidogna G, Carpinteri A, Manuello A, Durin G, Schiavi A, Niccolini G, Agosto A (2011) Acoustic and electromagnetic emissions as precursor phenomena in failure processes. Strain 47:144–152CrossRef
Zurück zum Zitat Lyakhovsky V, Podladchikov Y, Poliakov A (1993) A rheologicalmodel of a fractured solid. Tectonophysics 226:187–198CrossRef Lyakhovsky V, Podladchikov Y, Poliakov A (1993) A rheologicalmodel of a fractured solid. Tectonophysics 226:187–198CrossRef
Zurück zum Zitat Mandelbrot BB (1982) The Fractal Geometry of Nature. W. H Freemann and Company, San Francisco Mandelbrot BB (1982) The Fractal Geometry of Nature. W. H Freemann and Company, San Francisco
Zurück zum Zitat Martelli G, Smith PN, Woodward AJ (1989) Light, radio frequency emission and ionization effects associated with rock fracture. Geophys J Int 98:397–401CrossRef Martelli G, Smith PN, Woodward AJ (1989) Light, radio frequency emission and ionization effects associated with rock fracture. Geophys J Int 98:397–401CrossRef
Zurück zum Zitat Masugi M, Takuma T (2007) Multi-fractal analysis of IP-network traffic for assessing time variations in scaling properties. Physica D 225:119–126CrossRef Masugi M, Takuma T (2007) Multi-fractal analysis of IP-network traffic for assessing time variations in scaling properties. Physica D 225:119–126CrossRef
Zurück zum Zitat Minadakis G, Stylianos M, Constantinos N, Potirakis, Eftaxias K (2012) Linking electromagnetic precursors with earthquake dynamics: An approach based on nonextensive fragment and self-affine asperity models. Physica A 391:2232–2244CrossRef Minadakis G, Stylianos M, Constantinos N, Potirakis, Eftaxias K (2012) Linking electromagnetic precursors with earthquake dynamics: An approach based on nonextensive fragment and self-affine asperity models. Physica A 391:2232–2244CrossRef
Zurück zum Zitat Miura T, Nakayama K (2001) Two-dimensional spatial distribution of electric-discharge plasma around a frictional interface between dielectric surfaces. Appl Phys Lett 78:2979–2981CrossRef Miura T, Nakayama K (2001) Two-dimensional spatial distribution of electric-discharge plasma around a frictional interface between dielectric surfaces. Appl Phys Lett 78:2979–2981CrossRef
Zurück zum Zitat Morgounov VA, Malzev SA (2007) A multiple fracture model of pre-seismic electromagnetic phenomena. Tectonophysics 431:61–72CrossRef Morgounov VA, Malzev SA (2007) A multiple fracture model of pre-seismic electromagnetic phenomena. Tectonophysics 431:61–72CrossRef
Zurück zum Zitat Muto J, Nagahama H, Miura T, Arakawa I (2006a) Frictional discharge plasma from natural semiconductor/insulator junctions: origin of seismo-electromagnetic radiation. Phys Chem Earth 31:346–351CrossRef Muto J, Nagahama H, Miura T, Arakawa I (2006a) Frictional discharge plasma from natural semiconductor/insulator junctions: origin of seismo-electromagnetic radiation. Phys Chem Earth 31:346–351CrossRef
Zurück zum Zitat Muto J, Nagahama H, Miura T, Arakawa I (2006b) Frictional discharge from sheared asperities: implication for fractal seismoelectromagnetic radiation. Trans IEE Jpn 126:242–243 Muto J, Nagahama H, Miura T, Arakawa I (2006b) Frictional discharge from sheared asperities: implication for fractal seismoelectromagnetic radiation. Trans IEE Jpn 126:242–243
Zurück zum Zitat Muto J, Nagahama H, Miura T, Arakawa I (2007) Frictional discharge an fault asperities: origin of fractal seismo-electromagnetic radiation. Tectonophysics 431:113–122CrossRef Muto J, Nagahama H, Miura T, Arakawa I (2007) Frictional discharge an fault asperities: origin of fractal seismo-electromagnetic radiation. Tectonophysics 431:113–122CrossRef
Zurück zum Zitat Nagahama H, Teisseyre R (1998) Thermodynamics of line defects and transient electric current: electromagnetic field generation in earthquake preparation zone. Acta Geophys Pol 46:35–54 Nagahama H, Teisseyre R (1998) Thermodynamics of line defects and transient electric current: electromagnetic field generation in earthquake preparation zone. Acta Geophys Pol 46:35–54
Zurück zum Zitat Nan L, Enyuan W, Enlai Z, Yankun M, Fule X, Weihua Q (2010) Experiment on acoustic emission of rock damage and fracture under cyclic loading and multi-stage loading. J China Soc 35(7):1100z–1103z Nan L, Enyuan W, Enlai Z, Yankun M, Fule X, Weihua Q (2010) Experiment on acoustic emission of rock damage and fracture under cyclic loading and multi-stage loading. J China Soc 35(7):1100z–1103z
