79Tolentino S. y Caraballo S. Simulación numérica del ujo de aire.UNIVERSIDAD, CIENCIA y TECNOLOGÍA Vol. 21, Nº 82 Marzo 2017 (pp. 4-15)ISSN 2542-34017979Feijoo et al., Rock material particle size and its correlation with the point I.INTRODUCTIONIn mining projects, when they are in the advanced exploration and/or exploitation phases, it is important to dene various properties or parameters of the materials to be extracted, since this information will allow the optimization of development processes. There are several analyzes that must be carried out in order to know and diagnose the reser-voir, but one of those properties, and undoubtedly one of the most important, is the simple compressive strength or uniaxial compression of the rock (UCS). The UCS allows classications to be developed for rock masses and in this way, together with other additional para-meters, the safety measures of mining structures are established, since the geomechanical classications provide values of safety factors and in many cases, even the types of fortication that must be implemented in mining operations, whether open pit or underground.In many mining projects, due to their location and/or cost, it is not possible to send samples to the laboratories to determine the UCS of the materials, because the equipment used for the aforementioned evaluation is high cost and does not count with its availability, so an alternative that can be used is the Point Load Test Index, better known as Is 50.The eld determination of this parameter is easier, the equipment is of accessible construction and its handling is feasible for a worker. Therefore, the UCS can be known through the Is 50 and avoid the permanent sending of samples to laboratories.This paper proposes, from the theoretical basis used for this purpose, the methodology to obtain the proposed ob-jectives, describing a clear and statistical procedure, which can be used in other cases, generating a strategy to obtain the appropriate instruments of evaluation; It should be emphasized that in this work the results obtained have generated a very important expectation about its application.II.MATERIALS AND METHODSThe objective of rock crushing is to reduce the particle size of solid samples, always bearing in mind that their homogeneity must be preserved. The main tool used to reduce the particle size of solids is a jaw crusher, is a machine used in primary crushing. The eld that most uses jaw crushers is mineral and industrial production [1].Once the samples have been crushed, the classication of the fragmented elements is usually continued, different systems for classifying the particles have been developed. The separation of a soil into different fractions, according to their sizes, is necessary to know its competence and efciency, from the geotechnical perspective. This action includes sieving tests, the objective of which is to distribute the different sizes of rock material particles through the use of a series of sieves arranged in decreasing shapes with reference to the aperture diameter. This classication comprises two parts: by sieving for coarse particles (gravel and sand) and by sedimentation for the ne fraction of the soil (silts and clays) 2.One way to graphically represent the results obtained from the sieving tests is by means of the granulometric curve, where the percentage of the passing sample is plotted on the ordinate and the diameter of the particles on the abscissa. From the particle size curve, characteristic diameters such as D50, D60, D70, D80, D90, etc. can be obtained. D refers to the apparent diameter of the particle and the subscript (50, 60, 70, 80, 90) denotes the percentage of ner material 3.One of the important properties that must be known about rock material is the simple compressive strength or uniaxial compression of the rock (UCS), and to obtain this parameter, rock samples must be obtained that emerge in the reservoir, prepare suitable specimens and send them to laboratories for the determination of the burst pressure. This work must be permanent since the geology of the mining projects varies in the progress of the exploitation and by nature the rocks are anisotropic and heterogeneous 4.Simple compressive strength or also called uniaxial compressive strength is the ability of a rock to withstand a specic stress or load, this allows us to classify and characterize the rock matrix. If the rock fails by breaking a fracture it can be dened as an independent property. In short, it is the value obtained when a load is applied in one direction without applying another effort in any other direction [5]. Simple or uniaxial compressive strength is one of the most common parameters because it allows us to dene the failure criteria and the geomechanical behavior of a rocky matrix [6].There are two ways in which rock rupture can occur, which are:1.Fragmentation: it occurs when the crack is homogeneous and there is no interaction between them.2.Fracture: it is caused by the concentration and mixture of microscopic cracks that generate a macroscopic crack MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650 80Feijoo et al., Rock material particle size and its correlation with the point during the application of the specic load [7].It is important to determine this resistance in order to be able to classify the rock masses, and with which the sta-bility of the mines can be determined, whether open pit or underground mines [8]. But in mining projects it happens very often that it is not possible to send samples to laboratories, due to their location and/or the cost it represents for the mining company, so the point load test index or Is 50 can be used as an alternative.The index of resistance to point load test (Is 50), of a rock, is dened as the value of Is that would be obtained for the same sample with an equivalent diameter of 50 mm, that is, it is the correlation that is applied when the test point loading is carried out on a 50-millimeter diameter test piece. For diameters other than this, is must be multiplied by a correlation factor F [9].The point load test index is presented as an alternative to evaluate in a determined and indirect way the value of the simple compressive strength. It is a test of easy execution and low cost, this test consists of placing a rock sample between two points in a standard way and a force is applied, increasing until it fractures. The resistance index for point load (Is) is determined by the relationship between the measurement of the height between the two points and the measurement of the force applied at the moment of rupture. The results of the test will depend on the shape, volume and preparation of the sample, in addition to other factors such as the direction of the load, the relationship between the height and diameter of the sample and the speed of application of the load, therefore consistent application is recommended [10]. This test has two advantages, the main one is that few requirements are needed with respect to the samples to be tested, such as the geometric minimums and that the break is produced by a fracture plane that consists of the two points of application of the load, the second advantage is that the machine can be easily moved or transported, this means that its use is not only limited to the laboratory but it can also be used in the eld.In this work, 30 samples of andesite rock were analyzed, obtained from the sector called Cojitambo, which is a volcanic formation located in the province of Cañar, Ecuador. These samples had dimensions of approximately 9 cm x 10 cm x 10 cm.Fig. 1. Rock samples.To determine the resistance to simple compression, each one of the samples was introduced in the point loading machine, the same one that is a Humboldt press that subjects the materials to tension and compression tests [11]. The pressure is given by means of plates or jaws that are actuated by screws or by a hydraulic system. Its main function is to determine the resistance of different materials through a system that applies loads on the sample and graphically MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650 81Tolentino S. y Caraballo S. Simulación numérica del ujo de aire.UNIVERSIDAD, CIENCIA y TECNOLOGÍA Vol. 21, Nº 82 Marzo 2017 (pp. 4-15)ISSN 2542-34018181Feijoo et al., Rock material particle size and its correlation with the point measures the load at the moment of its rupture, with this procedure the point load test index, Is 50 was obtained.Fig. 2. Humboldt compression machineThe samples are then subjected to the crushing process in a jaw crusher to obtain ne particles of material. Fig. 3. Crushing the specimens in the R22 jaw crusherNext, a representative number of the samples were taken and weighed on a balance. Subsequently, this quantity was placed in the different sieves to obtain the granulometry, ordering them from largest to smallest opening and was MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650 82Feijoo et al., Rock material particle size and its correlation with the point subjected to vibratory and rotational movements, with the help of a mechanical vibrator or sieve. Fig. 4. Classication process by electric sieveFinally, the sieves were removed and the material retained on each of them was weighed separately. With these data and with the initial known weight of the sample, it was possible to determine the percentage of material that was retained on each sieve. Therefore, the maximum size of the particles constituting the 20%, 50% and 80% portion was calculated.Fig. 5. Weight of each sieve and sampleIII.RESULTS AND DISCUSSIONThe results obtained in the statistical evaluation show in a general way the relationship between the distribution of particles in rock material with the point load test index, Is 50. Table 1 shows the results of the relation of the opening MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650 83Tolentino S. y Caraballo S. Simulación numérica del ujo de aire.UNIVERSIDAD, CIENCIA y TECNOLOGÍA Vol. 21, Nº 82 Marzo 2017 (pp. 4-15)ISSN 2542-34018383Feijoo et al., Rock material particle size and its correlation with the point diameters of the particle with the Is 50 of the 30 samples treated. The proposal presented refers to the fact that the lower D is obtained, the greater resistance presented by the rock material, since it is proposed that the greater number of particles generated in the crushing process, it implies that the rock has a greater resistance to compression, the inverse represents that, the lower the compressive strength of the rock, the amount of particle production decreases.Table 1. Results of the particle size distribution and Is 50To determine the correlation of the rock material, between the particle size distribution and the point load test index Is 50, we place the particle diameters D80, D50 and D20 on the abscissa axis and Is 50 on the ordinate axis. This can be seen in Figures 6, 7 and 8.MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650TESTD80D50D20Is 50mmmmmmMPa18,4835,3672,2143,03728,5095,0361,8243,19038,4784,9971,8213,22048,4524,9661,7493,32458,3864,8911,7383,41568,3704,8631,7083,45878,3384,8521,6943,48688,3164,8521,6893,51498,2554,8391,6763,572108,2544,8201,6723,715118,2364,7881,6653,865128,2214,7761,6513,914138,2184,7401,6503,933148,2174,7321,6313,937158,2054,7051,6313,976168,1944,7031,6063,979178,1584,7001,5863,996188,1464,6971,5854,031198,1324,6901,5824,106208,1254,6601,5754,187218,1074,6571,5734,200228,0954,6421,5714,289238,0824,6361,5704,311248,0414,6361,5474,379258,0384,6001,5394,526268,0364,5881,5244,733278,0334,5331,4844,760287,984,4931,4754,833297,9574,4721,4464,956307,6984,2001,2894,992 84Feijoo et al., Rock material particle size and its correlation with the point Fig. 6. D80 values and point load test index Is 50Fig. 7. D50 values and point load test index Is 50MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 269736500,01,02,03,04,05,06,077,588,59Is 50, MPaD80, mm0,01,02,03,04,05,06,044,24,44,64,855,25,45,65,86Is 50, MPaD50, mm 85Tolentino S. y Caraballo S. Simulación numérica del ujo de aire.UNIVERSIDAD, CIENCIA y TECNOLOGÍA Vol. 21, Nº 82 Marzo 2017 (pp. 4-15)ISSN 2542-34018585Feijoo et al., Rock material particle size and its correlation with the point Fig. 8. D20 values and point load test index Is 50Finally, in Figure 9 you can see the results of the correlations between the D80, D50 and D20 and the Is 50.Figure 9. Correlation between D80, D50 and D20 and Is 50MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 269736500,01,02,03,04,05,06,011,21,41,61,822,22,42,62,83Is 50, MPaD20, mmy = -2,8954x + 27,714R² = 0,9228y = -2,4239x + 15,478R² = 0,862y = -3,0309x + 8,9415R² = 0,76140,01,02,03,04,05,06,00123456789Is 50, MPaD80, D50, D20, mm 86Feijoo et al., Rock material particle size and its correlation with the point After analyzing the data of the three correlations, it was established that the correlation given by the D80 is adequa-te to be used, due to its R2. Therefore, the equation is the following: (1)It should be noted that these equations are exclusive for the rock material of the Cojitambo sector, which is an am-phibolic andesite, which presents a typical and apollonian variety in its light gray microcrystalline mass, the amphibole, black mica and fairly large fragments of white plagioclase.The correlation equation obtained can be used to determine the point load test index Is 50, only knowing the D80 of a sample and consequently establishing the simple compressive strength using the equation: (2)IV.CONCLUSIONSThe execution of the crushing and classication tests on rock specimens for the determination of the particle size, as well as the Is 50 tests are feasible to be carried out in situ, since most mining companies have the appropriate equipment to these essays.It was found that there is a relationship between the D80 and the Is 50, of the analyzed rock samples, which pro-vides a fast and inexpensive way to determine an approximate value of the simple compressive strength of the rock.A correlation between the D80, Is 50 and UCS is proposed, which allows characterizing the rock material present in the area, consequently, D80 values have been obtained ranging from 7.698 mm to 8.483 mm and the value of Is 50 for this material ranges from 3.037 MPa to 4.992 MPa.This proposal allows nding the UCS of the rock and it is between 69.85 MPa and 114.82 MPa, that is, the rock is considered to be of medium to high resistance.If the D80 values, obtained in other rock samples, are not within the range obtained in Table 1, it is necessary that these materials be sent to the laboratory for the determination of the UCS.REFERENCES[1]E. Ródenas Torralba (2020). Muestreo y operaciones unitarias de laboratorio. 1 ed. España. Síntesis. p. 242.[2]E. Feijoo, C. Flores and B. Feijoo. "The Concept of the Granulometric Area and Its Relation with the Resistance to the Simple Compression of Rocks," 2019 7th International Engineering. Sciences and Technology Conference (IESTEC). Panamá. pp. 52-56. 2019.[3]L. Bustamante and C. Guillén C. «Análisis de la granulometría na y su relación con la resistencia a compresión simple en rocas». Tesis. Universidad del Azuay. Cuenca. 2020.[4]E. Feijoo, C. Iñiguez C. “Corte en rocas y su relación con la resistencia a compresión simple”. RISTI. No E 30. pp. 59-67. 2020.[5]M. Galván (2015). Mecánica de Rocas. Correlación entre la Resistencia a Carga Puntual y la Resistencia a Compre-sión Simple. Cali. Programa Editorial. [6]D. Burbano and T. García. «Estimación empírica de la resistencia a compresión simple a partir del ensayo de carga puntual en rocas anisótropas (esquistos y pizarras)». 2016. Fi. vol. 1. nº 2. pp. 13-16. [7]J. Quevedo and J. Reyes. «Construcción de la Máquina de Franklin, pruebas y correlación con ensayos de laboratorio en compresión de rocas». Tesis. Universidad del Azuay. Cuenca. 2019.[8]P. Feijoo and J. Padrón. «La resistividad de rocas y su relación con la resistencia a compresión simple en mina». Uni-versidad Ciencia y Tecnología. vol. 24. nº 99. pp. 61-67. 2020.[9]C. Ureña. «Caracterización del material rocoso mediante granulometría e índice de carga puntual». Tesis. Universidad del Azuay. Cuenca. 2021.ISSN 2697365050=−2.8954ȉ80+27.714≈23ȉ50MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888) 87Tolentino S. y Caraballo S. Simulación numérica del ujo de aire.UNIVERSIDAD, CIENCIA y TECNOLOGÍA Vol. 21, Nº 82 Marzo 2017 (pp. 4-15)ISSN 2542-34018787Feijoo et al., Rock material particle size and its correlation with the point [10]J. Carpio. «Implementación del ensayo de índice de resistencia de carga puntual en rocas en especímenes irregulares y núcleos extraídos». Tesis. Universidad San Francisco de Quito. Ecuador. 2019.[11]P. Feijoo, E. Brito. Rock Characterization Through Physical Properties and Their Relationship to Simple Compres-sive Strength. ESPOCH Congresses: The Ecuadorian Journal of S.T.E.A.M. 1(2). 931–941. DOI 10.18502/espoch. v1i2.9507. 2021.CURRICULUM SUMMARYMINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650PatricioFeijooCalle,MiningEngineer,graduatedfromtheUniversityofAzuay(Cuenca-Ecuador),withstudiesandinternshipsin:Bolivia,Brazil,Spain,Australiainareasofgeology,geophysicsanddevelopmentofminingactivities.HeislinkedtoteachingattheUniversityofAzuay.AdrianaPeraltaDelgado,MiningEngineer,graduatedfromtheUniversityofAzuayin2022(Cuenca-Ecuador).ParticipantinresearchprojectsandlinkageoftheSchoolofEngineeringinMines.AndreaTamayoFarez,MiningEngineer,graduatedfromtheUniversityofAzuayin2022(Cuenca-Ecuador).ParticipantinresearchprojectsandlinkageoftheSchoolofEngineeringinMines. 88Feijoo et al., Rock material particle size and its correlation with the point MINERVA, MULTIDISCIPLINARY JOURNAL OF SCIENTIFIC RESEARCH Vol. 3, Nº 7 April 2022 (pp. 7888)ISSN 26973650BernardoFeijoo,CivilEngineer,graduatedfromtheUniversityofAzuay(Cuenca-Ecuador),withstudiesandinternshipsin:Colombia,Peru,CubaandPanama,inareasofthecharacterizationofmaterialsandprocessesformakingcementsandconcretes.