Abstract
Understanding the hydraulic fracture (HF) re-orientation mechanism from artificial weaknesses is critical to screen-out prevention in the petroleum industry and caveability management in the mining industry. An improved discrete element method is proposed and incorporated in the Universal Distinct Element Code (UDEC) to simulate hydraulic fracturing in heterogeneous rocks, and its reliability is validated against previous laboratory experiments. The effects of rock heterogeneity and rock strength on HF re-orientation are unveiled to fill the research gaps in the existing knowledge. The results show that the proposed UDEC T-W (Trigon-Weibull distribution) model can well simulate HF propagation in rock samples of different homogeneity degrees and yields more realistic simulation results compared with the classic extended finite element method (XFEM). The HF re-orientation process depends on the combined effect of all the influencing factors. HFs tend to be directed by perforations if hydraulic fracturing is performed in relatively heterogeneous rocks, while the differential stress is more likely to dictate the HF propagation paths if rocks become relatively homogeneous. We also find that higher rock strength weakens the impact of the differential stress and favours the control of perforations over HF propagation. Finally, recommendations are provided for effective utilization of hydraulic fracturing at the mine site.
Similar content being viewed by others
Abbreviations
- BEM:
-
Boundary element method
- DDM:
-
Displacement discontinuity method
- DEM:
-
Discrete element method
- FEM:
-
Finite element method
- HF:
-
Hydraulic fracture
- NF:
-
Natural fracture
- PFC:
-
Particle Flow Code
- RFPA:
-
Realistic failure process analysis
- UDEC:
-
Universal Distinct Element Code
- XFEM:
-
Extended finite element method
- A :
-
Joint aperture, m
- a max :
-
The maximum allowable joint hydraulic aperture, m
- a res :
-
Minimum allowable joint hydraulic aperture, m
- a zero :
-
The joint hydraulic aperture at zero normal stress, m
- c :
-
Cohesion, MPa
- k s :
-
Shear stiffness, GPa·m
- k n :
-
Normal stiffness, GPa·m
- l :
-
Joint length, m
- m :
-
The homogeneity index in the Weibull distribution
- P(u):
-
The probability density function for a given u value in the Weibull distribution
- Q :
-
The flow rate, m3/s
- μ :
-
Fluid dynamic viscosity, Pa·s
- u 0 :
-
The mean value of a given material property
- Δp :
-
The pressure difference between two adjacent domains, MPa
- σ v :
-
The vertical in-situ stress, MPa
- σ hmax :
-
The maximum horizontal in-situ stress, MPa
- σ hmin :
-
The minimum horizontal in-situ stress, MPa
- σ d :
-
The differential stress, MPa
- σ 1 :
-
The maximum principal stress, MPa
- σ 3 :
-
The minimum principal stress, MPa
- σ T cont :
-
Contact tensile strength, MPa
- c cont :
-
Contact cohesion, MPa
- ϕ cont :
-
The contact friction angle, °
- ϕ :
-
The internal friction angle, °
References
Abass H, Hedayati S, Meadows D (1996) Nonplanar fracture propagation from a horizontal wellbore: experimental study. SPE Prod Facil 11:133–137
Abass HH, Meadows DL, Brumley JL, Hedayati S, Venditto JJ (1994) Oriented perforations-a rock mechanics view. Society of Petroleum Engineers, New Orleans, Louisiana, SPE annual technical conference and exhibition
Behrmann LA, Elbel JL (1991) Effect of perforations on fracture initiation. J Petrol Technol 43:608–615
Bunger AP, Jeffrey RG, Kear J, Zhang X (2011) Experimental Investigation of the Interaction among closely spaced hydraulic fractures, 45th US rock mechanics/geomechanics symposium. CA, USA, San Francisco
Catalan AG, Dunstan M, Morgan S, Green Jorquera M (2012) How can an intensive preconditioning concept be implemented at mass mining method? Application to cadia east panel caving project, 46th US rock mechanics/geomechanics symposium. American rock mechanics association
Chen M, Jiang H, Zhang GQ, Jin Y (2010) The experimental investigation of fracture propagation behavior and fracture geometry in hydraulic fracturing through oriented perforations. Pet Sci Technol 28:1297–1306
Chen S, Yue ZQ, Tham LG (2004) Digital image-based numerical modeling method for prediction of inhomogeneous rock failure. Int J Rock Mech Min Sci 41:939–957
Chen W, Konietzky H, Tan X, Frühwirt T (2016) Pre-failure damage analysis for brittle rocks under triaxial compression. Comput Geotech 74:45–55
Chen W, Konietzky H, Liu C, Tan X (2018) Hydraulic fracturing simulation for heterogeneous granite by discrete element method. Comput Geotech 95:1–15
Choi SO (2003) Numerical study on the estimation of the shut-in pressure in hydraulic fracturing test. Geosystem Engineering 6:55–62
Choi SO (2012) Interpretation of shut-in pressure in hydrofracturing pressure-time records using numerical modeling. Int J Rock Mech Min Sci 50:29–37
Daneshy AA (1973) Experimental investigation of hydraulic fracturing through perforations. J Petrol Technol 25:1201–1206
Deng J-H, Huang X-C, Li Y-J (2010) Experimental research on the mechanical properties of gypsum breccia with different water content. J Shang Jiaot Univ 15:250–256
Deng JQ, Lin C, Yang Q, Liu YR, Tao ZF, Duan HF (2016) Investigation of directional hydraulic fracturing based on true tri-axial experiment and finite element modeling. Comput Geotech 75:28–47
Dunlop EC, Salmachi A, McCabe PJ (2020) Investigation of increasing hydraulic fracture conductivity within producing ultra-deep coal seams using time-lapse rate transient analysis: a long-term pilot experiment in the Cooper Basin, Australia. Int J Coal Geol 220(2020):103363
Eberhardt E, Stimpson B, Stead D (1999) The influence of mineralogy on the initiation of microfractures in granite, 9th ISRM Congress. Int Soc Rock Mech 1007–1010
Fish J, Belytschko T (2007) A first course in finite elements. John Wiley and Sons
Fisher MK, Heinze JR, Harris CD, Davidson BM, Wright CA, Dunn KP (2004) Optimizing horizontal completion techniques in the barnett shale using microseismic fracture mapping, SPE annual technical conference and exhibition. Society of petroleum engineers, Houston, Texas, USA
Gao FQ, Stead D (2014) The application of a modified Voronoi logic to brittle fracture modelling at the laboratory and field scale. Int J Rock Mech Min Sci 68:1–14
He Q, Suorineni FTJO (2015) Modeling interaction between natural fractures and hydraulic fractures in block cave mining, 49th us rock mechanics/geomechanics symposium. CA, USA, San Francisco
He Q, Suorineni FT, Ma T, Oh J (2016a) Modelling directional hydraulic fractures in heterogeneous rock masses, seventh international conference and exhibition on mass mining, Sydney, NSW, Australia
He Q, Suorineni FT, Oh J (2016) Review of hydraulic fracturing for preconditioning in cave mining. Rock Mech Rock Eng 49:4893–4910
He Q, Suorineni FT, Ma T, Oh J (2017) Effect of discontinuity stress shadows on hydraulic fracture re-orientation. Int J Rock Mech Min Sci 91:179–194
He Q, Suorineni FT, Oh J (2017) Strategies for creating prescribed hydraulic fractures in cave mining. Rock Mech Rock Eng 50:967–993
He Q, Suorineni FT, Ma T, Oh J (2018a) Parametric study and dimensional analysis on prescribed hydraulic fractures in cave mining. Tunn Undergr Space Technol 78:47–63
He Q, Xu J, Oh J, Zhang C (2018b) Application of dimensional analysis to project laboratory scale numerical modelling prescribed hydraulic fracturing results to field scales. Energies 11(7):1689
Hossain MM, Rahman MK, Rahman SS (2000) Hydraulic fracture initiation and propagation: roles of wellbore trajectory, perforation and stress regimes. J Petrol Sci Eng 27:129–149
Huang L, Liu J, Zhang F, Dontsov E, Damjanac B (2019) Exploring the influence of rock inherent heterogeneity and grain size on hydraulic fracturing using discrete element modeling. Int J Solids Struct 176–177(2019):207–220
Hubbert MK, Willis DG (1957) Mechanics of hydraulic fracturing. Transactions Soc Petrol Eng AIME 210:153–168
Jeffrey R, Mills K (2000) Hydraulic fracturing applied to inducing longwall coal mine goaf falls, 4th North American rock mechanics symposium. American rock mechanics association
Jeffrey RG, Chen ZR, Zhang X, Bunger AP, Mills KW (2015) Measurement and analysis of full-scale hydraulic fracture initiation and reorientation. Rock Mech Rock Eng 48:2497–2512
Karacan E, Yilmaz I (2000) Geotechnical evaluation of miocene gypsum from sivas (Turkey). Geotech Geol Eng 18:79–90
Kazerani T, Zhao J (2010) Micromechanical parameters in bonded particle method for modelling of brittle material failure. Int J Numer Anal Meth Geomech 34:1877–1895
Labuz JF, Zang A (2012) Mohr-Coulomb Failure Criterion. Rock Mech Rock Eng 45:975–979
Lan H, Martin CD, Hu B (2010) Effect of heterogeneity of brittle rock on micromechanical extensile behavior during compression loading. J Geophys Res 115:B01202
Lecampion B, Detournay E (2007) An implicit algorithm for the propagation of a hydraulic fracture with a fluid lag. Comput Methods Appl Mech Eng 196:4863–4880
Lekontsev YM, Sazhin PV (2014) Directional hydraulic fracturing in difficult caving roof control and coal degassing. J Min Sci 50:914–917
Lemos JV, Lorig LJ (1990) Hydromechanical modelling of jointed rock masses using the distinct element method. International conference on mechanics of jointed and faulted rock, Vienna 605–612
Liu HY, Roquete M, Kou SQ, Lindqvist PA (2004) Characterization of rock heterogeneity and numerical verification. Eng Geol 72:89–119
Moes N, Dolbow J, Belytschko T (1999) A finite element method for crack growth without remeshing. Int J Numer Meth Eng 46:131–150
Nasehi MJ, Mortazavi A (2013) Effects of in-situ stress regime and intact rock strength parameters on the hydraulic fracturing. J Petrol Sci Eng 108:211–221
Preisig G, Eberhardt E, Gischig V, Roche V, VanDB M, Valley B, Kaiser PK, Duff D, Lowther R (2015) Development of connected permeability in massive crystalline rocks through hydraulic fracture propagation and shearing accompanying fluid injection. Geofluids 15:321–337
Renshaw CE, Pollard DD (1995) An experimentally verified criterion for propagation across unbounded interfaces in brittle linear elastic materials. Int J Rock Mech Min Sci 32:237–249
Roussel NP, Sharma MM (2011) Strategies to minimize frac spacing and stimulate natural fractures in horizontal completions, the SPE annual technical conference and exhibition. Society of Petroleum Engineers, Denver, Colorado, USA
Sepehri J (2014) Application of extended finite element method (XFEM) to simulate hydraulic fracture propagation from oriented perforations. Texas Tech University, Petroleum Engineering
Shimizu H, SumihikoMurata T (2011) The distinct element analysis for hydraulic fracturing in hard rock considering fluid viscosity and particle size distribution. Int J Rock Mech Min Sci 48:712–727
Stavrou A, Murphy W (2018) Quantifying the effects of scale and heterogeneity on the confined strength of micro-defected rocks. Int J Rock Mech Min Sci 102:131–143
Taghichian A, Zaman M, Devegowda D (2014) Stress shadow size and aperture of hydraulic fractures in unconventional shales. J Petrol Sci Eng 124:209–221
Tang CA, Tham LG, Lee PKK, Yang TH, Li LC (2002) Coupled analysis of flow, stress and damage (FSD) in rock failure. Int J Rock Mech Min Sci 39:477–489
Van As A, Jeffrey R (2000) Caving induced by hydraulic fracturing at Northparkes mines, 4th north American rock mechanics symposium. American rock mechanics association
van de Ketterij RG, de Pater CJ (1997) Experimental study on the impact of perforations on hydraulic fracturing tortuosity. In: SPE European formation damage conference held in The Hague, Society of petroleum engineers, The Netherlands
van de Ketterij RG, de Pater CJ (1999) Impact of perforations on hydraulic fracturing Tortuosity. SPE Prod Facil 14(2):131–138
Wang X, Cai M (2019) A comprehensive parametric study of grain-based models for rock failure process simulation. Int J Rock Mech Min Sci 115:60–76
Wasantha PLP, Konietzky H (2016) Fault reactivation and reservoir modification during hydraulic stimulation of naturally-fractured reservoirs. J Nat Gas Sci Eng 34:908–916
Wasantha PLP, Konietzky H (2017) Hydraulic fracture propagation under varying in-situ stress conditions of reservoirs. Proced Eng 191:410–418
Wasantha PLP, Konietzky H, Weber F (2017) Geometric nature of hydraulic fracture propagation in naturally-fractured reservoirs. Comput Geotech 83:209–220
Weibull W (1951) A statistical distribution function of wide applicability. J Appl Mech 18(3):293–297
Witherspoon PA, Wang JSY, Iwai K, Gale JE (1980) Validity of cubic law for fluid flow in a deformable rock fracture. Water Resour Res 16:1016–1024
Xie L, Min K-B, Shen B (2016) Simulation of hydraulic fracturing and its interactions with a pre-existing fracture using displacement discontinuity method. J Nat Gas Sci Eng 36:1284–1294
Yang TH, Tham LG, Tang CA, Liang ZZ, Tsui Y (2004) Influence of heterogeneity of mechanical properties on hydraulic fracturing in permeable rocks. Rock Mech Rock Eng 37:251–275
Zangeneh N, Eberhardt E, Bustin RM (2012) Application of the distinct-element method to investigate the influence of natural fractures and in-situ stresses on hydrofrac propagation, the 46th US rock mechanics/geomechanics symposium. American Rock Mechanics Association, Chicago, IL, USA
Zangeneh N, Eberhardt E, Bustin RM, Bustin A (2013) A numerical investigation of fault slip triggered by hydraulic fracturing. In: Jeffrey R (ed) Effective and sustainable hydraulic fracturing. IntechOpen Limited, London, British, pp 477–488
Zangeneh N, Eberhardt E, Bustin RM (2015) Investigation of the influence of natural fractures and in situ stress on hydraulic fracture propagation using a distinct-element approach. Can Geotech J 52:926–946
Zhang G, Chen M (2009) Complex fracture shapes in hydraulic fracturing with orientated perforations. Petrol Explorat Develop 36:103–107
Zhang S, Yin S (2014) Determination of in situ stresses and elastic parameters from hydraulic fracturing tests by geomechanics modeling and soft computing. J Petrol Sci Eng 124:484–492
Zhang X, Jeffrey RG, Thiercelin M (2007) Deflection and propagation of fluid-driven fractures at frictional bedding interfaces: a numerical investigation. J Struct Geol 29:396–410
Zhao X, Wang T, Elsworth D, He Y, Zhou W, Zhuang L, Zeng J, Wang S (2018) Controls of natural fractures on the texture of hydraulic fractures in rock. J Petrol Sci Eng 165:616–626
Acknowledgements
The work of this paper is financially supported by National Natural Science Foundation of China (Grant No. 51974293), the Jiangsu Province Science Foundation for Youths (Grant No. BK20180658), State Key Laboratory of Coal Resources and Safe Mining (Grant No. SKLCRSM18X009) and China Postdoctoral Science Foundation (Grant No. 2018M632422). The first author of this paper would like to thank his deceased grandmother, Chongfen Ran, for the love and care received from childhood. Constructive comments and suggestions from Professor Panos Papanastasiou and the anonymous reviewers are genuinely appreciated.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declared that they have no conflicts of interest to this work.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
He, Q., Zhu, L., Li, Y. et al. Simulating Hydraulic Fracture Re-orientation in Heterogeneous Rocks with an Improved Discrete Element Method. Rock Mech Rock Eng 54, 2859–2879 (2021). https://doi.org/10.1007/s00603-021-02422-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00603-021-02422-1