Lauri Kalle Tapio Uotinen

Dr. Lauri Kalle Tapio Uotinen

Aalto University
orcid

Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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31 October 2022 in Remote Sensing
Verified
Journal Article
Open access
PDF file
Mateusz JaniszewskiMateusz Janiszewski
Mateusz Janiszewski
Masoud TorkanMasoud Torkan
Masoud Torkan
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
MRMikael Rinne
Mikael Rinne
Structure-from-Motion Multi-View Stereo (SfM-MVS) photogrammetry is a viable method to digitize underground spaces for inspection, documentation, or remote mapping. However, the conventional image acquisition process can be laborious and time-consuming. Previous studies confirmed that the acquisition time can be reduced when using a 360-degree camera to capture the images. This paper demonstrates a method for rapid photogrammetric reconstruction of tunnels using a 360-degree camera. The method is demonstrated in a field test executed in a tunnel section of the Underground Research Laboratory of Aalto University in Espoo, Finland. A 10 m-long tunnel section with exposed rock was photographed using the 360-degree camera from 27 locations and a 3D model was reconstructed using SfM-MVS photogrammetry. The resulting model was then compared with a reference laser scan and a more conventional digital single-lens reflex (DSLR) camera-based model. Image acquisition with a 360-degree camera was 3× faster than with a conventional DSLR camera and the workflow was easier and less prone to errors. The 360-degree camera-based model achieved a 0.0046 m distance accuracy error compared to the reference laser scan. In addition, the orientation of discontinuities was measured remotely from the 3D model and the digitally obtained values matched the manual compass measurements of the sub-vertical fracture sets, with an average error of 2–5°.

30 May 2022 in Sensors
Verified
Journal Article
Open access
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Masoud TorkanMasoud Torkan
Masoud Torkan
Mateusz JaniszewskiMateusz Janiszewski
Mateusz Janiszewski
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
ABAlireza Baghbanan
Alireza Baghbanan
MRMikael Rinne
Mikael Rinne
Rock discontinuities play an important role in the behavior of rock masses and have a high impact on their mechanical and hydrological properties, such as strength and permeability. The surfaces roughness and physical aperture of rock joints are vital characteristics in joint shear strength and fluid flow properties. This study presents a method to digitally measure the physical aperture of a rock fracture digitized using photogrammetry. A 50 cm × 50 cm rock sample of Kuru grey granite with a thoroughgoing fracture was digitized. The data was collected using a high-resolution digital camera and four low-cost cameras. The aperture and surface roughness were measured, and the influence of the camera type and 3D model rasterization on the measurement results was quantified. The results showed that low-cost cameras and smartphones can be used for generating 3D models for accurate measurement of physical aperture and roughness of rock fractures. However, the selection of appropriate rasterization grid interval plays a key role in accurate estimations. For measuring the physical aperture from the photogrammetric 3D models, reducing rasterization grid interval results in less scattered measurement results and a small rasterization grid interval of 0.1 mm is recommended. For roughness measurements, increasing the grid interval results in smaller measurement errors, and therefore a larger rasterization grid interval of 0.5 mm is recommended for high-resolution smartphones and 1 mm for other low-cost cameras.

1 January 2017 in Procedia Engineering
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Journal Article
Open access
RMR.K. Mishra
R.K. Mishra
Mateusz JaniszewskiMateusz Janiszewski
Mateusz Janiszewski
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
MSM. Szydlowska
M. Szydlowska
TST. Siren
T. Siren
MRMikael Rinne
Mikael Rinne
Deep mining, driven by the increasing need of the sustainable use of mineral resources, yields a chance to exploit untapped resources. Nevertheless, large depths remain challenging and complex environment, posing geotechnical risks such as stress driven damage. The violent damage mechanisms in deep mines are spalling and strainburst in their most severe forms. Real-time monitoring can not only assist in preventing a failure, but can also assist in post failure mitigations. It can help identify the possible systemic failure of adjacent areas and can therefore help is evacuating people and machinery from these areas. The long-term goal is to develop a real-time risk management concept for intelligent deep mines. The objective of this paper is to summarize the outcomes of I2Mine and DynaMine, formulate a risk concept suitable for real-time analysis and to produce a tangible measure of the risk levels. In this paper the Fault Tree – Event Tree methodology is proposed and an example is worked out using strainburstas an example risk case. The proposed methodology seems to work well and using a scenario with both property damage and ore loss, the risk expressed as financial consequences multiplied with probability drops from $128,621 to $25,766 corresponding to a -80% reduction in risk. The financial consequences together with the associated risk level can be expressed visually using a modified FN graph with financial loss on x-axis and probability on the y-axis. The developed geotechnical risk management concept suits the need of semi-automated or fully automated risk management. It would fit well in the analysis stage of the raw data and would produce a stress state change, which could be used as input in the risk management chain for intelligent deep mines.Peer reviewe

30 December 2024 in International Journal of Rock Mechanics and Mining Sciences
Verified
Journal Article
Open access
Masoud TorkanMasoud Torkan
Masoud Torkan
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
ABAlireza Baghbanan
Alireza Baghbanan
MRMikael Rinne
Mikael Rinne

17 August 2016 in Geotechnical and Geological Engineering
Verified
Journal Article
Open access
PDF file
JSJohan Spross
Johan Spross
FJFredrik Johansson
Fredrik Johansson
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
JRJalaleddin Yaghoobi Rafi
Jalaleddin Yaghoobi Rafi
As concrete dams age, the need for remedial grouting to reduce the seepage and uplift pressure in the rock foundations under them increases. Based on a case study of a Swedish dam with very low calculated safety against sliding, this paper discusses the application of the observational method (as defined in Eurocode 7) to manage safety aspects during remedial grouting. The studied case was complex in that grouting works posed the risk of causing increased uplift pressure, which could have induced sliding failure along a shallow, persistent, horizontal rock joint in the foundation. The approach applied in the studied case mainly followed the principles of the observational method, except in some highly significant safety aspects for which alternative procedures are suggested and discussed. Implementing these procedures along with the observational method offers a coherent framework to manage the safety aspects of the remedial grouting of concrete dam foundations that is in line with modern risk-informed dam safety policies.

4 September 2014 in Rock Mechanics and Rock Engineering
Verified
Journal Article
Closed access
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TSTopias Siren
Topias Siren
Lauri Kalle Tapio UotinenLauri Kalle Tapio Uotinen
Lauri Kalle Tapio Uotinen
MRMikael Rinne
Mikael Rinne
Baotang ShenBaotang Shen
Baotang Shen