Next Article in Journal
Neural Model of a Spark-Ignition Engine Fuelled with Gasoline with a Biofuel Additive
Previous Article in Journal
EWT-HA-Net: An Efficient Wavelet-Convolution-Enhanced Hybrid Attention Network for Sensorless Freehand 3D Ultrasound Reconstruction
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Depth Criteria for Indentation-Based Characterization of Individual Components and Composite Matrices in Heterogeneous Rocks

1
School of Resources and Geosciences, China University of Mining and Technology, Xuzhou 221116, China
2
Key Laboratory of Coalbed Methane Resources and Reservoir Formation Process, Ministry of Education, China University of Mining and Technology, Xuzhou 221116, China
*
Author to whom correspondence should be addressed.
Appl. Sci. 2026, 16(18), 9239; https://doi.org/10.3390/app16189239 (registering DOI)
Submission received: 18 August 2026 / Revised: 13 September 2026 / Accepted: 14 September 2026 / Published: 17 September 2026

Abstract

Indentation testing is widely used to characterize microscale mechanical properties and provide input parameters for cross-scale modeling of heterogeneous rocks. However, the indentation-depth ranges over which the measured Young’s modulus and hardness represent an individual constituent or the composite matrix remain unclear. In this study, finite element modeling, dimensional analysis, and indentation experiments were used to investigate the depth-dependent response of rock particle–matrix systems and to establish depth criteria for the Oliver–Pharr (OP) and slope–energy (SE) methods. As the normalized indentation depth hm/L increases, where hm is the maximum indentation depth and L is the particle size, the indentation response evolves from particle-dominated, through a particle–matrix transitional regime, to matrix-dominated behavior, while the indentation-derived Young’s modulus shifts from the constituent value toward the matrix value. This transition results from matrix-induced changes in contact stiffness, projected contact area, and indentation work ratio. Particle morphology controls the initial deviation from constituent properties, whereas indenter angle and tip radius govern the convergence toward matrix properties. With a relative-deviation tolerance of approximately 10%, reliable constituent-property measurement requires hm/L ≲ 0.01 together with a sufficiently large absolute indentation depth relative to the indenter tip radius and characteristic length scales associated with surface roughness and indentation-size effects. For the matrix side, the FEM predicts matrix-dominated depth limits of hm/L ≳ 0.4 for the OP method and hm/L ≳ 0.8 for the SE method under typical conditions where the particle yield strength exceeds that of the matrix. The OP-based depth limit is supported by the present indentation experiments, whereas the SE-based depth limit remains a numerical prediction requiring further direct experimental validation.
Keywords: nanoindentation; indentation-depth criterion; heterogeneous rocks; mineral constituents; composite matrix; rock micromechanics nanoindentation; indentation-depth criterion; heterogeneous rocks; mineral constituents; composite matrix; rock micromechanics

Share and Cite

MDPI and ACS Style

Gong, Z.; Chen, S.; Yang, G. Depth Criteria for Indentation-Based Characterization of Individual Components and Composite Matrices in Heterogeneous Rocks. Appl. Sci. 2026, 16, 9239. https://doi.org/10.3390/app16189239

AMA Style

Gong Z, Chen S, Yang G. Depth Criteria for Indentation-Based Characterization of Individual Components and Composite Matrices in Heterogeneous Rocks. Applied Sciences. 2026; 16(18):9239. https://doi.org/10.3390/app16189239

Chicago/Turabian Style

Gong, Zhuo, Shangbin Chen, and Guobin Yang. 2026. "Depth Criteria for Indentation-Based Characterization of Individual Components and Composite Matrices in Heterogeneous Rocks" Applied Sciences 16, no. 18: 9239. https://doi.org/10.3390/app16189239

APA Style

Gong, Z., Chen, S., & Yang, G. (2026). Depth Criteria for Indentation-Based Characterization of Individual Components and Composite Matrices in Heterogeneous Rocks. Applied Sciences, 16(18), 9239. https://doi.org/10.3390/app16189239

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop