Choosing a camera for mine surveying of mining enterprise facilities using unmanned aerial vehicles

Kalinichenko, Vsevolod; Dolgikh, Oleksandr; Dolgikh, Lubov; Pysmennyi, Serhii

doi:10.33271/mining14.04.031

Cited by 19 publications

(13 citation statements)

References 15 publications

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“…Blizniukov. Of course, the determination of the boundaries of open pit mining should be carried out taking into account the conditions of stability of the massif of boundary rocks, which are performed by modern remote methods [17,18]. When determining the boundaries of the open pits according to known calculation principles, the economic calculating ratio is calculated according to technical and economic indicators, which are achieved at the time of design and its value is constant [19][20][21].…”

Section: Object and Methods Of Researchmentioning

confidence: 99%

Improving the methods for determining the promising boundaries of iron ore open pits

Lutsenko

Hryhoriev

Peregudov³

et al. 2021

E3S Web Conf.

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The article considers the determination of the final contours of the open pits. One of the problems of development of iron ore deposits at the present stage of development of opencast mining is described, which consists in the fact that in most open pits their working contours on the surface have reached final position. In these conditions, it is necessary to reevaluate the capabilities of the raw material base for further operation of mining enterprises. The analysis of scientific achievements in the decision of the final definition of the open pits` contours is executed. The well-known principle of determining the boundaries of opencast mining, the principle of which is to determine the boundaries based on a comparison of the allowable cost of ore production with the expected for the designed open pit. On the example of the open pits, which reflect the characteristic features of the development of steep-dipping deposits of Ukraine, the influence of current overburden ratio of the existing open pits on the economic overburden ratio, which serves as the main criterion in determining the boundaries of opencast mining for the designed open pits. A method for determining the boundaries of the open pits has been developed, which provides for the use of the economic overburden ratio of opening as a value not constant but variable over time, and one that depends on the change of current coefficients of opening in open pits-competitors. As a result, the theory in the field of determining the final contours of the open pits is improved. The new method differs from the known ones by taking into account the change in the economic overburden ratio over time, as well as determining the impact of technological indicators of open pits - competitors on the final depth of the designed open pit.

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Section: Object and Methods Of Researchmentioning

confidence: 99%

Improving the methods for determining the promising boundaries of iron ore open pits

Lutsenko

Hryhoriev

Peregudov³

et al. 2021

E3S Web Conf.

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“…A classical photogrammetric workflow starts with the acquisition of images. Certain rules must be respected in order to guarantee good results from photogrammetry, e.g., enough overlapping between images [ 55 ], configuration of image network [ 49 , 51 , 56 ] but also photographic quality [ 57 ]. From a surveying perspective, pre-acquisition steps such as determination of the required Ground Sampling Distance (GSD) [ 21 ] and distribution of Ground Control Points (GCP) or scale lines are equally important [ 18 , 58 ].…”

Section: Literature Reviewmentioning

confidence: 99%

Towards Semantic Photogrammetry: Generating Semantically Rich Point Clouds from Architectural Close-Range Photogrammetry

Murtiyoso

Pellis

Grussenmeyer

et al. 2022

Sensors

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Developments in the field of artificial intelligence have made great strides in the field of automatic semantic segmentation, both in the 2D (image) and 3D spaces. Within the context of 3D recording technology it has also seen application in several areas, most notably in creating semantically rich point clouds which is usually performed manually. In this paper, we propose the introduction of deep learning-based semantic image segmentation into the photogrammetric 3D reconstruction and classification workflow. The main objective is to be able to introduce semantic classification at the beginning of the classical photogrammetric workflow in order to automatically create classified dense point clouds by the end of the said workflow. In this regard, automatic image masking depending on pre-determined classes were performed using a previously trained neural network. The image masks were then employed during dense image matching in order to constraint the process into the respective classes, thus automatically creating semantically classified point clouds as the final output. Results show that the developed method is promising, with automation of the whole process feasible from input (images) to output (labelled point clouds). Quantitative assessment gave good results for specific classes e.g., building facades and windows, with IoU scores of 0.79 and 0.77 respectively.

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“…Also, a significant drawback was the impossibility with the required accuracy to link the images in the areas dangerous for finding a person. When studying the deformations of quarry sides and dumps, as well as other mining enterprises objects, using ground digital survey, it became necessary to increase its accuracy [32]. For this, a design of the device was developed, which allows determining the coordinates of the photographing station with an accuracy of 5 to 15 mm, depending on the observation time, PDOP and distance to the base.…”

Section: The Joint Use Of a Digital Camera And A Gnss Receivermentioning

confidence: 99%

The use of the construction with a digital camera and GPS receiver while researching dangerous areas

Dolgikh

Ielezov³

et al. 2021

E3S Web Conf.

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The purpose of the study is to select an effective methods and equipment for observing deformations in dangerous areas of the terrain, such as areas that are undermined by underground mining. It is known that the topical task of the mine surveying service is to improve remote sensing methods for the state of movement zones with craters, dips, cracks. The research methodology is based on the results of the performed analysis of methods for observing deformations using modern devices and technologies, and experimental work using the developed methodology, which provides for the combined use of digital methods and GPS technologies. Experimental work was carried out at the facilities of the Ordzhonikidze mine using various remote sensing methods, including those developed by the authors. The research used a design consisting of a digital camera and a GPS receiver. The performed analysis of the obtained survey results, using the proposed design of two devices, has shown its effectiveness in remote methods of observing the objects deformations located in areas undermined by mining operations. The scientific novelty of the results obtained lies in the methods development for remote observation of deformations of the ground's surface and objects, based on the structure use from a digital camera and a GPS receiver. This method was developed to increase the efficiency of performing research on objects deformations located in places that are dangerous for finding a person. The efficiency of using terrestrial digital stereo survey when the coordinates of the photographing points are determined with the help of GPS has been proved. The practical significance of the study lies in increasing work efficiency the on monitoring deformations of the earth's surface, buildings and structures located in areas dangerous for field work by traditional methods, which are performed using leveling and measuring the distances between the benchmarks of profile lines, which are usually used on areas undermined by underground mining. The use of terrestrial digital stereo photography with the coordination of photographing stations using GPS allows remote determination of the spatial position of the observed points with the required accuracy. Key words: ground stereoscopic survey, collapse zone, digital camera, GPS.

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Choosing a camera for mine surveying of mining enterprise facilities using unmanned aerial vehicles

Cited by 19 publications

References 15 publications

Improving the methods for determining the promising boundaries of iron ore open pits

Improving the methods for determining the promising boundaries of iron ore open pits

Towards Semantic Photogrammetry: Generating Semantically Rich Point Clouds from Architectural Close-Range Photogrammetry

The use of the construction with a digital camera and GPS receiver while researching dangerous areas

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