Zurück zum Zitat Nanjo K, Nagahama H (2004a) Fractal properties of spatial distributions of aftershocks and active faults. Chaos Solitons Fractals 19:387–397CrossRef Nanjo K, Nagahama H (2004a) Fractal properties of spatial distributions of aftershocks and active faults. Chaos Solitons Fractals 19:387–397CrossRef
Zurück zum Zitat Nanjo K, Nagahama H (2004b) Discussions on fractals, aftershocks, and active faults: diffusion and seismo-electromagnetism. Arab J Sci Eng 29:147–167 Nanjo K, Nagahama H (2004b) Discussions on fractals, aftershocks, and active faults: diffusion and seismo-electromagnetism. Arab J Sci Eng 29:147–167
Zurück zum Zitat Nitsan V (1977) Electromagnetic emission accompanying fracture of quartz bearing rocks. Geophys Res Lett 4(8):333–335CrossRef Nitsan V (1977) Electromagnetic emission accompanying fracture of quartz bearing rocks. Geophys Res Lett 4(8):333–335CrossRef
Zurück zum Zitat Ogawa T, Oike K, Miura T (1985) Electromagnetic radiations from rocks. J Geophys Res 90(d4):6245–6249CrossRef Ogawa T, Oike K, Miura T (1985) Electromagnetic radiations from rocks. J Geophys Res 90(d4):6245–6249CrossRef
Zurück zum Zitat O’Keefe SG, Thiel DV, Davey N (2000) Fracture induced electromagnetic emissions in the mining industry. Int J Appl Electromagn 12:203–209 O’Keefe SG, Thiel DV, Davey N (2000) Fracture induced electromagnetic emissions in the mining industry. Int J Appl Electromagn 12:203–209
Zurück zum Zitat Peng R, Xie H, Ju Y (2007) Analysis of energy dissipation and damage evolution of sandstone during tensile process. Chin J Rock Mech Eng 26(12):2527–2531 Peng R, Xie H, Ju Y (2007) Analysis of energy dissipation and damage evolution of sandstone during tensile process. Chin J Rock Mech Eng 26(12):2527–2531
Zurück zum Zitat Potirakis SM, Minadakis G, Eftaxias K (2012) Analysis of electromagnetic pre-seismic emissions using Fisher information and Tsallis entropy. Phys A 391:300–306CrossRef Potirakis SM, Minadakis G, Eftaxias K (2012) Analysis of electromagnetic pre-seismic emissions using Fisher information and Tsallis entropy. Phys A 391:300–306CrossRef
Zurück zum Zitat Rabinovitch A, Frid V, Bahat D (2001) Gutenberg–Richter-type relation for laboratory fracture-induced electromagnetic radiation. Phys Rev E 65:(011401-1–4) Rabinovitch A, Frid V, Bahat D (2001) Gutenberg–Richter-type relation for laboratory fracture-induced electromagnetic radiation. Phys Rev E 65:(011401-1–4)
Zurück zum Zitat Rabinovitch A, Shay A, Liraz R, Frid V, Bahat D (2005) Electromagnetic radiation emitted during friction process. Int J Fract 131:L21–L27CrossRef Rabinovitch A, Shay A, Liraz R, Frid V, Bahat D (2005) Electromagnetic radiation emitted during friction process. Int J Fract 131:L21–L27CrossRef
Zurück zum Zitat Rabinovitch A, Frid V, Bahat D (2007) Surface oscillations—a possible source of fracture induced electromagnetic radiation. Tectonophysics 431:15–21CrossRef Rabinovitch A, Frid V, Bahat D (2007) Surface oscillations—a possible source of fracture induced electromagnetic radiation. Tectonophysics 431:15–21CrossRef
Zurück zum Zitat Song D, Wang E, Liu J (2012) Relationship between EMR and dissipated energy of coal rock mass during cyclic loading process. Saf Sci 50(4):751–760CrossRef Song D, Wang E, Liu J (2012) Relationship between EMR and dissipated energy of coal rock mass during cyclic loading process. Saf Sci 50(4):751–760CrossRef
Zurück zum Zitat Swoboda G, Yang Q (1997) Damage propagation model and its application to rock engineering problems. In: Proceedings of the seventh international congress on rock mechanics, Tokyo, pp 159–163 Swoboda G, Yang Q (1997) Damage propagation model and its application to rock engineering problems. In: Proceedings of the seventh international congress on rock mechanics, Tokyo, pp 159–163
Zurück zum Zitat Takeuchi A, Nagahama H (2006) Electric dipoles perpendicular to a stick–slip plane. Phys Earth Planet Inter 155:208–218CrossRef Takeuchi A, Nagahama H (2006) Electric dipoles perpendicular to a stick–slip plane. Phys Earth Planet Inter 155:208–218CrossRef
Zurück zum Zitat Triantis D, Stavrakas I, Anastasiadis C, Kyriazopoulos A, Vallianatos F (2006) An analysis of pressure stimulated currents (PSC), in marble samples under mechanicsl stress. Phys Chem Earth 31:234–239CrossRef Triantis D, Stavrakas I, Anastasiadis C, Kyriazopoulos A, Vallianatos F (2006) An analysis of pressure stimulated currents (PSC), in marble samples under mechanicsl stress. Phys Chem Earth 31:234–239CrossRef
Zurück zum Zitat Tsutsum A, Shirai N (2008) Electromagnetic signals associated with stick–slip of quartz-free rocks. Tectonophysics 450:79–84CrossRef Tsutsum A, Shirai N (2008) Electromagnetic signals associated with stick–slip of quartz-free rocks. Tectonophysics 450:79–84CrossRef
Zurück zum Zitat Tzanis A, Vallianatos F, Gruszow S (2000) Identification and discriminationof transient electrical earthquake precursors: fact, fiction and some possibilities. Phys Earth Planet Inter 121:223–248CrossRef Tzanis A, Vallianatos F, Gruszow S (2000) Identification and discriminationof transient electrical earthquake precursors: fact, fiction and some possibilities. Phys Earth Planet Inter 121:223–248CrossRef
Zurück zum Zitat Valanis KC (1995) The physical metric in thermodynamics. Acta Mech 113:169–184CrossRef Valanis KC (1995) The physical metric in thermodynamics. Acta Mech 113:169–184CrossRef
Zurück zum Zitat Vallianatos F, Triantis D, Tzanis A, Anastasiadis C, Stacrakas I (2004) Electric earthquake precursors: from laboratory results to field observations. Phys Chem Earth 29:339–351CrossRef Vallianatos F, Triantis D, Tzanis A, Anastasiadis C, Stacrakas I (2004) Electric earthquake precursors: from laboratory results to field observations. Phys Chem Earth 29:339–351CrossRef
Zurück zum Zitat Wang Y, Zhu YS (2001) A short-time multifractal approach for arrhythmia detection based on fuzzy neural network. IEEE Trans Biomed Eng 48(9):989–995CrossRef Wang Y, Zhu YS (2001) A short-time multifractal approach for arrhythmia detection based on fuzzy neural network. IEEE Trans Biomed Eng 48(9):989–995CrossRef
Zurück zum Zitat Wang E, He X, Liu X (2012) Comprehensive monitoring technique based on electromagnetic radiation and its applications to mine pressure. Saf Sci 50(4):885–893CrossRef Wang E, He X, Liu X (2012) Comprehensive monitoring technique based on electromagnetic radiation and its applications to mine pressure. Saf Sci 50(4):885–893CrossRef
Zurück zum Zitat Warwick JW, Stoker C, Meyer TR (1982) Radio emission associated with rock fracture: possible application to the great Chilean earthquake of May22, 1960. J Geophys Res 87(B4):2851–2859CrossRef Warwick JW, Stoker C, Meyer TR (1982) Radio emission associated with rock fracture: possible application to the great Chilean earthquake of May22, 1960. J Geophys Res 87(B4):2851–2859CrossRef
Zurück zum Zitat Wei J, He X, Wang E, Liu Z (2005) Electromagnetic emission multi-fractal characteristic of coal and gas outburst. J Liaoning Tech University 24(1):1–4CrossRef Wei J, He X, Wang E, Liu Z (2005) Electromagnetic emission multi-fractal characteristic of coal and gas outburst. J Liaoning Tech University 24(1):1–4CrossRef
Zurück zum Zitat Xiong G, Zhang S, Liu Q (2012) The time-singularity multifractal spectrum distribution. Phys A 391:4727–4739CrossRef Xiong G, Zhang S, Liu Q (2012) The time-singularity multifractal spectrum distribution. Phys A 391:4727–4739CrossRef
Zurück zum Zitat Yao J, Yan Y, Shui G, Yao J, Li S (2010) Study of fractal characteristics of electromagnetic emission during coal and rock mass fracture. Chin J Rock Mech Eng 29(2):4103–4107 Yao J, Yan Y, Shui G, Yao J, Li S (2010) Study of fractal characteristics of electromagnetic emission during coal and rock mass fracture. Chin J Rock Mech Eng 29(2):4103–4107
Metadaten
Titel
Time-Varying Multifractal Characteristics and Formation Mechanism of Loaded Coal Electromagnetic Radiation
verfasst von
Shaobin Hu
Enyuan Wang
Zhonghui Li
Rongxi Shen
Jie Liu
Publikationsdatum
01.09.2014
Verlag
Springer Vienna
Erschienen in
Rock Mechanics and Rock Engineering / Ausgabe 5/2014
Print ISSN: 0723-2632
Elektronische ISSN: 1434-453X
DOI
https://doi.org/10.1007/s00603-013-0501-9

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